Person Recognition in Aerial Surveillance: A Decade Survey.

Arun Ross Arun Abraham Ross West Virginia University, Morgantown, USA http://www.csee.wvu.edu/~ross/ https://orcid.org/0000-0001-8850-3013

Kien Nguyen 0001 Feng Liu 0037 Clinton Fookes Sridha Sridharan Xiaoming Liu 0002 Arun Ross Person Recognition in Aerial Surveillance: A Decade Survey. 2026 January 3-19 8 IEEE Trans. Biom. Behav. Identity Sci. 1 https://doi.org/10.1109/TBIOM.2025.3617011 db/journals/tbbis/tbbis8.html#NguyenLFSLR26 streams/journals/tbbis

Redwan Sony Carolyn V. Isaac Alexis Vanbaarle Clara J. Devota Todd Fenton Joseph T. Hefner Arun Ross Automatic Comparative Chest Radiography Using Deep Neural Networks. 4398-4410 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3525579 db/journals/access/access13.html#SonyIVDFHR25 streams/journals/access

Jun Wan 0001 Arun Ross Sergio Escalera Guest Editorial: Special Issue on Biometrics Security and Privacy. 4966-4969 2025 July 133 Int. J. Comput. Vis. 7 https://doi.org/10.1007/s11263-025-02411-9 db/journals/ijcv/ijcv133.html#WanRE25 streams/journals/ijcv

David Anghelone Cunjian Chen Arun Ross Antitza Dantcheva Beyond the visible: A survey on cross-spectral face recognition. 128626 2025 611 Neurocomputing https://doi.org/10.1016/j.neucom.2024.128626 db/journals/ijon/ijon611.html#AngheloneCRD25 streams/journals/ijon

Debasmita Pal Arun Ross Synthesizing forestry images conditioned on plant phenotype using a generative adversarial network. 111385 2025 162 Pattern Recognit. https://doi.org/10.1016/j.patcog.2025.111385 db/journals/pr/pr162.html#PalR25 streams/journals/pr

Sudipta Banerjee Arun Ross Detecting Near-Duplicate Face Images. 498-511 2025 July 7 IEEE Trans. Biom. Behav. Identity Sci. 3 https://doi.org/10.1109/TBIOM.2025.3548541 db/journals/tbbis/tbbis7.html#BanerjeeR25 streams/journals/tbbis

Ramin Akbari Luke Sperling Nalini K. Ratha Arun Ross Vishnu Naresh Boddeti Homomorphically Encrypted Biometric Template Fusion and Matching. 573-587 2025 October 7 IEEE Trans. Biom. Behav. Identity Sci. 4 https://doi.org/10.1109/TBIOM.2025.3595438 db/journals/tbbis/tbbis7.html#AkbariSRRB25 streams/journals/tbbis

Rasel Ahmed Bhuiyan Parisa Farmanifard Renu Sharma Andrey Kuehlkamp Aidan Boyd Patrick J. Flynn Kevin W. Bowyer Arun Ross Dennis Chute Adam Czajka Beyond Mortality: Advancements in Post-Mortem Iris Recognition Through Data Collection and Computer-Aided Forensic Examination. 808-823 2025 October 7 IEEE Trans. Biom. Behav. Identity Sci. 4 https://doi.org/10.1109/TBIOM.2025.3585093 db/journals/tbbis/tbbis7.html#BhuyianFSKBFBRCC25 streams/journals/tbbis

Renu Sharma Debasmita Pal Arun Ross Task-conditioned Ensemble of Expert Models for Continuous Learning. 6479-6488 2025 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2025W/DG-EBF/html/Sharma_Task-conditioned_Ensemble_of_Expert_Models_for_Continuous_Learning_CVPRW_2025_paper.html conf/cvpr/2025w db/conf/cvpr/cvprw2025.html#SharmaPR25 Arjun Ramesh Kaushik Bharat Yalavarthi Arun Ross Vishnu Boddeti Nalini K. Ratha Shielding Latent Face Representations From Privacy Attacks. 1-10 2025 FG https://doi.org/10.1109/FG61629.2025.11099327 conf/fgr/2025 db/conf/fgr/fg2025.html#KaushikYRBR25 Nitish Shukla Arun Ross dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph. 1-9 2025 FG https://doi.org/10.1109/FG61629.2025.11099072 conf/fgr/2025 db/conf/fgr/fg2025.html#ShuklaR25 Mahsa Mitcheff Afzal Hossain Samuel Webster Siamul Karim Khan Katarzyna Roszczewska Juan E. Tapia Fabian Stockhardt Lázaro J. González Soler Ji-Young Lim Mirko Pollok Felix Kreuzer Caiyong Wang Lin Li Fukang Guo Jiayin Gu Debasmita Pal Parisa Farmanifard Renu Sharma Arun Ross Geetanjali Sharma Shubham Ashwani Aditya Nigam Raghavendra Ramachandra Lambert Igene Jesse Dykes Ada Sawilska Aleksandra Dzieniszewska Jakub Januszkiewicz Ewelina Bartuzi-Trokielewicz Alicja Martinek Mateusz Trokielewicz Adrian Kordas Kevin W. Bowyer Stephanie Schuckers Adam Czajka Iris Liveness Detection Competition (LivDet-Iris) - The 2025 Edition. IJCB 2025 1-10 conf/icb/2025 https://doi.org/10.1109/IJCB65343.2025.11411572 db/conf/icb/ijcb2025.html#MitcheffHWKRTSSLPKWLGGP25 streams/conf/icb Kien Nguyen 0001 Clinton Fookes Sridha Sridharan Huy Nguyen Feng Liu 0037 Xiaoming Liu 0002 Arun Ross Tamás Endrei Ivan DeAndres-Tame Ruben Tolosana Rubén Vera-Rodríguez Aythami Morales Julian Fierrez Javier Ortega-Garcia Zijing Gong Yuhao Wang Xuehu Liu Pingping Zhang Md. Rashidunnabi Hugo Proença 0001 Kailash A. Hambarde Saeid Rezaei AG-VPReID 2025: Aerial-Ground Video-based Person Re-identification Challenge Results. IJCB 2025 1-10 conf/icb/2025 https://doi.org/10.1109/IJCB65343.2025.11410726 db/conf/icb/ijcb2025.html#NguyenFSNLLREDTVMFOGWLZ25 streams/conf/icb Nitish Shukla Arun Ross Facial Demorphing from a Single Morph Using a Latent Conditional GAN. IJCB 2025 1-11 conf/icb/2025 https://doi.org/10.1109/IJCB65343.2025.11411365 db/conf/icb/ijcb2025.html#ShuklaR25 streams/conf/icb Pegah Varghaei Kiran Abraham-Aggarwal Manoj T. Abraham Arun Ross Automated Assessment of Aesthetic Outcomes in Facial Plastic Surgery. ICCVW 2025 939-948 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00102 db/conf/iccv/iccv2025w.html#VarghaeiAAR25 streams/conf/iccv Redwan Sony Parisa Farmanifard Arun Ross Anil K. Jain 0001 Foundation Versus Domain-Specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition. ICCVW 2025 3715-3725 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00388 db/conf/iccv/iccv2025w.html#SonyFRJ25 streams/conf/iccv Shivangi Yadav Arun Ross A Multi-domain Image Translative Diffusion StyleGAN for Iris Presentation Attack Detection. ICCVW 2025 3747-3756 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00391 db/conf/iccv/iccv2025w.html#YadavR25 streams/conf/iccv Nitish Shukla Arun Ross Metric for Evaluating Performance of Reference-Free Demorphing Methods. 1585-1591 2025 WACV (Workshops) https://doi.org/10.1109/WACVW65960.2025.00181 conf/wacv/2025w db/conf/wacv/wacv2025w.html#ShuklaR25 Debasmita Pal Redwan Sony Arun Ross A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection. 5719-5729 2025 WACV https://doi.org/10.1109/WACV61041.2025.00558 conf/wacv/2025 db/conf/wacv/wacv2025.html#PalSR25 Christian Wallraven Cheng-Lin Liu Arun Ross Pattern Recognition and Artificial Intelligence - 4th International Conference, ICPRAI 2024, Jeju Island, South Korea, July 03-06, 2024, Proceedings, Part I ICPRAI (1) Springer 2025 Lecture Notes in Computer Science 14892 978-981-97-8701-2 978-981-97-8702-9 https://doi.org/10.1007/978-981-97-8702-9 db/conf/icprai/icprai2024-1.html Christian Wallraven Cheng-Lin Liu Arun Ross Pattern Recognition and Artificial Intelligence - 4th International Conference, ICPRAI 2024, Jeju Island, South Korea, July 03-06, 2024, Proceedings, Part II ICPRAI (2) Springer 2025 Lecture Notes in Computer Science 14893 978-981-97-8704-3 978-981-97-8705-0 https://doi.org/10.1007/978-981-97-8705-0 db/conf/icprai/icprai2024-2.html

Nitish Shukla Arun Ross Metric for Evaluating Performance of Reference-Free Demorphing Methods. 2025 January abs/2501.12319 CoRR https://doi.org/10.48550/arXiv.2501.12319 db/journals/corr/corr2501.html#abs-2501-12319 streams/journals/corr

Tharindu Fernando Darshana Priyasad Sridha Sridharan Arun Ross Clinton Fookes Face Deepfakes - A Comprehensive Review. 2025 February abs/2502.09812 CoRR https://doi.org/10.48550/arXiv.2502.09812 db/journals/corr/corr2502.html#abs-2502-09812 streams/journals/corr

Renu Sharma Debasmita Pal Arun Ross Task-conditioned Ensemble of Expert Models for Continuous Learning. 2025 April abs/2504.08626 CoRR https://doi.org/10.48550/arXiv.2504.08626 db/journals/corr/corr2504.html#abs-2504-08626 streams/journals/corr

Feng Liu 0037 Nicholas Chimitt Lanqing Guo Jitesh Jain Aditya Kane Minchul Kim Wes Robbins Yiyang Su Dingqiang Ye Xingguang Zhang Jie Zhu Siddharth Satyakam Christopher Perry Stanley H. Chan Arun Ross Humphrey Shi Zhangyang Wang Anil K. Jain 0001 Xiaoming Liu 0002 Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait. 2025 May abs/2505.04616 CoRR https://doi.org/10.48550/arXiv.2505.04616 db/journals/corr/corr2505.html#abs-2505-04616 streams/journals/corr

Arjun Ramesh Kaushik Bharat Yalavarthi Arun Ross Vishnu Boddeti Nalini K. Ratha Shielding Latent Face Representations From Privacy Attacks. 2025 May abs/2505.12688 CoRR https://doi.org/10.48550/arXiv.2505.12688 db/journals/corr/corr2505.html#abs-2505-12688 streams/journals/corr

Nitish Shukla Arun Ross diffDemorph: Extending Reference-Free Demorphing to Unseen Faces. 2025 May abs/2505.14527 CoRR https://doi.org/10.48550/arXiv.2505.14527 db/journals/corr/corr2505.html#abs-2505-14527 streams/journals/corr

Redwan Sony Parisa Farmanifard Hamzeh Alzwairy Nitish Shukla Arun Ross Benchmarking Foundation Models for Zero-Shot Biometric Tasks. 2025 May abs/2505.24214 CoRR https://doi.org/10.48550/arXiv.2505.24214 db/journals/corr/corr2505.html#abs-2505-24214 streams/journals/corr

Kien Nguyen 0001 Clinton Fookes Sridha Sridharan Huy Nguyen Feng Liu 0037 Xiaoming Liu 0002 Arun Ross Dana Michalski Tamás Endrei Ivan DeAndres-Tame Ruben Tolosana Rubén Vera-Rodríguez Aythami Morales Julian Fierrez Javier Ortega-Garcia Zijing Gong Yuhao Wang Xuehu Liu Pingping Zhang Md. Rashidunnabi Hugo Proença 0001 Kailash A. Hambarde Saeid Rezaei AG-VPReID 2025: Aerial-Ground Video-based Person Re-identification Challenge Results. 2025 June abs/2506.22843 CoRR https://doi.org/10.48550/arXiv.2506.22843 db/journals/corr/corr2506.html#abs-2506-22843 streams/journals/corr

Redwan Sony Parisa Farmanifard Arun Ross Anil K. Jain 0001 Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition. 2025 July abs/2507.03541 CoRR https://doi.org/10.48550/arXiv.2507.03541 db/journals/corr/corr2507.html#abs-2507-03541 streams/journals/corr

Nitish Shukla Arun Ross Facial Demorphing from a Single Morph Using a Latent Conditional GAN. 2025 July abs/2507.18566 CoRR https://doi.org/10.48550/arXiv.2507.18566 db/journals/corr/corr2507.html#abs-2507-18566 streams/journals/corr

Pegah Varghaei Kiran Abraham-Aggarwal Manoj T. Abraham Arun Ross Automated Assessment of Aesthetic Outcomes in Facial Plastic Surgery. 2025 August abs/2508.13363 CoRR https://doi.org/10.48550/arXiv.2508.13363 db/journals/corr/corr2508.html#abs-2508-13363 streams/journals/corr

Daniyal Kabir Dar Qiben Yan Li Xiao Arun Ross Impact of Phonetics on Speaker Identity in Adversarial Voice Attack. 2025 September abs/2509.15437 CoRR https://doi.org/10.48550/arXiv.2509.15437 db/journals/corr/corr2509.html#abs-2509-15437 streams/journals/corr

Shivangi Yadav Arun Ross A Multi-domain Image Translative Diffusion StyleGAN for Iris Presentation Attack Detection. 2025 October abs/2510.14314 CoRR https://doi.org/10.48550/arXiv.2510.14314 db/journals/corr/corr2510.html#abs-2510-14314 streams/journals/corr

Kien Nguyen 0001 Feng Liu 0037 Clinton Fookes Sridha Sridharan Xiaoming Liu 0002 Arun Ross Person Recognition in Aerial Surveillance: A Decade Survey. 2025 November abs/2511.17674 CoRR https://doi.org/10.48550/arXiv.2511.17674 db/journals/corr/corr2511.html#abs-2511-17674 streams/journals/corr

Fernando Alonso-Fernandez Josef Bigün Julian Fiérrez Naser Damer Hugo Proença 0001 Arun Ross Periocular Biometrics: A Modality for Unconstrained Scenarios. 40-49 2024 June 57 Computer 6 https://doi.org/10.1109/MC.2023.3298095 db/journals/computer/computer57.html#AlonsoFernandezBFDPR24

Hazim Kemal Ekenel Albert Ali Salah Arun Ross Vitomir Struc Lale Akarun Xilin Chen 0001 Shaun J. Canavan Welcome. 1-3 2024 FG https://doi.org/10.1109/FG59268.2024.10581898 conf/fgr/2024 db/conf/fgr/fg2024.html#EkenelSRSA0C24 Bharat Yalavarthi Arjun Ramesh Kaushik Arun Ross Vishnu Boddeti Nalini K. Ratha Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption. 1-9 2024 FG https://doi.org/10.1109/FG59268.2024.10581983 conf/fgr/2024 db/conf/fgr/fg2024.html#YalavarthiKRBR24 Parisa Farmanifard Arun Ross ChatGPT Meets Iris Biometrics. 1-10 2024 IJCB https://doi.org/10.1109/IJCB62174.2024.10744525 conf/icb/2024 db/conf/icb/ijcb2024.html#FarmanifardR24 Nitish Shukla Arun Ross Facial Demorphing via Identity Preserving Image Decomposition. 1-10 2024 IJCB https://doi.org/10.1109/IJCB62174.2024.10744431 conf/icb/2024 db/conf/icb/ijcb2024.html#ShuklaR24 Morgan Sandler Hyesun Choung Arun Ross Prabu David A Linguistic Comparison Between Human and ChatGPT-Generated Conversations. 366-380 2024 ICPRAI (1) https://doi.org/10.1007/978-981-97-8702-9_25 conf/icprai/2024-1 db/conf/icprai/icprai2024-1.html#SandlerCRD24 streams/conf/icprai Parisa Farmanifard Arun Ross Iris-SAM: Iris Segmentation Using a Foundation Model. 394-409 2024 ICPRAI (1) https://doi.org/10.1007/978-981-97-8702-9_27 conf/icprai/2024-1 db/conf/icprai/icprai2024-1.html#FarmanifardR24 streams/conf/icprai Sudipta Banerjee Anubhav Jain 0002 Zehua Jiang Nasir D. Memon Julian Togelius Arun Ross Alpha-Wolves and Alpha-mammals: Exploring Dictionary Attacks on Iris Recognition Systems. 1072-1081 2024 WACV (Workshops) https://doi.org/10.1109/WACVW60836.2024.00117 conf/wacv/2024w db/conf/wacv/wacv2024w.html#BanerjeeJJMTR24 Renu Sharma Redwan Sony Arun Ross Investigating Weight-Perturbed Deep Neural Networks with Application in Iris Presentation Attack Detection. 1082-1091 2024 WACV (Workshops) https://doi.org/10.1109/WACVW60836.2024.00118 conf/wacv/2024w db/conf/wacv/wacv2024w.html#SharmaSR24 Darshika Jauhari Renu Sharma Cunjian Chen Nelson Sepulveda Arun Ross Iris Presentation Attack: Assessing the Impact of Combining Vanadium Dioxide Films with Artificial Eyes. 1092-1101 2024 WACV (Workshops) https://doi.org/10.1109/WACVW60836.2024.00119 conf/wacv/2024w db/conf/wacv/wacv2024w.html#JauhariSCSR24 Feng Liu 0037 Ryan Ashbaugh Nicholas Chimitt Najmul Hassan Ali Hassani 0001 Ajay Jaiswal Minchul Kim Zhiyuan Mao Christopher Perry Zhiyuan Ren Yiyang Su Pegah Varghaei Kai Wang 0058 Stanley H. Chan Arun Ross Humphrey Shi Zhangyang Wang Anil Jain Xiaoming Liu 0002 FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude. 6215-6224 2024 WACV https://doi.org/10.1109/WACV57701.2024.00611 conf/wacv/2024 db/conf/wacv/wacv2024.html#0037ACH0JKMPRSV24

Morgan Sandler Hyesun Choung Arun Ross Prabu David A Linguistic Comparison between Human and ChatGPT-Generated Conversations. 2024 abs/2401.16587 CoRR https://doi.org/10.48550/arXiv.2401.16587 db/journals/corr/corr2401.html#abs-2401-16587

Parisa Farmanifard Arun Ross Iris-SAM: Iris Segmentation Using a Foundational Model. 2024 abs/2402.06497 CoRR https://doi.org/10.48550/arXiv.2402.06497 db/journals/corr/corr2402.html#abs-2402-06497

Sudipta Banerjee Anubhav Jain 0002 Zehua Jiang Nasir D. Memon Julian Togelius Arun Ross Alpha-wolves and Alpha-mammals: Exploring Dictionary Attacks on Iris Recognition Systems. 2024 abs/2403.12047 CoRR https://doi.org/10.48550/arXiv.2403.12047 db/journals/corr/corr2403.html#abs-2403-12047

Bharat Yalavarthi Arjun Ramesh Kaushik Arun Ross Vishnu Boddeti Nalini K. Ratha Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption. 2024 abs/2404.16255 CoRR https://doi.org/10.48550/arXiv.2404.16255 db/journals/corr/corr2404.html#abs-2404-16255

Shivangi Yadav Arun Ross Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis. 2024 abs/2404.17105 CoRR https://doi.org/10.48550/arXiv.2404.17105 db/journals/corr/corr2404.html#abs-2404-17105

Parisa Farmanifard Arun Ross ChatGPT Meets Iris Biometrics. 2024 abs/2408.04868 CoRR https://doi.org/10.48550/arXiv.2408.04868 db/journals/corr/corr2408.html#abs-2408-04868 streams/journals/corr

Sudipta Banerjee Arun Ross Detecting Near-Duplicate Face Images. 2024 abs/2408.07689 CoRR https://doi.org/10.48550/arXiv.2408.07689 db/journals/corr/corr2408.html#abs-2408-07689 streams/journals/corr

Melissa R. Dale Elliot Singer Bengt J. Borgström Arun Ross To Impute or Not: Recommendations for Multibiometric Fusion. 2024 abs/2408.07883 CoRR https://doi.org/10.48550/arXiv.2408.07883 db/journals/corr/corr2408.html#abs-2408-07883 streams/journals/corr

Nitish Shukla Arun Ross Facial Demorphing via Identity Preserving Image Decomposition. 2024 abs/2408.10993 CoRR https://doi.org/10.48550/arXiv.2408.10993 db/journals/corr/corr2408.html#abs-2408-10993 streams/journals/corr

Melissa R. Dale Anil K. Jain 0001 Arun Ross On Missing Scores in Evolving Multibiometric Systems. 2024 abs/2408.11271 CoRR https://doi.org/10.48550/arXiv.2408.11271 db/journals/corr/corr2408.html#abs-2408-11271 streams/journals/corr

Nitish Shukla Arun Ross dc-GAN: Dual-Conditioned GAN for Face Demorphing From a Single Morph. 2024 abs/2411.14494 CoRR https://doi.org/10.48550/arXiv.2411.14494 db/journals/corr/corr2411.html#abs-2411-14494 streams/journals/corr

Debasmita Pal Redwan Sony Arun Ross A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection. 2024 abs/2412.07199 CoRR https://doi.org/10.48550/arXiv.2412.07199 db/journals/corr/corr2412.html#abs-2412-07199 streams/journals/corr

Hyesun Choung Prabu David Arun Ross Trust and ethics in AI. 733-745 2023 April 38 AI Soc. 2 https://doi.org/10.1007/s00146-022-01473-4 db/journals/ais/ais38.html#ChoungDR23

Renu Sharma Arun Ross Periocular biometrics and its relevance to partially masked faces: A survey. 103583 2023 226 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2022.103583 db/journals/cviu/cviu226.html#SharmaR23

Hyesun Choung Prabu David Arun Ross Trust in AI and Its Role in the Acceptance of AI Technologies. 1727-1739 2023 May 39 Int. J. Hum. Comput. Interact. 9 https://doi.org/10.1080/10447318.2022.2050543 db/journals/ijhci/ijhci39.html#ChoungDR23

Kien Nguyen 0001 Clinton Fookes Sridha Sridharan Arun Ross Complex-Valued Iris Recognition Network. 182-196 2023 45 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2022.3152857 db/journals/pami/pami45.html#0001FSR23

Sushanta K. Pani Anurag Chowdhury Morgan Sandler Arun Ross Voice Morphing: Two Identities in One Voice. 1-6 2023 BIOSIG https://dl.gi.de/items/bc4bb927-861b-47c4-b694-81f931fd1ca5 https://doi.org/10.1109/BIOSIG58226.2023.10345989 conf/biosig/2023 db/conf/biosig/biosig2023.html#PaniCSR23 Vishnu Naresh Boddeti Gautam Sreekumar Arun Ross On the Biometric Capacity of Generative Face Models. 1-10 2023 IJCB https://doi.org/10.1109/IJCB57857.2023.10448647 conf/icb/2023 db/conf/icb/ijcb2023.html#BoddetiSR23 Kien Nguyen 0001 Clinton Fookes Sridha Sridharan Feng Liu 0037 Xiaoming Liu 0002 Arun Ross Dana Michalski Huy Nguyen Debayan Deb Mahak Kothari Manisha Saini Dawei Du Scott McCloskey Gabriel Bertocco Fernanda A. Andaló Terrance E. Boult Anderson Rocha 0001 Haidong Zhu Zhaoheng Zheng Ram Nevatia Zaigham A. Randhawa Sinan Sabri Gianfranco Doretto AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results. 1-10 2023 IJCB https://doi.org/10.1109/IJCB57857.2023.10448780 conf/icb/2023 db/conf/icb/ijcb2023.html#NguyenFSLLRMNDKSDMBABRZZNRSD23 Morgan Sandler Arun Ross Vocal Style Factorization for Effective Speaker Recognition in Affective Scenarios. 1-9 2023 IJCB https://doi.org/10.1109/IJCB57857.2023.10449091 conf/icb/2023 db/conf/icb/ijcb2023.html#SandlerR23 Shivangi Yadav Arun Ross iWarpGAN: Disentangling Identity and Style to Generate Synthetic Iris Images. 1-10 2023 IJCB https://doi.org/10.1109/IJCB57857.2023.10449250 conf/icb/2023 db/conf/icb/ijcb2023.html#YadavR23 Elliot Singer Bengt J. Borgström Kenneth Alperin Trang Nguyen Cagri Dagli Melissa R. Dale Arun Ross On the Design of the MITLL Trimodal Dataset for Identity Verification. 1-6 2023 IWBF https://doi.org/10.1109/IWBF57495.2023.10157658 conf/iwbf/2023 db/conf/iwbf/iwbf2023.html#SingerBANDDR23 Melissa R. Dale Elliot Singer Bengt J. Borgström Arun Ross To Impute or Not: Recommendations for Multibiometric Fusion. 1-6 2023 WIFS https://doi.org/10.1109/WIFS58808.2023.10374772 conf/wifs/2023 db/conf/wifs/wifs2023.html#DaleSBR23 Tilak Sharma Mahika Wason Vishnu Boddeti Arun Ross Nalini K. Ratha Fully Homomorphic Encryption Operators for Score and Decision Fusion in Biometric Identification. 1-6 2023 WIFS https://doi.org/10.1109/WIFS58808.2023.10374571 conf/wifs/2023 db/conf/wifs/wifs2023.html#SharmaWBRR23

Morgan Sandler Arun Ross Vocal Style Factorization for Effective Speaker Recognition in Affective Scenarios. 2023 abs/2305.07997 CoRR https://doi.org/10.48550/arXiv.2305.07997 db/journals/corr/corr2305.html#abs-2305-07997

Shivangi Yadav Arun Ross iWarpGAN: Disentangling Identity and Style to Generate Synthetic Iris Images. 2023 abs/2305.12596 CoRR https://doi.org/10.48550/arXiv.2305.12596 db/journals/corr/corr2305.html#abs-2305-12596

Feng Liu 0037 Ryan Ashbaugh Nicholas Chimitt Najmul Hassan Ali Hassani 0001 Ajay Jaiswal Minchul Kim Zhiyuan Mao Christopher Perry Zhiyuan Ren Yiyang Su Pegah Varghaei Kai Wang 0058 Xingguang Zhang Stanley H. Chan Arun Ross Humphrey Shi Zhangyang Wang Anil K. Jain 0001 Xiaoming Liu 0002 FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude. 2023 abs/2306.17206 CoRR https://doi.org/10.48550/arXiv.2306.17206 db/journals/corr/corr2306.html#abs-2306-17206

Debasmita Pal Arun Ross Synthesizing Forestry Images Conditioned on Plant Phenotype Using a Generative Adversarial Network. 2023 abs/2307.03789 CoRR https://doi.org/10.48550/arXiv.2307.03789 db/journals/corr/corr2307.html#abs-2307-03789

Vishnu Naresh Boddeti Gautam Sreekumar Arun Ross On the Biometric Capacity of Generative Face Models. 2023 abs/2308.02065 CoRR https://doi.org/10.48550/arXiv.2308.02065 db/journals/corr/corr2308.html#abs-2308-02065

Sushanta K. Pani Anurag Chowdhury Morgan Sandler Arun Ross Voice Morphing: Two Identities in One Voice. 2023 abs/2309.02404 CoRR https://doi.org/10.48550/arXiv.2309.02404 db/journals/corr/corr2309.html#abs-2309-02404

Renu Sharma Redwan Sony Arun Ross Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack Detection. 2023 abs/2311.12764 CoRR https://doi.org/10.48550/arXiv.2311.12764 db/journals/corr/corr2311.html#abs-2311-12764

Darshika Jauhari Renu Sharma Cunjian Chen Nelson Sepulveda Arun Ross Iris Presentation Attack: Assessing the Impact of Combining Vanadium Dioxide Films with Artificial Eyes. 2023 abs/2311.12773 CoRR https://doi.org/10.48550/arXiv.2311.12773 db/journals/corr/corr2311.html#abs-2311-12773

Arun Ross Sudipta Banerjee Anurag Chowdhury Deducing health cues from biometric data. 103438 2022 221 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2022.103438 db/journals/cviu/cviu221.html#RossBC22

Maria De Marsico Julian Fiérrez Arun Ross Shiqi Yu 0001 Pong C. Yuen Jianguo Zhang 0001 Special Section Guest Editorial. 451-452 2022 4 IEEE Trans. Biom. Behav. Identity Sci. 4 https://doi.org/10.1109/TBIOM.2022.3222672 db/journals/tbbis/tbbis4.html#MarsicoFRYYZ22

Anurag Chowdhury Austin Cozzo Arun Ross Domain Adaptation for Speaker Recognition in Singing and Spoken Voice. 7192-7196 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746111 conf/icassp/2022 db/conf/icassp/icassp2022.html#ChowdhuryCR22 Sudipta Banerjee Prateek Jaiswal Arun Ross Facial De-morphing: Extracting Component Faces from a Single Morph. 1-10 2022 IJCB https://doi.org/10.1109/IJCB54206.2022.10007977 conf/icb/2022 db/conf/icb/ijcb2022.html#BanerjeeJR22 Luke Sperling Nalini K. Ratha Arun Ross Vishnu Naresh Boddeti HEFT: Homomorphically Encrypted Fusion of Biometric Templates. 1-10 2022 IJCB https://doi.org/10.1109/IJCB54206.2022.10007995 conf/icb/2022 db/conf/icb/ijcb2022.html#SperlingRRB22 Sudipta Banerjee Aditi Aggarwal Arun Ross Can GAN-Induced Attribute Manipulations Impact Face Recognition? 521-535 2022 ICPR Workshops (3) https://doi.org/10.1007/978-3-031-37731-0_38 conf/icpr/2022w3 db/conf/icpr/icpr2022w3.html#BanerjeeAR22 Melissa R. Dale Anil K. Jain 0001 Arun Ross On Missing Scores in Evolving Multibiometric Systems. 982-988 2022 ICPR https://doi.org/10.1109/ICPR56361.2022.9956535 conf/icpr/2022 db/conf/icpr/icpr2022.html#Dale0R22 Melissa R. Dale Arun Ross Erik M. Shapiro Fusing AutoML Models: A Case Study in Medical Image Classification. 174-185 2022 ICPRAI (2) https://doi.org/10.1007/978-3-031-09282-4_15 conf/icprai/2022-2 db/conf/icprai/icprai2022-2.html#DaleRS22 Thomas Swearingen Arun Ross Synthesizing Face Images from Match Scores. 292-300 2022 WACV (Workshops) https://doi.org/10.1109/WACVW54805.2022.00035 conf/wacv/2022w db/conf/wacv/wacv2022w.html#SwearingenR22 Vahid Mirjalili Sebastian Raschka Arun Ross PrivacyNet results: obfuscated face images. 2022 May https://doi.org/10.21227/qgs2-np56 IEEE DataPort streams/repo/ieeedataport

Kien Nguyen Thanh Clinton Fookes Sridha Sridharan Yingli Tian Feng Liu 0037 Xiaoming Liu 0002 Arun Ross The State of Aerial Surveillance: A Survey. 2022 abs/2201.03080 CoRR https://arxiv.org/abs/2201.03080 db/journals/corr/corr2201.html#abs-2201-03080

David Anghelone Cunjian Chen Arun Ross Antitza Dantcheva Beyond the Visible: A Survey on Cross-spectral Face Recognition. 2022 abs/2201.04435 CoRR https://arxiv.org/abs/2201.04435 db/journals/corr/corr2201.html#abs-2201-04435

Hyesun Choung Prabu David Arun Ross Trust in AI and Its Role in the Acceptance of AI Technologies. 2022 abs/2203.12687 CoRR https://doi.org/10.48550/arXiv.2203.12687 db/journals/corr/corr2203.html#abs-2203-12687

Renu Sharma Arun Ross Periocular Biometrics and its Relevance to Partially Masked Faces: A Survey. 2022 abs/2203.15203 CoRR https://doi.org/10.48550/arXiv.2203.15203 db/journals/corr/corr2203.html#abs-2203-15203

Luke Sperling Nalini K. Ratha Arun Ross Vishnu Naresh Boddeti HEFT: Homomorphically Encrypted Fusion of Biometric Templates. 2022 abs/2208.07241 CoRR https://doi.org/10.48550/arXiv.2208.07241 db/journals/corr/corr2208.html#abs-2208-07241

Pedro C. Neto Tiago Gonçalves 0001 João Ribeiro Pinto Wilson Silva Ana Filipa Sequeira Arun Ross Jaime S. Cardoso 0001 Explainable Biometrics in the Age of Deep Learning. 2022 abs/2208.09500 CoRR https://doi.org/10.48550/arXiv.2208.09500 db/journals/corr/corr2208.html#abs-2208-09500

Sudipta Banerjee Prateek Jaiswal Arun Ross Facial De-morphing: Extracting Component Faces from a Single Morph. 2022 abs/2209.02933 CoRR https://doi.org/10.48550/arXiv.2209.02933 db/journals/corr/corr2209.html#abs-2209-02933

Sudipta Banerjee Aditi Aggarwal Arun Ross Can GAN-induced Attribute Manipulations Impact Face Recognition? 2022 abs/2209.02941 CoRR https://doi.org/10.48550/arXiv.2209.02941 db/journals/corr/corr2209.html#abs-2209-02941

Morgan Sandler Arun Ross Is Style All You Need? Dependencies Between Emotion and GST-based Speaker Recognition. 2022 abs/2211.08213 CoRR https://doi.org/10.48550/arXiv.2211.08213 db/journals/corr/corr2211.html#abs-2211-08213

Fernando Alonso-Fernandez Josef Bigün Julian Fiérrez Naser Damer Hugo Proença 0001 Arun Ross Periocular Biometrics: A Modality for Unconstrained Scenarios. 2022 abs/2212.13792 CoRR https://doi.org/10.48550/arXiv.2212.13792 db/journals/corr/corr2212.html#abs-2212-13792

Albert Ali Salah Arun Ross Selected Works From Automated Face and Gesture Recognition 2020. 4-5 2021 3 IEEE Trans. Biom. Behav. Identity Sci. 1 https://doi.org/10.1109/TBIOM.2021.3051461 db/journals/tbbis/tbbis3.html#SalahR21

Ana Filipa Sequeira Arun Ross Selected Works From International Workshop on Biometrics and Forensics 2020. 154 2021 3 IEEE Trans. Biom. Behav. Identity Sci. 2 https://doi.org/10.1109/TBIOM.2021.3062118 db/journals/tbbis/tbbis3.html#SequeiraR21

Christof Kauba Simon Kirchgasser Vahid Mirjalili Andreas Uhl Arun Ross Inverse Biometrics: Generating Vascular Images From Binary Templates. 464-478 2021 3 IEEE Trans. Biom. Behav. Identity Sci. 4 https://doi.org/10.1109/TBIOM.2021.3073666 db/journals/tbbis/tbbis3.html#KaubaKMUR21

Blaz Meden Peter Rot Philipp Terhörst Naser Damer Arjan Kuijper Walter J. Scheirer Arun Ross Peter Peer Vitomir Struc Privacy-Enhancing Face Biometrics: A Comprehensive Survey. 4147-4183 2021 16 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2021.3096024 db/journals/tifs/tifs16.html#MedenRTDKSRPS21

David Anghelone Cunjian Chen Philippe Faure Arun Ross Antitza Dantcheva Explainable Thermal to Visible Face Recognition Using Latent-Guided Generative Adversarial Network. 1-8 2021 FG https://doi.org/10.1109/FG52635.2021.9667018 conf/fgr/2021 db/conf/fgr/fg2021.html#AngheloneCFRD21 Anurag Chowdhury Arun Ross Prabu David DEEPTALK: Vocal Style Encoding for Speaker Recognition and Speech Synthesis. 6189-6193 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414169 conf/icassp/2021 db/conf/icassp/icassp2021.html#ChowdhuryRD21 Sudipta Banerjee Arun Ross Conditional Identity Disentanglement for Differential Face Morph Detection. 1-8 2021 IJCB https://doi.org/10.1109/IJCB52358.2021.9484355 conf/icb/2021 db/conf/icb/ijcb2021.html#BanerjeeR21 Renu Sharma Arun Ross Image-Level Iris Morph Attack. 3013-3017 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506802 conf/icip/2021 db/conf/icip/icip2021.html#SharmaR21 Cunjian Chen Arun Ross An Explainable Attention-Guided Iris Presentation Attack Detector. 97-106 2021 WACV (Workshops) https://doi.org/10.1109/WACVW52041.2021.00015 conf/wacv/2021w db/conf/wacv/wacv2021w.html#ChenR21 Shivangi Yadav Arun Ross CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection. 2411-2420 2021 WACV https://doi.org/10.1109/WACV48630.2021.00246 conf/wacv/2021 db/conf/wacv/wacv2021.html#YadavR21

Sudipta Banerjee Arun Ross One-shot Representational Learning for Joint Biometric and Device Authentication. 2021 abs/2101.00524 CoRR https://arxiv.org/abs/2101.00524 db/journals/corr/corr2101.html#abs-2101-00524

Sudipta Banerjee Arun Ross Conditional Identity Disentanglement for Differential Face Morph Detection. 2021 abs/2107.02162 CoRR https://arxiv.org/abs/2107.02162 db/journals/corr/corr2107.html#abs-2107-02162

Aidan Boyd Shivangi Yadav Thomas Swearingen Andrey Kuehlkamp Mateusz Trokielewicz Eric Benjamin Piotr Maciejewicz Dennis Chute Arun Ross Patrick J. Flynn Kevin W. Bowyer Adam Czajka Post-Mortem Iris Recognition - A Survey and Assessment of the State of the Art. 136570-136593 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3011364 db/journals/access/access8.html#BoydYSKTBMCRFBC20

Arun Ross Sudipta Banerjee Anurag Chowdhury Security in smart cities: A brief review of digital forensic schemes for biometric data. 346-354 2020 138 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.07.009 https://www.wikidata.org/entity/Q115038497 db/journals/prl/prl138.html#RossBC20

Sudipta Banerjee Arun Ross Face Phylogeny Tree Using Basis Functions. 310-325 2020 2 IEEE Trans. Biom. Behav. Identity Sci. 4 https://doi.org/10.1109/TBIOM.2020.2983321 db/journals/tbbis/tbbis2.html#BanerjeeR20

Anurag Chowdhury Arun Ross Fusing MFCC and LPC Features Using 1D Triplet CNN for Speaker Recognition in Severely Degraded Audio Signals. 1616-1629 2020 15 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2019.2941773 db/journals/tifs/tifs15.html#ChowdhuryR20

Vahid Mirjalili Sebastian Raschka Arun Ross PrivacyNet: Semi-Adversarial Networks for Multi-Attribute Face Privacy. 9400-9412 2020 29 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2020.3024026 https://www.wikidata.org/entity/Q99589013 db/journals/tip/tip29.html#MirjaliliRR20

Juan P. Wachs Sergio Escalera Jeffrey F. Cohn Albert Ali Salah Arun Ross Message from the General and Program Chairs FG 2020. xxi 2020 FG https://doi.org/10.1109/FG47880.2020.00150 conf/fgr/2020 db/conf/fgr/fg2020.html#WachsECSR20 Priyanka Das 0004 Joseph McGrath Zhaoyuan Fang Aidan Boyd Ganghee Jang Amir Mohammadi Sandip Purnapatra David Yambay Sébastien Marcel Mateusz Trokielewicz Piotr Maciejewicz Kevin W. Bowyer Adam Czajka Stephanie Schuckers Juan E. Tapia Sebastian Gonzalez Meiling Fang Naser Damer Fadi Boutros Arjan Kuijper Renu Sharma Cunjian Chen Arun Ross Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. 1-9 2020 IJCB https://doi.org/10.1109/IJCB48548.2020.9304941 conf/icb/2020 db/conf/icb/ijcb2020.html#DasMFBJMPYMTMBC20 Christof Kauba Simon Kirchgasser Vahid Mirjalili Andreas Uhl Arun Ross Inverse Biometrics: Reconstructing Grayscale Finger Vein Images from Binary Features. 1-10 2020 IJCB https://doi.org/10.1109/IJCB48548.2020.9304866 conf/icb/2020 db/conf/icb/ijcb2020.html#KaubaKMUR20 Renu Sharma Arun Ross D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector. 1-10 2020 IJCB https://doi.org/10.1109/IJCB48548.2020.9304880 conf/icb/2020 db/conf/icb/ijcb2020.html#SharmaR20 Sudipta Banerjee Arun Ross One-shot Representational Learning for Joint Biometric and Device Authentication. 5988-5995 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9413087 conf/icpr/2020 db/conf/icpr/icpr2020.html#BanerjeeR20 Renu Sharma Arun Ross Viability of Optical Coherence Tomography for Iris Presentation Attack Detection. 6165-6172 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412719 conf/icpr/2020 db/conf/icpr/icpr2020.html#SharmaR20 Osama Ouda Karthik Nandakumar Arun Ross Cancelable Biometrics Vault: A Secure Key-Binding Biometric Cryptosystem based on Chaffing and Winnowing. 8735-8742 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412957 conf/icpr/2020 db/conf/icpr/icpr2020.html#OudaNR20 Thomas Swearingen Arun Ross Lookalike Disambiguation: Improving Face Identification Performance at Top Ranks. 10508-10515 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412063 conf/icpr/2020 db/conf/icpr/icpr2020.html#SwearingenR20 Anurag Chowdhury Austin Cozzo Arun Ross JukeBox: A Multilingual Singer Recognition Dataset. 2267-2271 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2972 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#ChowdhuryCR20 Anurag Chowdhury Simon Kirchgasser Andreas Uhl Arun Ross Can a CNN Automatically Learn the Significance of Minutiae Points for Fingerprint Matching? 340-348 2020 WACV https://doi.org/10.1109/WACV45572.2020.9093301 conf/wacv/2020 db/conf/wacv/wacv2020.html#ChowdhuryKUR20 Shivangi Yadav Cunjian Chen Arun Ross Relativistic Discriminator: A One-Class Classifier for Generalized Iris Presentation Attack Detection. 2624-2633 2020 WACV https://doi.org/10.1109/WACV45572.2020.9093313 conf/wacv/2020 db/conf/wacv/wacv2020.html#YadavCR20

Vahid Mirjalili Sebastian Raschka Arun Ross PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy. 2020 abs/2001.00561 CoRR http://arxiv.org/abs/2001.00561 db/journals/corr/corr2001.html#abs-2001-00561

Sudipta Banerjee Arun Ross Face Phylogeny Tree Using Basis Functions. 2020 abs/2002.09068 CoRR https://arxiv.org/abs/2002.09068 db/journals/corr/corr2002.html#abs-2002-09068

Renu Sharma Arun Ross D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector. 2020 abs/2007.01381 CoRR https://arxiv.org/abs/2007.01381 db/journals/corr/corr2007.html#abs-2007-01381

Anurag Chowdhury Austin Cozzo Arun Ross JukeBox: A Multilingual Singer Recognition Dataset. 2020 abs/2008.03507 CoRR https://arxiv.org/abs/2008.03507 db/journals/corr/corr2008.html#abs-2008-03507

Anurag Chowdhury Arun Ross DeepVOX: Discovering Features from Raw Audio for Speaker Recognition in Degraded Audio Signals. 2020 abs/2008.11668 CoRR https://arxiv.org/abs/2008.11668 db/journals/corr/corr2008.html#abs-2008-11668

Priyanka Das 0004 Joseph McGrath Zhaoyuan Fang Aidan Boyd Ganghee Jang Amir Mohammadi Sandip Purnapatra David Yambay Sébastien Marcel Mateusz Trokielewicz Piotr Maciejewicz Kevin W. Bowyer Adam Czajka Stephanie Schuckers Juan E. Tapia Sebastian Gonzalez Meiling Fang Naser Damer Fadi Boutros Arjan Kuijper Renu Sharma Cunjian Chen Arun Ross Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. 2020 abs/2009.00749 CoRR https://arxiv.org/abs/2009.00749 db/journals/corr/corr2009.html#abs-2009-00749

Sudipta Banerjee Arun Ross Smartphone Camera De-identification while Preserving Biometric Utility. 2020 abs/2009.08511 CoRR https://arxiv.org/abs/2009.08511 db/journals/corr/corr2009.html#abs-2009-08511

Cunjian Chen Arun Ross Attention-Guided Network for Iris Presentation Attack Detection. 2020 abs/2010.12631 CoRR https://arxiv.org/abs/2010.12631 db/journals/corr/corr2010.html#abs-2010-12631

Renu Sharma Arun Ross Viability of Optical Coherence Tomography for Iris Presentation Attack Detection. 2020 abs/2011.10655 CoRR https://arxiv.org/abs/2011.10655 db/journals/corr/corr2011.html#abs-2011-10655

Kien Nguyen 0001 Clinton Fookes Sridha Sridharan Arun Ross Complex-valued Iris Recognition Network. 2020 abs/2011.11198 CoRR https://arxiv.org/abs/2011.11198 db/journals/corr/corr2011.html#abs-2011-11198

Shivangi Yadav Arun Ross CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection. 2020 abs/2012.02374 CoRR https://arxiv.org/abs/2012.02374 db/journals/corr/corr2012.html#abs-2012-02374

Anurag Chowdhury Arun Ross Prabu David DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech Synthesis. 2020 abs/2012.05084 CoRR https://arxiv.org/abs/2012.05084 db/journals/corr/corr2012.html#abs-2012-05084

Denton Bobeldyk Arun Ross Analyzing Covariate Influence on Gender and Race Prediction From Near-Infrared Ocular Images. 7905-7919 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2018.2886275 https://www.wikidata.org/entity/Q128762692 db/journals/access/access7.html#BobeldykR19

Vahid Mirjalili Sebastian Raschka Arun Ross FlowSAN: Privacy-Enhancing Semi-Adversarial Networks to Confound Arbitrary Face-Based Gender Classifiers. 99735-99745 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2924619 https://www.wikidata.org/entity/Q127643085 db/journals/access/access7.html#MirjaliliRR19

Ruggero Donida Labati Enrique Muñoz Ballester Vincenzo Piuri Arun Ross Fabio Scotti Non-ideal iris segmentation using Polar Spline RANSAC and illumination compensation. 2019 188 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2019.07.007 db/journals/cviu/cviu188.html#LabatiBPRS19

Maneet Singh Richa Singh 0001 Arun Ross A comprehensive overview of biometric fusion. 187-205 2019 52 Inf. Fusion https://doi.org/10.1016/j.inffus.2018.12.003 db/journals/inffus/inffus52.html#SinghSR19

Sudipta Banerjee Arun Ross Face Phylogeny Tree: Deducing Relationships Between Near-Duplicate Face Images Using Legendre Polynomials and Radial Basis Functions. 1-9 2019 BTAS https://doi.org/10.1109/BTAS46853.2019.9185972 conf/btas/2019 db/conf/btas/btas2019.html#BanerjeeR19 Sudipta Banerjee Arun Ross Smartphone Camera De-identification while Preserving Biometric Utility. 1-10 2019 BTAS https://doi.org/10.1109/BTAS46853.2019.9185996 conf/btas/2019 db/conf/btas/btas2019.html#BanerjeeR19a Aditi Roy Nasir D. Memon Arun Ross MasterPrint Attack Resistance: A Maximum Cover Based Approach for Automatic Fingerprint Template Selection. 1-9 2019 BTAS https://doi.org/10.1109/BTAS46853.2019.9186010 conf/btas/2019 db/conf/btas/btas2019.html#RoyMR19 Shivangi Yadav Cunjian Chen Arun Ross Synthesizing Iris Images Using RaSGAN With Application in Presentation Attack Detection. 2422-2430 2019 CVPR Workshops http://openaccess.thecvf.com/content_CVPRW_2019/html/Biometrics/Yadav_Synthesizing_Iris_Images_Using_RaSGAN_With_Application_in_Presentation_Attack_CVPRW_2019_paper.html https://doi.org/10.1109/CVPRW.2019.00297 conf/cvpr/2019w db/conf/cvpr/cvprw2019.html#YadavCR19 Cunjian Chen Arun Ross Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network. 1-8 2019 FG https://doi.org/10.1109/FG.2019.8756527 conf/fgr/2019 db/conf/fgr/fg2019.html#ChenR19 Debayan Deb Arun Ross Anil K. Jain 0001 Kwaku O. Prakah-Asante K. Venkatesh Prasad Actions Speak Louder Than (Pass)words: Passive Authentication of Smartphone* Users via Deep Temporal Features. 1-8 2019 ICB https://doi.org/10.1109/ICB45273.2019.8987433 conf/icb/2019 db/conf/icb/icb2019.html#DebR0PP19 Steven Hoffman Renu Sharma Arun Ross Iris + Ocular: Generalized Iris Presentation Attack Detection Using Multiple Convolutional Neural Networks. 1-8 2019 ICB https://doi.org/10.1109/ICB45273.2019.8987261 conf/icb/2019 db/conf/icb/icb2019.html#HoffmanSR19 Richard Plesh Keivan Bahmani Ganghee Jang David Yambay Ken Brownlee Timothy Swyka Peter Johnson 0010 Arun Ross Stephanie Schuckers Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures. 1-8 2019 ICB https://doi.org/10.1109/ICB45273.2019.8987297 conf/icb/2019 db/conf/icb/icb2019.html#PleshBJYBSJRS19 Arun Ross Sudipta Banerjee Cunjian Chen Anurag Chowdhury Vahid Mirjalili Renu Sharma Thomas Swearingen Shivangi Yadav Some Research Problems in Biometrics: The Future Beckons. 1-8 2019 ICB https://doi.org/10.1109/ICB45273.2019.8987307 conf/icb/2019 db/conf/icb/icb2019.html#RossBCCMSSY19 Sudipta Banerjee Vahid Mirjalili Arun Ross Spoofing PRNU Patterns of Iris Sensors while Preserving Iris Recognition. 1-10 2019 ISBA https://doi.org/10.1109/ISBA.2019.8778483 conf/isba/2019 db/conf/isba/isba2019.html#BanerjeeMR19 Olly Styles Arun Ross Victor Sanchez Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. 716-721 2019 IV https://doi.org/10.1109/IVS.2019.8814207 conf/ivs/2019 db/conf/ivs/ivs2019.html#StylesRS19 Denton Bobeldyk Arun Ross Predicting Soft Biometric Attributes from 30 Pixels: A Case Study in NIR Ocular Images. 116-124 2019 WACV Workshops https://doi.org/10.1109/WACVW.2019.00024 conf/wacv/2019w db/conf/wacv/wacv2019w.html#BobeldykR19 Ajita Rattani Reza Derakhshani Arun Ross Introduction to Selfie Biometrics. 1-18 2019 Selfie Biometrics https://doi.org/10.1007/978-3-030-26972-2_1 books/sp/19/RDS2019 db/books/collections/RDS2019.html#RattaniDR19 Veeru Talreja Terry Ferrett Matthew C. Valenti Arun Ross A Framework for Secure Selfie-Based Biometric Authentication in the Cloud. 275-297 2019 Selfie Biometrics https://doi.org/10.1007/978-3-030-26972-2_14 books/sp/19/RDS2019 db/books/collections/RDS2019.html#TalrejaFVR19 Ajita Rattani Reza Derakhshani Arun Ross Selfie Biometrics - Advances and Challenges Selfie Biometrics Springer 2019 Advances in Computer Vision and Pattern Recognition 978-3-030-26971-5 978-3-030-26972-2 https://doi.org/10.1007/978-3-030-26972-2 db/books/collections/RDS2019.html

Debayan Deb Arun Ross Anil K. Jain 0001 Kwaku O. Prakah-Asante K. Venkatesh Prasad Actions Speak Louder Than (Pass)words: Passive Authentication of Smartphone Users via Deep Temporal Features. 2019 abs/1901.05107 CoRR http://arxiv.org/abs/1901.05107 db/journals/corr/corr1901.html#abs-1901-05107

Maneet Singh Richa Singh 0001 Arun Ross A Comprehensive Overview of Biometric Fusion. 2019 abs/1902.02919 CoRR http://arxiv.org/abs/1902.02919 db/journals/corr/corr1902.html#abs-1902-02919

Cunjian Chen Arun Ross Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network. 2019 abs/1903.00963 CoRR http://arxiv.org/abs/1903.00963 db/journals/corr/corr1903.html#abs-1903-00963

Vahid Mirjalili Sebastian Raschka Arun Ross FlowSAN: Privacy-enhancing Semi-Adversarial Networks to Confound Arbitrary Face-based Gender Classifiers. 2019 abs/1905.01388 CoRR http://arxiv.org/abs/1905.01388 db/journals/corr/corr1905.html#abs-1905-01388

Olly Styles Arun Ross Victor Sanchez Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. 2019 abs/1905.03681 CoRR http://arxiv.org/abs/1905.03681 db/journals/corr/corr1905.html#abs-1905-03681

Arun Ross Sudipta Banerjee Cunjian Chen Anurag Chowdhury Vahid Mirjalili Renu Sharma Thomas Swearingen Shivangi Yadav Some Research Problems in Biometrics: The Future Beckons. 2019 abs/1905.04717 CoRR http://arxiv.org/abs/1905.04717 db/journals/corr/corr1905.html#abs-1905-04717

Kien Nguyen Thanh Clinton Fookes Arun Ross Sridha Sridharan Iris Recognition With Off-the-Shelf CNN Features: A Deep Learning Perspective. 18848-18855 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2017.2784352 db/journals/access/access6.html#NguyenFRS18

Arun Ross Eduardo S. L. Gastal Joaquim A. Jorge Ricardo L. de Queiroz Foreword to the Special Section on SIBGRAPI 2018. 5- 2018 77 Comput. Graph. https://doi.org/10.1016/j.cag.2018.10.005 db/journals/cg/cg77.html#RossGJQ18

Yan Shi 0006 Arun Ross Subir Biswas 0002 Source identification of encrypted video traffic in the presence of heterogeneous network traffic. 101-110 2018 129 Comput. Commun. https://doi.org/10.1016/j.comcom.2018.07.019 https://www.wikidata.org/entity/Q123141104 db/journals/comcom/comcom129.html#ShiRB18

Patrick Connor Arun Ross Biometric recognition by gait: A survey of modalities and features. 1-27 2018 167 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2018.01.007 db/journals/cviu/cviu167.html#ConnorR18

Thomas Swearingen Arun Ross Label propagation approach for predicting missing biographic labels in face-based biometric records. 71-80 2018 7 IET Biom. 1 https://doi.org/10.1049/iet-bmt.2017.0117 db/journals/iet-bmt/iet-bmt7.html#SwearingenR18

Muhammad Jamal Afridi Arun Ross Erik M. Shapiro On automated source selection for transfer learning in convolutional neural networks. 65-75 2018 73 Pattern Recognit. https://doi.org/10.1016/j.patcog.2017.07.019 https://www.wikidata.org/entity/Q64934289 db/journals/pr/pr73.html#AfridiRS18

Philip Bontrager Aditi Roy Julian Togelius Nasir D. Memon Arun Ross DeepMasterPrints: Generating MasterPrints for Dictionary Attacks via Latent Variable Evolution*. 1-9 2018 BTAS https://doi.org/10.1109/BTAS.2018.8698539 conf/btas/2018 db/conf/btas/btas2018.html#BontragerRTMR18 Cunjian Chen Arun Ross Exploring the Use of IrisCodes for Presentation Attack Detection. 1-9 2018 BTAS https://doi.org/10.1109/BTAS.2018.8698581 conf/btas/2018 db/conf/btas/btas2018.html#ChenR18 Vahid Mirjalili Sebastian Raschka Arun Ross Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers. 1-10 2018 BTAS https://doi.org/10.1109/BTAS.2018.8698605 conf/btas/2018 db/conf/btas/btas2018.html#MirjaliliRR18 Steven Hoffman Renu Sharma Arun Ross Convolutional Neural Networks for Iris Presentation Attack Detection: Toward Cross-Dataset and Cross-Sensor Generalization. 1620-1628 2018 CVPR Workshops http://openaccess.thecvf.com/content_cvpr_2018_workshops/w32/html/Hoffman_Convolutional_Neural_Networks_CVPR_2018_paper.html https://doi.org/10.1109/CVPRW.2018.00213 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2018.00213 conf/cvpr/2018w db/conf/cvpr/cvprw2018.html#HoffmanSR18 Aditi Roy Nasir D. Memon Julian Togelius Arun Ross Evolutionary Methods for Generating Synthetic MasterPrint Templates: Dictionary Attack in Fingerprint Recognition. 39-46 2018 ICB https://doi.org/10.1109/ICB2018.2018.00017 conf/icb/2018 db/conf/icb/icb2018.html#RoyMTR18 Rosario Arjona Miguel Ángel Prada-Delgado Iluminada Baturone Arun Ross Securing Minutia Cylinder Codes for Fingerprints through Physically Unclonable Functions: An Exploratory Study. 54-60 2018 ICB https://doi.org/10.1109/ICB2018.2018.00019 conf/icb/2018 db/conf/icb/icb2018.html#ArjonaPBR18 Vahid Mirjalili Sebastian Raschka Anoop M. Namboodiri Arun Ross Semi-adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images. 82-89 2018 ICB https://doi.org/10.1109/ICB2018.2018.00023 https://www.wikidata.org/entity/Q56875639 conf/icb/2018 db/conf/icb/icb2018.html#MirjaliliRNR18 Denton Bobeldyk Arun Ross Predicting Eye Color from Near Infrared Iris Images. 104-110 2018 ICB https://doi.org/10.1109/ICB2018.2018.00026 conf/icb/2018 db/conf/icb/icb2018.html#BobeldykR18 Veeru Talreja Terry Ferrett Matthew C. Valenti Arun Ross Biometrics-as-a-service: A framework to promote innovative biometric recognition in the cloud. 1-6 2018 ICCE https://doi.org/10.1109/ICCE.2018.8326075 conf/iccel/2018 db/conf/iccel/icce2018.html#TalrejaFVR18 Anurag Chowdhury Yousef Atoum Luan Tran Xiaoming Liu 0002 Arun Ross MSU-AVIS dataset: Fusing Face and Voice Modalities for Biometric Recognition in Indoor Surveillance Videos. 3567-3573 2018 ICPR https://doi.org/10.1109/ICPR.2018.8545260 https://doi.ieeecomputersociety.org/10.1109/ICPR.2018.8545260 conf/icpr/2018 db/conf/icpr/icpr2018.html#ChowdhuryAT0R18 Sudipta Banerjee Arun Ross Impact of photometric transformations on PRNU estimation schemes: A case study using near infrared ocular images. 1-8 2018 IWBF https://doi.org/10.1109/IWBF.2018.8401560 conf/iwbf/2018 db/conf/iwbf/iwbf2018.html#BanerjeeR18 Cunjian Chen Arun Ross A Multi-task Convolutional Neural Network for Joint Iris Detection and Presentation Attack Detection. 44-51 2018 WACV Workshops https://doi.org/10.1109/WACVW.2018.00011 https://doi.ieeecomputersociety.org/10.1109/WACVW.2018.00011 conf/wacv/2018w db/conf/wacv/wacv2018w.html#ChenR18

Denton Bobeldyk Arun Ross Predicting Gender and Race from Near Infrared Iris and Periocular Images. 2018 abs/1805.01912 CoRR http://arxiv.org/abs/1805.01912 db/journals/corr/corr1805.html#abs-1805-01912

Vahid Mirjalili Sebastian Raschka Arun Ross Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers. 2018 abs/1807.11936 CoRR http://arxiv.org/abs/1807.11936 db/journals/corr/corr1807.html#abs-1807-11936

Sudipta Banerjee Vahid Mirjalili Arun Ross Spoofing PRNU Patterns of Iris Sensors while Preserving Iris Recognition. 2018 abs/1808.10765 CoRR http://arxiv.org/abs/1808.10765 db/journals/corr/corr1808.html#abs-1808-10765

Yan Yan 0002 Jiwen Lu Ajmal S. Mian Arun Ross Vittorio Murino Radu Horaud Guest Editorial: Language in Vision. 1-2 2017 163 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2017.11.002 db/journals/cviu/cviu163.html#YanLMRMH17

Kien Nguyen Thanh Clinton Fookes Raghavender R. Jillela Sridha Sridharan Arun Ross Long range iris recognition: A survey. 123-143 2017 72 Pattern Recognit. https://doi.org/10.1016/j.patcog.2017.05.021 db/journals/pr/pr72.html#NguyenFJSR17

Aditi Roy Nasir D. Memon Arun Ross MasterPrint: Exploring the Vulnerability of Partial Fingerprint-Based Authentication Systems. 2013-2025 2017 12 IEEE Trans. Inf. Forensics Secur. 9 https://doi.org/10.1109/TIFS.2017.2691658 https://www.wikidata.org/entity/Q114255816 db/journals/tifs/tifs12.html#RoyMR17

Thomas Swearingen Will Drevo Bennett Cyphers Alfredo Cuesta-Infante Arun Ross Kalyan Veeramachaneni ATM: A distributed, collaborative, scalable system for automated machine learning. 151-162 2017 IEEE BigData https://doi.org/10.1109/BigData.2017.8257923 https://www.wikidata.org/entity/Q62870544 conf/bigdataconf/2017 db/conf/bigdataconf/bigdataconf2017.html#SwearingenDCCRV17 Javier Galbally Marta Gomez-Barrero Arun Ross Accuracy evaluation of handwritten signature verification: Rethinking the random-skilled forgeries dichotomy. 302-310 2017 IJCB https://doi.org/10.1109/BTAS.2017.8272711 conf/icb/2017 db/conf/icb/ijcb2017.html#GalballyGR17 Vahid Mirjalili Arun Ross Soft biometric privacy: Retaining biometric utility of face images while perturbing gender. 564-573 2017 IJCB https://doi.org/10.1109/BTAS.2017.8272743 conf/icb/2017 db/conf/icb/ijcb2017.html#MirjaliliR17 Anurag Chowdhury Arun Ross Extracting sub-glottal and Supra-glottal features from MFCC using convolutional neural networks for speaker identification in degraded audio signals. 608-617 2017 IJCB https://doi.org/10.1109/BTAS.2017.8272748 conf/icb/2017 db/conf/icb/ijcb2017.html#ChowdhuryR17 Sudipta Banerjee Arun Ross Computing an image Phylogeny Tree from photometrically modified iris images. 618-626 2017 IJCB https://doi.org/10.1109/BTAS.2017.8272749 conf/icb/2017 db/conf/icb/ijcb2017.html#BanerjeeR17 Cunjian Chen Antitza Dantcheva Thomas Swearingen Arun Ross Spoofing faces using makeup: An investigative study. 1-8 2017 ISBA https://doi.org/10.1109/ISBA.2017.7947686 conf/isba/2017 db/conf/isba/isba2017.html#ChenDSR17 Sudipta Banerjee Arun Ross From image to sensor: Comparative evaluation of multiple PRNU estimation schemes for identifying sensors from NIR iris images. 1-6 2017 IWBF https://doi.org/10.1109/IWBF.2017.7935081 conf/iwbf/2017 db/conf/iwbf/iwbf2017.html#BanerjeeR17

Veeru Talreja Terry Ferrett Matthew C. Valenti Arun Ross Biometrics-as-a-Service: A Framework to Promote Innovative Biometric Recognition in the Cloud. 2017 abs/1710.09183 CoRR http://arxiv.org/abs/1710.09183 db/journals/corr/corr1710.html#abs-1710-09183

Vahid Mirjalili Sebastian Raschka Anoop M. Namboodiri Arun Ross Semi-Adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images. 2017 abs/1712.00321 CoRR http://arxiv.org/abs/1712.00321 db/journals/corr/corr1712.html#abs-1712-00321

Richa Singh 0001 Arun Ross Kevin W. Bowyer Special issue on information fusion in biometrics. 1-2 2016 32 Inf. Fusion https://doi.org/10.1016/j.inffus.2016.04.004 db/journals/inffus/inffus32.html#SinghRB16

Cunjian Chen Antitza Dantcheva Arun Ross An ensemble of patch-based subspaces for makeup-robust face recognition. 80-92 2016 32 Inf. Fusion https://doi.org/10.1016/j.inffus.2015.09.005 db/journals/inffus/inffus32.html#ChenDR16

Cunjian Chen Arun Ross Matching thermal to visible face images using hidden factor analysis in a cascaded subspace learning framework. 25-32 2016 72 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2015.06.021 db/journals/prl/prl72.html#ChenR16

Anil K. Jain 0001 Karthik Nandakumar Arun Ross 50 years of biometric research: Accomplishments, challenges, and opportunities. 80-105 2016 79 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2015.12.013 db/journals/prl/prl79.html#JainNR16

Nikolaos V. Boulgouris David R. Bull Marco Cagnazzo Andrea Cavallaro Gene Cheung Amit K. Roy-Chowdhury Pedro Comesaña Alfaro Shan Du Sarp Ertürk Markus Flierl Gian Luca Foresti Gang Hua 0001 Zhu Li 0001 Weisi Lin Siwei Ma 0001 Pramod Kumar Meher Debargha Mukherjee Aleksandra Pizurica Andrea Prati 0001 Paolo Remagnino Arun Ross Shin'ichi Satoh 0001 Andreas E. Savakis Heiko Schwarz Ling Shao 0001 Shervin Shirmohammadi Giuseppe Valenzise Meng Wang 0001 Zhou Wang 0001 Yonggang Wen 0001 Dong Xu 0001 Junsong Yuan 0001 Yuan Yuan 0001 Introduction of New Associate Editors. 253-263 2016 26 IEEE Trans. Circuits Syst. Video Technol. 2 https://doi.org/10.1109/TCSVT.2016.2518782 db/journals/tcsv/tcsv26.html#BoulgourisBCCCR16

Antitza Dantcheva Petros Elia Arun Ross What Else Does Your Biometric Data Reveal? A Survey on Soft Biometrics. 441-467 2016 11 IEEE Trans. Inf. Forensics Secur. 3 https://doi.org/10.1109/TIFS.2015.2480381 https://www.wikidata.org/entity/Q114984251 db/journals/tifs/tifs11.html#DantchevaER16

Denton Bobeldyk Arun Ross Iris or Periocular? Exploring Sex Prediction from Near Infrared Ocular Images. 15-25 2016 BIOSIG https://doi.org/10.1109/BIOSIG.2016.7736928 https://dl.gi.de/handle/20.500.12116/1203 conf/biosig/2016 db/conf/biosig/biosig2016.html#BobeldykR16 Thomas Swearingen Arun Ross Predicting Missing Demographic Information in Biometric Records Using Label Propagation Techniques. 337-344 2016 BIOSIG https://doi.org/10.1109/BIOSIG.2016.7736932 https://dl.gi.de/handle/20.500.12116/1229 conf/biosig/2016 db/conf/biosig/biosig2016.html#SwearingenR16 Inmaculada Tomeo-Reyes Arun Ross Vinod Chandran Investigating the impact of drug induced pupil dilation on automated iris recognition. 1-8 2016 BTAS https://doi.org/10.1109/BTAS.2016.7791178 conf/btas/2016 db/conf/btas/btas2016.html#Tomeo-ReyesRC16 Yaohui Ding Ajita Rattani Arun Ross Bayesian Belief models for integrating match scores with liveness and quality measures in a fingerprint verification system. 1-8 2016 ICB https://doi.org/10.1109/ICB.2016.7550095 conf/icb/2016 db/conf/icb/icb2016.html#DingRR16 Julian Fiérrez Stan Z. Li Arun Ross Raymond N. J. Veldhuis Message from the Program Chairs. 1 2016 ICB https://doi.org/10.1109/ICB.2016.7550040 conf/icb/2016 db/conf/icb/icb2016.html#FierrezLRV16 Muhammad Jamal Afridi Arun Ross Erik M. Shapiro L-CNN: Exploiting labeling latency in a CNN learning framework. 2156-2161 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899955 conf/icpr/2016 db/conf/icpr/icpr2016.html#AfridiRS16 Arun Ross Recent Progress in Biometrics. 5 2016 ICPRAM conf/icpram/2016 db/conf/icpram/icpram2016.html#Ross16 Reza Derakhshani Sriram Pavan K. Tankasala Simona Crihalmeanu Arun Ross Rohit Krishna A comparative analysis of wavelets for vascular similarity measurement. 3870-3876 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727700 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#DerakhshaniTCRK16 Yaohui Ding Arun Ross An ensemble of one-class SVMs for fingerprint spoof detection across different fabrication materials. 1-6 2016 WIFS https://doi.org/10.1109/WIFS.2016.7823572 conf/wifs/2016 db/conf/wifs/wifs2016.html#DingR16 Simona G. Crihalmeanu Arun Ross Multispectral Ocular Biometrics. 355-380 2016 Face Recognition Across the Imaging Spectrum https://doi.org/10.1007/978-3-319-28501-6_15 books/sp/B2016 db/books/collections/B2016.html#CrihalmeanuR16

Brian DeCann Arun Ross Modelling errors in a biometric re-identification system. 209-219 2015 4 IET Biom. 4 https://doi.org/10.1049/iet-bmt.2015.0061 db/journals/iet-bmt/iet-bmt4.html#DeCannR15

Raghavender Reddy Jillela Arun Ross Segmenting iris images in the visible spectrum with applications in mobile biometrics. 4-16 2015 57 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2014.09.014 db/journals/prl/prl57.html#JillelaR15

Nicholas W. D. Evans Sébastien Marcel Arun Ross Andrew Beng Jin Teoh Biometrics Security and Privacy Protection [From the Guest Editors]. 17-18 2015 32 IEEE Signal Process. Mag. 5 https://doi.org/10.1109/MSP.2015.2443271 https://www.wikidata.org/entity/Q58424042 db/journals/spm/spm32.html#EvansMRT15

Joseph Roth Xiaoming Liu 0002 Arun Ross Dimitris N. Metaxas Investigating the Discriminative Power of Keystroke Sound. 333-345 2015 10 IEEE Trans. Inf. Forensics Secur. 2 https://doi.org/10.1109/TIFS.2014.2374424 db/journals/tifs/tifs10.html#RothLRM15

Nicholas W. D. Evans Stan Z. Li Sébastien Marcel Arun Ross Guest Editorial Special Issue on Biometric Spoofing and Countermeasures. 699-702 2015 10 IEEE Trans. Inf. Forensics Secur. 4 https://doi.org/10.1109/TIFS.2015.2406111 db/journals/tifs/tifs10.html#EvansLMR15

Ajita Rattani Walter J. Scheirer Arun Ross Open Set Fingerprint Spoof Detection Across Novel Fabrication Materials. 2447-2460 2015 10 IEEE Trans. Inf. Forensics Secur. 11 https://doi.org/10.1109/TIFS.2015.2464772 https://www.wikidata.org/entity/Q114847699 db/journals/tifs/tifs10.html#RattaniSR15

Sashi K. Saripalle Adam McLaughlin Rohit Krishna Arun Ross Reza Derakhshani Post-mortem iris biometric analysis in Sus scrofa domesticus. 1-5 2015 BTAS https://doi.org/10.1109/BTAS.2015.7358789 conf/btas/2015 db/conf/btas/btas2015.html#SaripalleMKRD15 Nathan D. Kalka Nick Bartlow Bojan Cukic Arun Ross A preliminary study on identifying sensors from iris images. 50-56 2015 CVPR Workshops https://doi.org/10.1109/CVPRW.2015.7301319 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2015.7301319 conf/cvpr/2015w db/conf/cvpr/cvprw2015.html#KalkaBCR15 Inmaculada Tomeo-Reyes Arun Ross Antwan D. Clark Vinod Chandran A biomechanical approach to iris normalization. 9-16 2015 ICB https://doi.org/10.1109/ICB.2015.7139041 conf/icb/2015 db/conf/icb/icb2015.html#Tomeo-ReyesRCC15 Anil K. Jain 0001 Brendan Klare Arun Ross Guidelines for best practices in biometrics research. 541-545 2015 ICB https://doi.org/10.1109/ICB.2015.7139116 conf/icb/2015 db/conf/icb/icb2015.html#JainKR15 Muhammad Jamal Afridi Xiaoming Liu 0002 Erik M. Shapiro Arun Ross Automatic in Vivo Cell Detection in MRI. 391-399 2015 MICCAI (3) https://doi.org/10.1007/978-3-319-24574-4_47 conf/miccai/2015-3 db/conf/miccai/miccai2015-3.html#AfridiLSR15 Susan El-Naggar Arun Ross Which dataset is this iris image from? 1-6 2015 WIFS https://doi.org/10.1109/WIFS.2015.7368570 conf/wifs/2015 db/conf/wifs/wifs2015.html#El-NaggarR15 Arun Ross Anil K. Jain 0001 Biometrics, Overview. 289-294 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_182 reference/bio/2015 db/reference/bio/2.html#RossJ15 Arun Ross Fusion, Feature-Level. 751-757 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_157 reference/bio/2015 db/reference/bio/2.html#Ross15 Arun Ross Karthik Nandakumar Fusion, Score-Level. 766-772 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_158 reference/bio/2015 db/reference/bio/2.html#RossN15 Nick Bartlow Nathan D. Kalka Bojan Cukic Arun Ross Iris Digital Watermarking. 964-973 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_170 reference/bio/2015 db/reference/bio/2.html#BartlowKCR15 Asem A. Othman Arun Ross Mixing Fingerprints. 1122-1127 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_9100 reference/bio/2015 db/reference/bio/2.html#OthmanR15 Arun Ross Multibiometrics. 1127-1133 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_147 reference/bio/2015 db/reference/bio/2.html#Ross15a Arun Ross Sources of Information in Biometric Fusion. 1430-1435 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_480 reference/bio/2015 db/reference/bio/2.html#Ross15b Asem A. Othman Arun Ross Visual Cryptography. 1572-1581 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_9077 reference/bio/2015 db/reference/bio/2.html#OthmanR15a Victor Paúl Pauca Kelly Smith Faddis Arun Ross Joseph van der Gracht Todd C. Torgersen Wavefront CodedⓇ Iris Biometric Systems. 1603-1608 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_215 reference/bio/2015 db/reference/bio/2.html#PaucaFRGT15

Peter Corcoran 0001 Arun Ross Introducing the IEEE Biometrics Compendium: Insight into the current issue. 32-38 2014 3 IEEE Consumer Electron. Mag. 1 https://doi.org/10.1109/MCE.2013.2284939 db/journals/cem/cem3.html#0001R14

Emanuela Marasco Arun Ross A Survey on Antispoofing Schemes for Fingerprint Recognition Systems. 28:1-28:36 2014 47 ACM Comput. Surv. 2 https://doi.org/10.1145/2617756 db/journals/csur/csur47.html#MarascoR14

Ahmed Abbasi Donald A. Adjeroh Mark Dredze Michael J. Paul Fatemeh "Mariam" Zahedi Huimin Zhao 0003 Nitin Walia Hemant K. Jain 0001 Patrick Sanvanson Reza Shaker Marco D. Huesch Richard Beal Wanhong Zheng Marie Abate Arun Ross Social Media Analytics for Smart Health. 60-80 2014 29 IEEE Intell. Syst. 2 https://doi.org/10.1109/MIS.2014.29 http://doi.ieeecomputersociety.org/10.1109/MIS.2014.29 db/journals/expert/expert29.html#AbbasiADPZZWJSSHBZAR14

Ayman Abaza Mary Ann F. Harrison Thirimachos Bourlai Arun Ross Design and evaluation of photometric image quality measures for effective face recognition. 314-324 2014 3 IET Biom. 4 https://doi.org/10.1049/iet-bmt.2014.0022 db/journals/iet-bmt/iet-bmt3.html#AbazaHBR14

Lei Zhang 0006 Tieniu Tan Arun Ross Stefanos Zafeiriou Special issue on "Multi-biometrics and Mobile-biometrics: Recent Advances and Future Research". 1145-1146 2014 32 Image Vis. Comput. 12 https://doi.org/10.1016/j.imavis.2014.10.003 db/journals/ivc/ivc32.html#ZhangTRZ14

Norman Poh Arun Ross Weifeng Li 0001 Josef Kittler Corrigendum to "A user-specific and selective multimodal biometric fusion strategy by ranking subjects" [Pattern Recognition 46 (2013) 3341-3357]. 493 2014 47 Pattern Recognit. 1 https://doi.org/10.1016/j.patcog.2013.08.001 db/journals/pr/pr47.html#PohRLK14

Asem A. Othman Arun Ross Privacy of Facial Soft Biometrics: Suppressing Gender But Retaining Identity. 682-696 2014 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-16181-5_52 conf/eccv/2014w2 db/conf/eccv/eccv2014w2.html#OthmanR14 Ajita Rattani Cunjian Chen Arun Ross Evaluation of Texture Descriptors for Automated Gender Estimation from Fingerprints. 764-777 2014 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-16181-5_58 conf/eccv/2014w2 db/conf/eccv/eccv2014w2.html#RattaniCR14 Anika Pflug Christoph Busch 0001 Arun Ross 2D ear classification based on unsupervised clustering. 1-8 2014 IJCB https://doi.org/10.1109/BTAS.2014.6996239 conf/icb/2014 db/conf/icb/ijcb2014.html#PflugBR14 Ajita Rattani Arun Ross Automatic adaptation of fingerprint liveness detector to new spoof materials. 1-8 2014 IJCB https://doi.org/10.1109/BTAS.2014.6996254 conf/icb/2014 db/conf/icb/ijcb2014.html#RattaniR14 Ajita Rattani Arun Ross Minimizing the impact of spoof fabrication material on fingerprint liveness detector. 4992-4996 2014 ICIP https://doi.org/10.1109/ICIP.2014.7026011 conf/icip/2014 db/conf/icip/icip2014.html#RattaniR14 Raghavender R. Jillela Arun Ross Matching face against iris images using periocular information. 4997-5001 2014 ICIP https://doi.org/10.1109/ICIP.2014.7026012 conf/icip/2014 db/conf/icip/icip2014.html#JillelaR14 Brian DeCann Arun Ross Mark Vere Culp On Clustering Human Gait Patterns. 1794-1799 2014 ICPR https://doi.org/10.1109/ICPR.2014.315 https://doi.ieeecomputersociety.org/10.1109/ICPR.2014.315 conf/icpr/2014 db/conf/icpr/icpr2014.html#DeCannRC14 Aruna Sri Bommagani Matthew C. Valenti Arun Ross A Framework for Secure Cloud-Empowered Mobile Biometrics. 255-261 2014 MILCOM https://doi.org/10.1109/MILCOM.2014.47 conf/milcom/2014 db/conf/milcom/milcom2014.html#BommaganiVR14 Cunjian Chen Antitza Dantcheva Arun Ross Impact of Facial Cosmetics on Automatic Gender and Age Estimation Algorithms. 182-190 2014 VISAPP (2) https://doi.org/10.5220/0004746001820190 conf/visapp/2014-2 db/conf/visapp/visapp2014-2.html#ChenDR14

Ayman Abaza Arun Ross Christina Hebert Mary Ann F. Harrison Mark S. Nixon A survey on ear biometrics. 22:1-22:35 2013 45 ACM Comput. Surv. 2 https://doi.org/10.1145/2431211.2431221 https://www.wikidata.org/entity/Q57724241 db/journals/csur/csur45.html#AbazaRHHN13

Javier Galbally Arun Ross Marta Gomez-Barrero Julian Fiérrez Javier Ortega-Garcia Iris image reconstruction from binary templates: An efficient probabilistic approach based on genetic algorithms. 1512-1525 2013 117 Comput. Vis. Image Underst. 10 https://doi.org/10.1016/j.cviu.2013.06.003 db/journals/cviu/cviu117.html#GalballyRGFO13

Norman Poh Arun Ross Weifeng Lee Josef Kittler A user-specific and selective multimodal biometric fusion strategy by ranking subjects. 3341-3357 2013 46 Pattern Recognit. 12 https://doi.org/10.1016/j.patcog.2013.03.018 db/journals/pr/pr46.html#PohRLK13

Asem A. Othman Arun Ross On Mixing Fingerprints. 260-267 2013 8 IEEE Trans. Inf. Forensics Secur. 1 https://doi.org/10.1109/TIFS.2012.2223676 db/journals/tifs/tifs8.html#OthmanR13

Brian DeCann Arun Ross Relating ROC and CMC curves via the biometric menagerie. 1-8 2013 BTAS https://doi.org/10.1109/BTAS.2013.6712705 conf/btas/2013 db/conf/btas/btas2013.html#DeCannR13 Cunjian Chen Antitza Dantcheva Arun Ross Automatic facial makeup detection with application in face recognition. 1-8 2013 ICB https://doi.org/10.1109/ICB.2013.6612994 conf/icb/2013 db/conf/icb/icb2013.html#ChenDR13 Joseph Roth Xiaoming Liu 0002 Arun Ross Dimitris N. Metaxas Biometric authentication via keystroke sound. 1-8 2013 ICB https://doi.org/10.1109/ICB.2013.6613015 conf/icb/2013 db/conf/icb/icb2013.html#RothLRM13 Ajita Rattani Norman Poh Arun Ross A Bayesian approach for modeling sensor influence on quality, liveness and match score values in fingerprint verification. 37-42 2013 WIFS https://doi.org/10.1109/WIFS.2013.6707791 conf/wifs/2013 db/conf/wifs/wifs2013.html#RattaniPR13 Brian DeCann Arun Ross De-duplication errors in a biometric system: An investigative study. 43-48 2013 WIFS https://doi.org/10.1109/WIFS.2013.6707792 conf/wifs/2013 db/conf/wifs/wifs2013.html#DeCannR13 Raghavender R. Jillela Arun Abraham Ross Methods for Iris Segmentation. 239-279 2013 Handbook of Iris Recognition https://doi.org/10.1007/978-1-4471-4402-1_13 series/acvpr/978-1-4471-4402-1 db/series/acvpr/iris2013.html#JillelaR13 Raghavender R. Jillela Arun Abraham Ross Vishnu Naresh Boddeti B. V. K. Vijaya Kumar Xiaofei Hu Robert J. Plemmons Paúl Pauca Iris Segmentation for Challenging Periocular Images. 281-308 2013 Handbook of Iris Recognition https://doi.org/10.1007/978-1-4471-4402-1_14 series/acvpr/978-1-4471-4402-1 db/series/acvpr/iris2013.html#JillelaRBKHPP13

Yaohui Ding Arun Ross A comparison of imputation methods for handling missing scores in biometric fusion. 919-933 2012 45 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2011.08.002 db/journals/pr/pr45.html#DingR12

Simona Crihalmeanu Arun Ross Multispectral scleral patterns for ocular biometric recognition. 1860-1869 2012 33 Pattern Recognit. Lett. 14 https://doi.org/10.1016/j.patrec.2011.11.006 db/journals/prl/prl33.html#CrihalmeanuR12

Aglika Gyaourova Arun Ross Index Codes for Multibiometric Pattern Retrieval. 518-529 2012 7 IEEE Trans. Inf. Forensics Secur. 2 https://doi.org/10.1109/TIFS.2011.2172429 db/journals/tifs/tifs7.html#GyaourovaR12

Deng Cao Cunjian Chen Donald A. Adjeroh Arun Ross Predicting gender and weight from human metrology using a copula model. 162-169 2012 BTAS https://doi.org/10.1109/BTAS.2012.6374572 conf/btas/2012 db/conf/btas/btas2012.html#CaoCAR12 Antitza Dantcheva Cunjian Chen Arun Ross Can facial cosmetics affect the matching accuracy of face recognition systems? 391-398 2012 BTAS https://doi.org/10.1109/BTAS.2012.6374605 conf/btas/2012 db/conf/btas/btas2012.html#DantchevaCR12 Raghavender R. Jillela Arun Ross Mitigating effects of plastic surgery: Fusing face and ocular biometrics. 402-411 2012 BTAS https://doi.org/10.1109/BTAS.2012.6374607 conf/btas/2012 db/conf/btas/btas2012.html#JillelaR12 Emanuela Marasco Yaohui Ding Arun Ross Combining match scores with liveness values in a fingerprint verification system. 418-425 2012 BTAS https://doi.org/10.1109/BTAS.2012.6374609 conf/btas/2012 db/conf/btas/btas2012.html#MarascoDR12 Brian DeCann Arun Ross "Has this person been encountered before?": Modeling an anonymous identification system. 89-96 2012 CVPR Workshops https://doi.org/10.1109/CVPRW.2012.6239221 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2012.6239221 conf/cvpr/2012w db/conf/cvpr/cvprw2012.html#DeCannR12 Ajita Rattani Norman Poh Arun Ross Analysis of user-specific score characteristics for spoof biometric attacks. 124-129 2012 CVPR Workshops https://doi.org/10.1109/CVPRW.2012.6239226 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2012.6239226 conf/cvpr/2012w db/conf/cvpr/cvprw2012.html#RattaniPR12 Arun Ross Raghavender R. Jillela Jonathon M. Smereka Vishnu Naresh Boddeti B. V. K. Vijaya Kumar Ryan Barnard Xiaofei Hu Victor Paúl Pauca Robert J. Plemmons Matching highly non-ideal ocular images: An information fusion approach. 446-453 2012 ICB https://doi.org/10.1109/ICB.2012.6199791 conf/icb/2012 db/conf/icb/icb2012.html#RossJSBKBHPP12 Brian DeCann Arun Ross Can a "poor" verification system be a "good" identification system? A preliminary study. 31-36 2012 WIFS https://doi.org/10.1109/WIFS.2012.6412621 conf/wifs/2012 db/conf/wifs/wifs2012.html#DeCannR12 Anil K. Jain 0001 Arun Ross Salil Prabhakar Jaihie Kim 5th IAPR International Conference on Biometrics, ICB 2012, New Delhi, India, March 29 - April 1, 2012 IEEE 2012 978-1-4673-0396-5 https://ieeexplore.ieee.org/xpl/conhome/6195082/proceeding ICB db/conf/icb/icb2012.html

Arun Ross Ayman Abaza Human Ear Recognition. 79-81 2011 44 Computer 11 https://doi.org/10.1109/MC.2011.344 http://doi.ieeecomputersociety.org/10.1109/MC.2011.344 db/journals/computer/computer44.html#RossA11

Arun Ross Asem A. Othman Visual Cryptography for Biometric Privacy. 70-81 2011 6 IEEE Trans. Inf. Forensics Secur. 1 https://doi.org/10.1109/TIFS.2010.2097252 db/journals/tifs/tifs6.html#RossO11

Unsang Park Raghavender R. Jillela Arun Ross Anil K. Jain 0001 Periocular Biometrics in the Visible Spectrum. 96-106 2011 6 IEEE Trans. Inf. Forensics Secur. 1 https://doi.org/10.1109/TIFS.2010.2096810 db/journals/tifs/tifs6.html#ParkJRJ11

Thirimachos Bourlai Arun Ross Anil K. Jain 0001 Restoring Degraded Face Images: A Case Study in Matching Faxed, Printed, and Scanned Photos. 371-384 2011 6 IEEE Trans. Inf. Forensics Secur. 2 https://doi.org/10.1109/TIFS.2011.2109951 db/journals/tifs/tifs6.html#BourlaiRJ11

Ogechukwu N. Iloanusi Aglika Gyaourova Arun Ross Indexing fingerprints using minutiae quadruplets. 127-133 2011 CVPR Workshops https://doi.org/10.1109/CVPRW.2011.5981825 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2011.5981825 conf/cvpr/2011w db/conf/cvpr/cvprw2011.html#IloanusiGR11 Arun Ross Asem A. Othman Mixing fingerprints for template security and privacy. 2264- 2011 EUSIPCO https://ieeexplore.ieee.org/document/7074237/ conf/eusipco/2011 db/conf/eusipco/eusipco2011.html#RossO11 Himanshu S. Bhatt Samarth Bharadwaj Richa Singh 0001 Mayank Vatsa Afzel Noore Arun Ross On co-training online biometric classifiers. 1-7 2011 IJCB https://doi.org/10.1109/IJCB.2011.6117519 https://doi.ieeecomputersociety.org/10.1109/IJCB.2011.6117519 https://www.wikidata.org/entity/Q61774622 conf/icb/2011 db/conf/icb/ijcb2011.html#BhattBSVNR11 Himanshu S. Bhatt Samarth Bharadwaj Mayank Vatsa Richa Singh 0001 Arun Ross Afzel Noore A framework for quality-based biometric classifier selection. 1-7 2011 IJCB https://doi.org/10.1109/IJCB.2011.6117518 https://doi.ieeecomputersociety.org/10.1109/IJCB.2011.6117518 https://www.wikidata.org/entity/Q61774618 conf/icb/2011 db/conf/icb/ijcb2011.html#BhattBVSRN11 Deng Cao Cunjian Chen Marco Piccirilli Donald A. Adjeroh Thirimachos Bourlai Arun Ross Can facial metrology predict gender? 1-8 2011 IJCB https://doi.org/10.1109/IJCB.2011.6117471 https://doi.ieeecomputersociety.org/10.1109/IJCB.2011.6117471 conf/icb/2011 db/conf/icb/ijcb2011.html#CaoCPABR11 Cunjian Chen Arun Ross Evaluation of gender classification methods on thermal and near-infrared face images. 1-8 2011 IJCB https://doi.org/10.1109/IJCB.2011.6117544 https://doi.ieeecomputersociety.org/10.1109/IJCB.2011.6117544 conf/icb/2011 db/conf/icb/ijcb2011.html#ChenR11 Arun Ross Cunjian Chen Can Gender Be Predicted from Near-Infrared Face Images? 120-129 2011 ICIAR (2) https://doi.org/10.1007/978-3-642-21596-4_13 conf/iciar/2011-2 db/conf/iciar/iciar2011-2.html#RossC11 Simona Crihalmeanu Arun Ross On the use of multispectral conjunctival vasculature as a soft biometric. 204-211 2011 WACV https://doi.org/10.1109/WACV.2011.5711504 conf/wacv/2011 db/conf/wacv/wacv2011.html#CrihalmeanuR11 Raghavender R. Jillela Arun Ross Patrick J. Flynn Information fusion in low-resolution iris videos using Principal Components Transform. 262-269 2011 WACV https://doi.org/10.1109/WACV.2011.5711512 conf/wacv/2011 db/conf/wacv/wacv2011.html#JillelaRF11 Asem A. Othman Arun Ross Mixing fingerprints for generating virtual identities. 1-6 2011 WIFS https://doi.org/10.1109/WIFS.2011.6123152 https://doi.ieeecomputersociety.org/10.1109/WIFS.2011.6123152 conf/wifs/2011 db/conf/wifs/wifs2011.html#OthmanR11 Arun Ross Multibiometrics. 804-808 2011 Encyclopedia of Cryptography and Security (2nd Ed.) https://doi.org/10.1007/978-1-4419-5906-5_743 reference/crypt/2011 db/reference/crypt/crypt2011.html#Ross11

Arun Ross Iris Recognition: The Path Forward. 30-35 2010 43 Computer 2 https://doi.org/10.1109/MC.2010.44 http://doi.ieeecomputersociety.org/10.1109/MC.2010.44 db/journals/computer/computer43.html#Ross10

Richa Singh 0001 Mayank Vatsa Arun Ross Afzel Noore Biometric classifier update using online learning: A case study in near infrared face verification. 1098-1105 2010 28 Image Vis. Comput. 7 https://doi.org/10.1016/j.imavis.2010.01.009 https://www.wikidata.org/entity/Q61774631 db/journals/ivc/ivc28.html#SinghVRN10

Mayank Vatsa Richa Singh 0001 Afzel Noore Arun Ross On the dynamic selection of biometric fusion algorithms. 470-479 2010 5 IEEE Trans. Inf. Forensics Secur. 3 https://doi.org/10.1109/TIFS.2010.2056683 https://www.wikidata.org/entity/Q61774647 db/journals/tifs/tifs5.html#VatsaSNR10

Ayman Abaza Arun Ross Towards understanding the symmetry of human ears: A biometric perspective. 1-7 2010 BTAS https://doi.org/10.1109/BTAS.2010.5634535 conf/btas/2010 db/conf/btas/btas2010.html#AbazaR10 Emanuela Marasco Arun Ross Carlo Sansone Predicting identification errors in a multibiometric system based on ranks and scores. 1-6 2010 BTAS https://doi.org/10.1109/BTAS.2010.5634471 https://www.wikidata.org/entity/Q57938190 conf/btas/2010 db/conf/btas/btas2010.html#MarascoRS10 Arun Ross Manisha Sam Sunder Block based texture analysis for iris classification and matching. 30-37 2010 CVPR Workshops https://doi.org/10.1109/CVPRW.2010.5543234 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2010.5543234 conf/cvpr/2010w db/conf/cvpr/cvprw2010.html#RossS10 Damon L. Woodard Shrinivas J. Pundlik Philip E. Miller Raghavender R. Jillela Arun Ross On the Fusion of Periocular and Iris Biometrics in Non-ideal Imagery. 201-204 2010 ICPR https://doi.org/10.1109/ICPR.2010.58 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.58 conf/icpr/2010 db/conf/icpr/icpr2010.html#WoodardPMJR10 Mayank Vatsa Richa Singh 0001 Arun Ross Afzel Noore Quality-Based Fusion for Multichannel Iris Recognition. 1314-1317 2010 ICPR https://doi.org/10.1109/ICPR.2010.327 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.327 https://www.wikidata.org/entity/Q61774654 conf/icpr/2010 db/conf/icpr/icpr2010.html#VatsaSRN10 Manisha Sam Sunder Arun Ross Iris Image Retrieval Based on Macro-features. 1318-1321 2010 ICPR https://doi.org/10.1109/ICPR.2010.328 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.328 conf/icpr/2010 db/conf/icpr/icpr2010.html#SunderR10 Thirimachos Bourlai Nathan D. Kalka Arun Ross Bojan Cukic Lawrence A. Hornak Cross-Spectral Face Verification in the Short Wave Infrared (SWIR) Band. 1343-1347 2010 ICPR https://doi.org/10.1109/ICPR.2010.1115 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.1115 conf/icpr/2010 db/conf/icpr/icpr2010.html#BourlaiKRCH10 Jianjiang Feng Anil K. Jain 0001 Arun Ross Detecting Altered Fingerprints. 1622-1625 2010 ICPR https://doi.org/10.1109/ICPR.2010.401 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.401 conf/icpr/2010 db/conf/icpr/icpr2010.html#FengJR10 Donald A. Adjeroh Deng Cao Marco Piccirilli Arun Ross Predictability and correlation in human metrology. 1-6 2010 WIFS https://doi.org/10.1109/WIFS.2010.5711470 conf/wifs/2010 db/conf/wifs/wifs2010.html#AdjerohCPR10 Ravindra B. Gadde Donald A. Adjeroh Arun Ross Indexing iris images using the Burrows-Wheeler Transform. 1-6 2010 WIFS https://doi.org/10.1109/WIFS.2010.5711467 conf/wifs/2010 db/conf/wifs/wifs2010.html#GaddeAR10

Samir Shah Arun Ross Iris segmentation using geodesic active contours. 824-836 2009 4 IEEE Trans. Inf. Forensics Secur. 4 https://doi.org/10.1109/TIFS.2009.2033225 db/journals/tifs/tifs4.html#ShahR09

Nick Bartlow Nathan D. Kalka Bojan Cukic Arun Ross Identifying sensors from fingerprint images. 78-84 2009 CVPR Workshops https://doi.org/10.1109/CVPRW.2009.5204312 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2009.5204312 conf/cvpr/2009w db/conf/cvpr/cvprw2009.html#BartlowKCR09 Aglika Gyaourova Arun Ross A coding scheme for indexing multimodal biometric databases. 93-98 2009 CVPR Workshops https://doi.org/10.1109/CVPRW.2009.5204311 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2009.5204311 conf/cvpr/2009w db/conf/cvpr/cvprw2009.html#GyaourovaR09 Karthik Nandakumar Anil K. Jain 0001 Arun Ross Fusion in Multibiometric Identification Systems: What about the Missing Data?. 743-752 2009 ICB https://doi.org/10.1007/978-3-642-01793-3_76 conf/icb/2009 db/conf/icb/icb2009.html#NandakumarJR09 Simona Crihalmeanu Arun Ross Reza Derakhshani Enhancement and Registration Schemes for Matching Conjunctival Vasculature. 1240-1249 2009 ICB https://doi.org/10.1007/978-3-642-01793-3_125 conf/icb/2009 db/conf/icb/icb2009.html#CrihalmeanuRD09 Ayman Abaza Arun Ross Hany H. Ammar Retrieving dental radiographs for post-mortem identification. 2537-2540 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414011 conf/icip/2009 db/conf/icip/icip2009.html#AbazaRA09 Raghavender R. Jillela Arun Ross Adaptive frame selection for improved face recognition in low-resolution videos. 1439-1445 2009 IJCNN https://doi.org/10.1109/IJCNN.2009.5178989 https://doi.ieeecomputersociety.org/10.1109/IJCNN.2009.5178989 conf/ijcnn/2009 db/conf/ijcnn/ijcnn2009.html#JillelaR09 Arun Ross Norman Poh Multibiometric Systems: Overview, Case Studies, and Open Issues. 273-292 2009 Handbook of Remote Biometrics https://doi.org/10.1007/978-1-84882-385-3_11 books/sp/09/TLC2009 db/books/collections/TLC2009.html#RossP09 Arun Ross Fusion, Feature-Level. 597-602 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_157 reference/bio/2009 db/reference/bio/f.html#Ross09 Arun Ross Karthik Nandakumar Fusion, Score-Level. 611-616 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_158 reference/bio/2009 db/reference/bio/f.html#RossN09 Nick Bartlow Nathan D. Kalka Bojan Cukic Arun Ross Iris Digital Watermarking. 778-787 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_170 reference/bio/2009 db/reference/bio/i.html#BartlowKCR09 Arun Ross Multibiometrics. 967-973 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_147 reference/bio/2009 db/reference/bio/m.html#Ross09a Arun Ross Sources of Information in Biometric Fusion. 1239-1244 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_480 reference/bio/2009 db/reference/bio/s.html#Ross09b V. Paul Pauca Kelly Smith Faddis Arun Ross Joseph van der Gracht Todd C. Torgersen Wavefront Coded® Iris Biometric Systems. 1397-1402 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_215 reference/bio/2009 db/reference/bio/w.html#PaucaFRGT09

Nikolaos V. Boulgouris Juwei Lu Konstantinos N. Plataniotis Arun Ross Advanced Signal Processing and Pattern Recognition Methods for Biometrics. 2008 2008 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/2008/142013 https://www.wikidata.org/entity/Q59218503 db/journals/ejasp/ejasp2008.html#BoulgourisLPR08

Arun Ross Rohan Nadgir A Thin-Plate Spline Calibration Model For Fingerprint Sensor Interoperability. 1097-1110 2008 20 IEEE Trans. Knowl. Data Eng. 8 https://doi.org/10.1109/TKDE.2007.190696 http://doi.ieeecomputersociety.org/10.1109/TKDE.2007.190696 db/journals/tkde/tkde20.html#RossN08

Mayank Vatsa Richa Singh 0001 Arun Ross Afzel Noore Likelihood ratio in a SVM framework: Fusing linear and non-linear face classifiers. 1-6 2008 CVPR Workshops https://doi.org/10.1109/CVPRW.2008.4563103 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2008.4563103 https://www.wikidata.org/entity/Q61774689 conf/cvpr/2008w db/conf/cvpr/cvprw2008.html#VatsaSRN08 Kalyan Veeramachaneni Lisa Ann Osadciw Arun Ross Nisha Srinivas Decision-level fusion strategies for correlated biometric classifiers. 1-6 2008 CVPR Workshops https://doi.org/10.1109/CVPRW.2008.4563104 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2008.4563104 conf/cvpr/2008w db/conf/cvpr/cvprw2008.html#VeeramachaneniO08 Rajiv Mukherjee Arun Ross Indexing iris images. 1-4 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761880 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761880 conf/icpr/2008 db/conf/icpr/icpr2008.html#MukherjeeR08 Aglika Gyaourova Arun Ross A Novel Coding Scheme for Indexing Fingerprint Patterns. 755-764 2008 SSPR/SPR https://doi.org/10.1007/978-3-540-89689-0_79 conf/sspr/2008 db/conf/sspr/sspr2008.html#GyaourovaR08

Arun Ross Anil K. Jain 0001 Human recognition using biometrics: an overview. 11-35 2007 62 Ann. des Télécommunications 1-2 https://doi.org/10.1007/BF03253248 db/journals/adt/adt62.html#RossJ07

Arun Ross Jidnya Shah Anil K. Jain 0001 From Template to Image: Reconstructing Fingerprints from Minutiae Points. 544-560 2007 29 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2007.1018 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2007.1018 https://www.wikidata.org/entity/Q44927090 db/journals/pami/pami29.html#RossSJ07

Richa Singh 0001 Mayank Vatsa Arun Ross Afzel Noore A Mosaicing Scheme for Pose-Invariant Face Recognition. 1212-1225 2007 37 IEEE Trans. Syst. Man Cybern. Part B 5 https://doi.org/10.1109/TSMCB.2007.903537 https://www.wikidata.org/entity/Q33302155 db/journals/tsmc/tsmcb37.html#SinghVRN07

Nick Bartlow Nathan D. Kalka Bojan Cukic Arun Ross Protecting Iris Images through Asymmetric Digital Watermarking. 192-197 2007 AutoID https://doi.org/10.1109/AUTOID.2007.380618 conf/autoid/2007 db/conf/autoid/autoid2007.html#BartlowKCR07 Unsang Park Anil K. Jain 0001 Arun Ross Face Recognition in Video: Adaptive Fusion of Multiple Matchers. 2007 conf/cvpr/2007 CVPR https://doi.org/10.1109/CVPR.2007.383378 https://doi.ieeecomputersociety.org/10.1109/CVPR.2007.383378 db/conf/cvpr/cvpr2007.html#ParkJR07 Arun Ross An introduction to multibiometrics. 20-24 2007 EUSIPCO https://ieeexplore.ieee.org/document/7098756/ conf/eusipco/2007 db/conf/eusipco/eusipco2007.html#Ross07 Reza Derakhshani Arun Ross A Texture-Based Neural Network Classifier for Biometric Identification using Ocular Surface Vasculature. 2982-2987 2007 IJCNN https://doi.org/10.1109/IJCNN.2007.4371435 https://www.wikidata.org/entity/Q61160772 conf/ijcnn/2007 db/conf/ijcnn/ijcnn2007.html#DerakhshaniR07 Fengbin Li Katerina Goseva-Popstojanova Arun Ross Discovering Web Workload Characteristics through Cluster Analysis. 61-68 2007 conf/nca/2007 NCA https://doi.org/10.1109/NCA.2007.15 https://doi.ieeecomputersociety.org/10.1109/NCA.2007.15 db/conf/nca/nca2007.html#LiGR07 Arun Ross Karthik Nandakumar Anil K. Jain 0001 Handbook of Multibiometrics. I-XXI, 1-198 Springer 2006 The Kluwer international series on biometrics 6 978-0-387-22296-7

Arun Ross Sarat C. Dass Anil K. Jain 0001 Fingerprint Warping Using Ridge Curve Correspondences. 19-30 2006 28 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2006.11 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.11 https://www.wikidata.org/entity/Q44916434 db/journals/pami/pami28.html#RossDJ06

Anil K. Jain 0001 Arun Ross Sharath Pankanti Biometrics: a tool for information security. 125-143 2006 1 IEEE Trans. Inf. Forensics Secur. 2 https://doi.org/10.1109/TIFS.2006.873653 db/journals/tifs/tifs1.html#JainRP06

Christopher K. Boyce Arun Ross Matthew Monaco Lawrence A. Hornak Xin Li 0005 Multispectral Iris Analysis: A Preliminary Study51. 51 2006 CVPR Workshops https://doi.org/10.1109/CVPRW.2006.141 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2006.141 conf/cvpr/2006w db/conf/cvpr/cvprw2006.html#BoyceRMHL06 Samir Shah Arun Ross Generating Synthetic Irises by Feature Agglomeration. 317-320 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.313157 db/conf/icip/icip2006.html#ShahR06

Arun Ross Sarat C. Dass Anil K. Jain 0001 A deformable model for fingerprint matching. 95-103 2005 38 Pattern Recognit. 1 https://doi.org/10.1016/j.patcog.2003.12.021 db/journals/pr/pr38.html#RossDJ05

Anil K. Jain 0001 Karthik Nandakumar Arun Ross Score normalization in multimodal biometric systems. 2270-2285 2005 38 Pattern Recognit. 12 https://doi.org/10.1016/j.patcog.2005.01.012 db/journals/pr/pr38.html#JainNR05

Richa Singh 0001 Mayank Vatsa Arun Ross Afzel Noore Performance Enhancement of 2D Face Recognition via Mosaicing. 63-68 2005 conf/autoid/2005 AutoID https://doi.org/10.1109/AUTOID.2005.39 https://doi.ieeecomputersociety.org/10.1109/AUTOID.2005.39 https://www.wikidata.org/entity/Q61774709 db/conf/autoid/autoid2005.html#SinghVRN05 James Reisman Umut Uludag Arun Ross Secure Fingerprint Matching with External Registration. 720-729 2005 conf/avbpa/2005 AVBPA https://doi.org/10.1007/11527923_75 db/conf/avbpa/avbpa2005.html#ReismanUR05 Anil K. Jain 0001 Arun Ross Umut Uludag Biometric template security: Challenges and solutions. 1-4 2005 EUSIPCO https://ieeexplore.ieee.org/document/7078369/ conf/eusipco/2005 db/conf/eusipco/eusipco2005.html#JainRU05 Sarvesh Makthal Arun Ross Synthesis of iris images using Markov Random Fields. 1-4 2005 EUSIPCO https://ieeexplore.ieee.org/document/7078321/ conf/eusipco/2005 db/conf/eusipco/eusipco2005.html#MakthalR05 Yi Chen 0015 Sarat C. Dass Arun Ross Anil K. Jain 0001 Fingerprint Deformation Models Using Minutiae Locations and Orientations. 150-155 2005 conf/wacv/2005 WACV/MOTION https://doi.org/10.1109/ACVMOT.2005.54 https://doi.ieeecomputersociety.org/10.1109/ACVMOT.2005.54 db/conf/wacv/wacv2005.html#ChenDRJ05 Arun Ross Anil K. Jain 0001 Biometrics. 2005 Encyclopedia of Cryptography and Security https://doi.org/10.1007/0-387-23483-7_29 reference/crypt/2005 db/reference/crypt/crypt2005.html#RossJ05

Anil K. Jain 0001 Arun Ross Multibiometric systems. 34-40 2004 47 Commun. ACM 1 https://doi.org/10.1145/962081.962102 db/journals/cacm/cacm47.html#JainR04

Umut Uludag Arun Ross Anil K. Jain 0001 Biometric template selection and update: a case study in fingerprints. 1533-1542 2004 37 Pattern Recognit. 7 https://doi.org/10.1016/j.patcog.2003.11.012 db/journals/pr/pr37.html#UludagRJ04

Anil K. Jain 0001 Arun Ross Salil Prabhakar An introduction to biometric recognition. 4-20 2004 14 IEEE Trans. Circuits Syst. Video Technol. 1 db/journals/tcsv/tcsv14.html#JainRP04 https://doi.org/10.1109/TCSVT.2003.818349

Arun Ross Anil K. Jain 0001 Biometric Sensor Interoperability: A Case Study in Fingerprints. 134-145 https://doi.org/10.1007/978-3-540-25976-3_13 2004 conf/eccv/2004bioaw ECCV Workshop BioAW db/conf/eccv/eccv2004bioaw.html#RossJ04 Arun Ross Anil K. Jain 0001 Multimodal biometrics: An overview. 1221-1224 2004 EUSIPCO https://ieeexplore.ieee.org/document/7080214/ conf/eusipco/2004 db/conf/eusipco/eusipco2004.html#RossJ04 Arun Ross Sarat C. Dass Anil K. Jain 0001 Estimating Fingerprint Deformation. 249-255 https://doi.org/10.1007/978-3-540-25948-0_35 2004 conf/icba/2004 ICBA db/conf/icba/icba2004.html#RossDJ04 Anil K. Jain 0001 Sharath Pankanti Salil Prabhakar Lin Hong Arun Ross Biometrics: A Grand Challenge. 935-942 2004 conf/icpr/2004 ICPR (2) https://doi.org/10.1109/ICPR.2004.1334413 https://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334413 db/conf/icpr/icpr2004-2.html#JainPPHR04 Arun Ross Anil K. Jain 0001 Biometrics: When Identity Matters. 1-2 https://doi.org/10.1007/978-3-540-30548-4_1 2004 conf/sinobiometrics/2004 SINOBIOMETRICS db/conf/sinobiometrics/sinobiometrics2004.html#RossJ04

Arun Ross Anil K. Jain 0001 James Reisman A hybrid fingerprint matcher. 1661-1673 2003 36 Pattern Recognit. 7 https://doi.org/10.1016/S0031-3203(02)00349-7 db/journals/pr/pr36.html#RossJR03

Arun Ross Anil K. Jain 0001 Information fusion in biometrics. 2115-2125 2003 24 Pattern Recognit. Lett. 13 https://doi.org/10.1016/S0167-8655(03)00079-5 db/journals/prl/prl24.html#RossJ03

Anil K. Jain 0001 Umut Uludag Arun Ross Biometric Template Selection: A Case Study in Fingerprints. 335-342 https://doi.org/10.1007/3-540-44887-X_40 2003 conf/avbpa/2003 AVBPA db/conf/avbpa/avbpa2003.html#JainUR03 Arun Ross James Reisman Anil K. Jain 0001 Fingerprint Matching Using Feature Space Correlation. 48-57 2002 conf/eccv/2002w Biometric Authentication https://doi.org/10.1007/3-540-47917-1_6 db/conf/eccv/eccv2002w.html#RossRJ02 Anil K. Jain 0001 Arun Ross Fingerprint mosaicking. 4064-4067 2002 ICASSP https://doi.org/10.1109/ICASSP.2002.5745550 conf/icassp/2002 db/conf/icassp/icassp2002.html#JainR02 Anil K. Jain 0001 Arun Abraham Ross Learning user-specific parameters in a multibiometric system. 57-60 2002 conf/icip/2002 ICIP (1) db/conf/icip/icip2002-1.html#JainR02 https://doi.org/10.1109/ICIP.2002.1037958 Arun Ross Anil K. Jain 0001 James Reisman A Hybrid Fingerprint Matcher. 795-798 2002 conf/icpr/2002 ICPR (3) https://doi.org/10.1109/ICPR.2002.1048138 https://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048138 db/conf/icpr/icpr2002-3.html#RossJR02 Anil K. Jain 0001 Sharath Pankanti Salil Prabhakar Arun Ross Recent Advances in Fingerprint Verification. 182-191 2001 conf/avbpa/2001 AVBPA https://doi.org/10.1007/3-540-45344-X_26 db/conf/avbpa/avbpa2001.html#JainPPR01 Arun Ross Anil K. Jain 0001 Jian Zhong Qian Information Fusion in Biometrics. 354-359 2001 conf/avbpa/2001 AVBPA https://doi.org/10.1007/3-540-45344-X_52 db/conf/avbpa/avbpa2001.html#RossJQ01 Anil K. Jain 0001 Arun Ross Salil Prabhakar Fingerprint matching using minutiae and texture features. 282-285 2001 conf/icip/2001 ICIP (3) https://doi.org/10.1109/ICIP.2001.958106 db/conf/icip/icip2001-3.html#JainRP01 Arun Ross Charles B. Owen Aditya Vailaya Models for User Access Patterns on the Web: Semantic Content versus Access History. 464-469 2000 conf/webnet/2000 WebNet db/conf/webnet/webnet2000.html#RossOV00 Marie Abate Ayman Abaza Ahmed Abbasi Manoj T. Abraham Kiran Abraham-Aggarwal Donald A. Adjeroh Muhammad Jamal Afridi Aditi Aggarwal Lale Akarun Ramin Akbari Pedro Comesaña Alfaro Fernando Alonso-Fernandez Kenneth Alperin Hamzeh Alzwairy Hany H. Ammar Fernanda A. Andaló David Anghelone Rosario Arjona Ryan Ashbaugh Shubham Ashwani Yousef Atoum Keivan Bahmani Enrique Muñoz Ballester Sudipta Banerjee Ryan Barnard Nick Bartlow Ewelina Bartuzi-Trokielewicz Iluminada Baturone Richard Beal Eric Benjamin Gabriel Bertocco Samarth Bharadwaj Himanshu S. Bhatt Rasel Ahmed Bhuiyan Josef Bigün Subir Biswas 0002 Denton Bobeldyk Vishnu Naresh BoddetiVishnu Boddeti Aruna Sri Bommagani Philip Bontrager Bengt J. BorgstromBengt J. Borgström Nikolaos V. Boulgouris Terrance E. Boult Thirimachos Bourlai Fadi Boutros Kevin W. Bowyer Christopher K. Boyce Aidan Boyd Ken Brownlee David Bull 0001David R. Bull Christoph Busch 0001 Marco Cagnazzo Shaun J. Canavan Deng Cao Jaime S. Cardoso 0001 Andrea Cavallaro Stanley H. Chan Vinod Chandran Cunjian Chen Xilin Chen 0001 Yi Chen 0015 Gene Cheung Nicholas Chimitt Hyesun Choung Anurag Chowdhury Dennis Chute Antwan D. Clark Jeffrey F. Cohn Patrick Connor Peter Corcoran 0001 Austin Cozzo Simona CrihalmeanuSimona G. Crihalmeanu Alfredo Cuesta-Infante Bojan Cukic Mark Vere Culp Bennett Cyphers Adam Czajka Cagri Dagli Melissa R. Dale Naser Damer Antitza Dantcheva Daniyal Kabir Dar Priyanka Das 0004 Sarat C. Dass Prabu David Ivan DeAndres-Tame Debayan Deb Brian DeCann Reza Derakhshani Clara J. Devota Yaohui Ding Gianfranco Doretto Mark Dredze Will Drevo Dawei Du Shan Du Jesse Dykes Aleksandra Dzieniszewska Hazim Kemal Ekenel Susan El-Naggar Petros Elia Tamás Endrei Sarp Ertürk Sergio Escalera Nicholas W. D. Evans Kelly Smith Faddis Meiling Fang Zhaoyuan Fang Parisa Farmanifard Philippe Faure Jianjiang Feng Todd Fenton Tharindu Fernando Terry Ferrett Julian FierrezJulian Fiérrez Markus Flierl Patrick J. Flynn Clinton Fookes Gian Luca Foresti Ravindra B. Gadde Javier Galbally Eduardo S. L. Gastal Marta Gomez-Barrero Tiago Gonçalves 0001 Zijing Gong Sebastián GonzálezSebastian Gonzalez Katerina Goseva-Popstojanova Joseph van der Gracht Jiayin Gu Fukang Guo Lanqing Guo Aglika Gyaourova Kailash A. Hambarde Mary Ann F. Harrison Najmul Hassan Ali Hassani 0001 Christina Hebert Joseph T. Hefner Steven Hoffman Lin Hong Radu Horaud Lawrence A. Hornak Afzal Hossain Xiaofei Hu Gang Hua 0001 Marco D. Huesch Lambert Igene Ogechukwu N. Iloanusi Carolyn V. Isaac Anil Jain Anil K. Jain 0001 Anubhav Jain 0002 Hemant K. Jain 0001 Jitesh Jain Ajay Jaiswal Prateek Jaiswal Ganghee Jang Jakub Januszkiewicz Darshika Jauhari Zehua Jiang Raghavender R. JillelaRaghavender Reddy Jillela Peter Johnson 0010 Joaquim Jorge 0001Joaquim A. Jorge Nathan D. Kalka Aditya Kane Christof Kauba Arjun Ramesh Kaushik Siamul Karim Khan Jaihie Kim Minchul Kim Simon Kirchgasser Josef Kittler Brendan Klare Adrian Kordas Mahak Kothari Felix Kreuzer Rohit Krishna Andrey Kuehlkamp Arjan Kuijper B. V. K. Vijaya Kumar Ruggero Donida Labati Weifeng Lee Fengbin Li Lin Li Stan Z. Li Weifeng Li 0001 Xin Li 0005 Zhu Li 0001 Ji-Young Lim Weisi Lin Chenglin LiuCheng-Lin Liu Feng Liu 0037 Xiaoming Liu 0002 Xuehu Liu Jiwen Lu Juwei Lu Siwei Ma 0001 Piotr Maciejewicz Sarvesh Makthal Zhiyuan Mao Emanuela Marasco Sébastien Marcel Maria De Marsico Alicja Martinek Scott McCloskey Joseph McGrath Adam McLaughlin Blaz Meden Pramod Kumar Meher Nasir D. Memon Dimitris N. Metaxas Ajmal MianAjmal S. Mian Dana Michalski Philip E. Miller Vahid Mirjalili Mahsa Mitcheff Amir Mohammadi Matthew Monaco Aythami Morales Debargha Mukherjee Rajiv Mukherjee Vittorio Murino Rohan Nadgir Anoop M. Namboodiri Karthik Nandakumar Pedro C. Neto Ramakant NevatiaRam Nevatia Huy Nguyen Trang Nguyen Aditya Nigam Mark S. Nixon Afzel Noore Javier Ortega-Garcia Lisa Ann Osadciw Asem A. Othman Osama Ouda Charles B. Owen Debasmita Pal Sushanta K. Pani Sharath Pankanti Unsang Park Victor Paúl PaucaV. Paul PaucaPaúl Pauca Michael J. Paul Peter Peer Christopher Perry Anika Pflug Marco Piccirilli João Ribeiro Pinto Vincenzo Piuri Aleksandra Pizurica Konstantinos N. Plataniotis Robert J. Plemmons Richard Plesh Norman Poh Mirko Pollok Salil Prabhakar Miguel A. Prada-DelgadoMiguel Ángel Prada-Delgado Kwaku O. Prakah-Asante K. Venkatesh Prasad Andrea Prati 0001 Darshana Priyasad Hugo Proença 0001 Shrinivas J. Pundlik Sandip Purnapatra Jian Zhong Qian Ricardo L. de Queiroz Ramachandra RaghavendraRaghavendra Ramachandra Zaigham A. Randhawa Sebastian Raschka Md. Rashidunnabi Nalini K. Ratha Ajita Rattani James Reisman Paolo Remagnino Zhiyuan Ren Saeid Rezaei Wes Robbins Anderson Rocha 0001 Katarzyna Roszczewska Peter Rot Joseph Roth Aditi Roy Amit K. Roy-Chowdhury Sinan Sabri Manisha Saini Albert Ali Salah Victor Sanchez Morgan Sandler Carlo Sansone Patrick Sanvanson Sashi K. Saripalle Shin'ichi Satoh 0001 Siddharth Satyakam Andreas E. Savakis Ada Sawilska Walter J. Scheirer Stephanie Schuckers Heiko Schwarz Fabio Scotti Nelson SepúlvedaNelson Sepulveda Ana Filipa Sequeira Jidnya Shah Samir Shah Reza Shaker Ling Shao 0001 Erik M. Shapiro Geetanjali Sharma Renu Sharma Tilak Sharma Humphrey Shi Yan Shi 0006 Shervin Shirmohammadi Nitish Shukla Wilson Silva Elliot Singer Maneet Singh Richa Singh 0001 Jonathon M. Smereka Lázaro J. González Soler Redwan Sony Luke Sperling Gautam Sreekumar Sridha Sridharan Nisha Srinivas Fabian Stockhardt Vitomir Struc Olly Styles Yiyang Su Manisha Sam Sunder Thomas Swearingen Timothy Swyka Veeru Talreja Tieniu Tan Sriram Pavan K. Tankasala Juan E. Tapia Andrew Beng Jin Teoh Philipp Terhörst Kien Nguyen ThanhKien Nguyen 0001 Yingli Tian Julian Togelius Ruben Tolosana Inmaculada Tomeo-Reyes Todd C. Torgersen Luan Tran Mateusz Trokielewicz Andreas Uhl Umut Uludag Aditya Vailaya Matthew C. Valenti Giuseppe Valenzise Alexis Vanbaarle Pegah Varghaei Mayank Vatsa Kalyan Veeramachaneni Raymond N. J. Veldhuis Rubén Vera-Rodríguez Juan P. Wachs Nitin Walia Christian Wallraven Jun Wan 0001 Caiyong Wang Kai Wang 0058 Meng Wang 0001 Yuhao Wang Zhangyang Wang Zhou Wang 0001 Mahika Wason Samuel Webster Yonggang Wen 0001 Damon L. Woodard Li Xiao Dong Xu 0001 Shivangi Yadav Bharat Yalavarthi David Yambay Qiben Yan Yan Yan 0002 Dingqiang Ye Shiqi Yu 0001 Junsong Yuan 0001 Yuan Yuan 0001 Pong C. Yuen Stefanos Zafeiriou Fatemeh ZahediFatemeh "Mariam" Zahedi Jianguo Zhang 0001 Lei Zhang 0006 Pingping Zhang Xingguang Zhang Huimin Zhao 0003 Wanhong Zheng Zhaoheng Zheng Haidong Zhu Jie Zhu