FLIM Networks with Bag of Feature Points.

Jefersson A. dos Santos Jefersson Alex dos Santos Universidade Federal de Minas Gerais, Belo Horizonte, Brazil University of Campinas, Sao Paulo, Brazil https://homepages.dcc.ufmg.br/~jefersson/ https://dl.acm.org/profile/81472648265 https://orcid.org/0000-0002-8889-1586 https://www.researcherid.com/rid/G-6498-2012 https://www.scopus.com/authid/detail.uri?authorId=25654873000 https://www.wikidata.org/entity/Q133863883

João Deltregia Martinelli Marcelo Luis Rodrigues Filho Felipe Crispim da Rocha Salvagnini Gilson Junior Soares Jefersson A. dos Santos Alexandre X. Falcão FLIM Networks with Bag of Feature Points. 2026 February abs/2602.20845 CoRR https://doi.org/10.48550/arXiv.2602.20845 db/journals/corr/corr2602.html#abs-2602-20845 streams/journals/corr

Camila Laranjeira João Macedo Sandra Avila Fabrício Benevenuto Jefersson A. dos Santos Human-Centric Perception for Child Sexual Abuse Imagery. 2026 March abs/2603.27290 CoRR https://doi.org/10.48550/arXiv.2603.27290 db/journals/corr/corr2603.html#abs-2603-27290 streams/journals/corr

Mateus Pinto da Silva Sabrina P. L. P. Correa Mariana Albuquerque Reynaud Schaefer Julio C. S. Reis Ian Monteiro Nunes Jefersson A. dos Santos Hugo N. Oliveira 0001 Advancing agricultural remote sensing: A comprehensive review of deep supervised and Self-Supervised Learning for crop monitoring. 104434 2025 133 Comput. Graph. https://doi.org/10.1016/j.cag.2025.104434 db/journals/cg/cg133.html#SilvaCSRNSO25 streams/journals/cg

Pedro H. V. Valois João Macedo Leo Sampaio Ferraz Ribeiro Jefersson A. dos Santos Sandra Avila Leveraging self-supervised learning for scene classification in child sexual abuse imagery. 301918 2025 53 Forensic Sci. Int. Digit. Investig. https://doi.org/10.1016/j.fsidi.2025.301918 db/journals/di/di53.html#ValoisMRSA25 streams/journals/di

Mateus Pinto da Silva Lucas Vieira Cleverton Tiago Carneiro de Santana Ian Monteiro Nunes Jefersson A. dos Santos Hugo N. Oliveira 0001 A Lightweight Pipeline for Crop Time-Series Parcel Classification via Self-Supervision. 1-5 2025 22 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2025.3589176 db/journals/lgrs/lgrs22.html#SilvaVSNSO25 streams/journals/lgrs

Thamiris Coelho Leo Sampaio Ferraz Ribeiro João Macedo Jefersson A. dos Santos Sandra Avila Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. 1543-1553 2025 FAccT https://doi.org/10.1145/3715275.3732102 conf/fat/2025 db/conf/fat/facct2025.html#CoelhoRMSA25 Carlos Caetano Gabriel Oliveira dos Santos Caio Petrucci Artur Barros Camila Laranjeira Leo Sampaio Ferraz Ribeiro Júlia Fernandes de Mendonça Jefersson A. dos Santos Sandra Avila Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. 2542-2553 2025 FAccT https://doi.org/10.1145/3715275.3732166 conf/fat/2025 db/conf/fat/facct2025.html#CaetanoSPBLRMSA25 Cristiano N. Rodrigues Frederico G. Guimarães Jefersson A. dos Santos Open-Set Spatiotemporal Segmentation for Phenological Novelty Detection. 1-5 2025 SIBGRAPI https://doi.org/10.1109/SIBGRAPI67909.2025.11223405 conf/sibgrapi/2025 db/conf/sibgrapi/sibgrapi2025.html#RodriguesGS25 streams/conf/sibgrapi

Carlos Caetano Gabriel Oliveira dos Santos Caio Petrucci Artur Barros Camila Laranjeira Leo Sampaio Ferraz Ribeiro Júlia F. de Mendonça Jefersson A. dos Santos Sandra Avila Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. 2025 April abs/2504.14446 CoRR https://doi.org/10.48550/arXiv.2504.14446 db/journals/corr/corr2504.html#abs-2504-14446 streams/journals/corr

Artur Barros Carlos Caetano João Macedo Jefersson A. dos Santos Sandra Avila Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification. 2025 September abs/2509.26457 CoRR https://doi.org/10.48550/arXiv.2509.26457 db/journals/corr/corr2509.html#abs-2509-26457 streams/journals/corr

Mateus Pinto da Silva Sabrina P. L. P. Correa Hugo N. Oliveira 0001 Ian Monteiro Nunes Jefersson A. dos Santos Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions. 2025 October abs/2510.16207 CoRR https://doi.org/10.48550/arXiv.2510.16207 db/journals/corr/corr2510.html#abs-2510-16207 streams/journals/corr

Ian Monteiro Nunes Matheus Barros Pereira Hugo N. Oliveira 0001 Jefersson A. dos Santos FuSC: Fusing Superpixels for Improved Semantic Consistency. 20232-20250 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3360936 https://www.wikidata.org/entity/Q128867865 db/journals/access/access12.html#NunesPOS24

Cristiano N. Rodrigues Ian Monteiro Nunes Matheus Barros Pereira Hugo N. Oliveira 0001 Jefersson A. dos Santos From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation. 104014 2024 123 Comput. Graph. https://doi.org/10.1016/j.cag.2024.104014 db/journals/cg/cg123.html#RodriguesNPOS24 streams/journals/cg

Diego A. B. Moreira Alef Iury Siqueira Ferreira Jhessica Silva Gabriel Oliveira dos Santos Luiz Pereira João Medrado Gondim Gustavo Bonil Helena Almeida Maia Nádia Félix F. da Silva Simone Tiemi Hashiguti Jefersson A. dos Santos Hélio Pedrini Sandra Avila FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. 2024 BMVC Workshops https://bmva-archive.org.uk/bmvc/2024/workshops/PFATCV/11_FairPIVARA_Reducing_and_Ass.pdf conf/bmvc/2024w db/conf/bmvc/bmvc2024w.html#MoreiraFSSPGBMS24 Carlos Caetano Leo Sampaio Ferraz Ribeiro Camila Laranjeira Gabriel Oliveira dos Santos Artur Barros Caio Petrucci Andreza Aparecida dos Santos João Macedo Gil Carvalho Fabrício Benevenuto Jefersson A. dos Santos Sandra Avila Mastering Scene Understanding: Scene Graphs to the Rescue. 1-6 2024 SIBGRAPI https://doi.org/10.1109/SIBGRAPI62404.2024.10716310 conf/sibgrapi/2024 db/conf/sibgrapi/sibgrapi2024.html#CaetanoRLSBPSMC24 Mateus Pinto da Silva Mariana Albuquerque Reynaud Schaefer Hugo N. Oliveira 0001 Julio C. S. Reis Ian Monteiro Nunes Jefersson A. dos Santos Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. 1-6 2024 SIBGRAPI https://doi.org/10.1109/SIBGRAPI62404.2024.10716272 conf/sibgrapi/2024 db/conf/sibgrapi/sibgrapi2024.html#SilvaS0RNS24 Mauren Louise Sguario Coelho de Andrade Anderson Paulino Souza Bruno Oliveira Maria Clara Starling Camila Costa de Amorim Jefersson A. dos Santos Exploring Unsupervised Domain Adaptation Approaches for Water Parameters Estimation from Satellite Images. 861-868 2024 VISIGRAPP (2): VISAPP https://doi.org/10.5220/0012574500003660 conf/visigrapp/2024-2 db/conf/visigrapp/visigrapp2024-2.html#AndradeSOSAS24 Keiller Nogueira Mayara Maezano Faita Pinheiro Ana Paula Marques Ramos Wesley Nunes Gonçalves José Marcato Junior Jefersson A. dos Santos Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation. 8351-8361 2024 WACV https://doi.org/10.1109/WACV57701.2024.00818 conf/wacv/2024 db/conf/wacv/wacv2024.html#NogueiraPRGJS24

Pedro H. V. Valois João Macedo Leo Sampaio Ferraz Ribeiro Jefersson A. dos Santos Sandra Avila Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery. 2024 abs/2403.01183 CoRR https://doi.org/10.48550/arXiv.2403.01183 db/journals/corr/corr2403.html#abs-2403-01183

Diego A. B. Moreira Alef Iury Siqueira Ferreira Gabriel Oliveira dos Santos Luiz Pereira João Medrado Gondim Gustavo Bonil Helena de Almeida Maia Nádia Félix F. da Silva Simone Tiemi Hashiguti Jefersson A. dos Santos Hélio Pedrini Sandra Avila FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. 2024 abs/2409.19474 CoRR https://doi.org/10.48550/arXiv.2409.19474 db/journals/corr/corr2409.html#abs-2409-19474 streams/journals/corr

Gabriel L. S. Machado Matheus Barros Pereira Keiller Nogueira Jefersson A. dos Santos Facing the Void: Overcoming Missing Data in Multi-View Imagery. 12546-12553 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2022.3231617 db/journals/access/access11.html#MachadoPNS23

Pedro Henrique Targino Gama Hugo N. Oliveira 0001 Jefersson A. dos Santos Roberto M. Cesar An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. 77-88 2023 June 113 Comput. Graph. https://doi.org/10.1016/j.cag.2023.05.009 https://www.wikidata.org/entity/Q136465126 db/journals/cg/cg113.html#GamaOSC23

Antônio Lopes Apolinário Jefersson A. dos Santos Fabio Miranda 0004 Cosimo Distante Foreword to special section on SIBGRAPI 2022. 4- 2023 August 114 Comput. Graph. https://doi.org/10.1016/j.cag.2023.08.002 db/journals/cg/cg114.html#ApolinarioSMD23

Ian Nunes Camila Laranjeira Hugo N. Oliveira 0001 Jefersson A. dos Santos A systematic review on open-set segmentation. 296-308 2023 October 115 Comput. Graph. https://doi.org/10.1016/j.cag.2023.06.026 db/journals/cg/cg115.html#NunesLOS23

Thiago M. Carvalho Jorge Andres Chamorro Martinez Hugo N. Oliveira 0001 Jefersson A. dos Santos Raul Queiroz Feitosa Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. 1-5 2023 20 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2023.3244532 db/journals/lgrs/lgrs20.html#CarvalhoMOSF23

Hugo N. Oliveira 0001 Caio C. V. da Silva Gabriel L. S. Machado Keiller Nogueira Jefersson A. dos Santos Fully convolutional open set segmentation. 1733-1784 2023 May 112 Mach. Learn. 5 https://doi.org/10.1007/s10994-021-06027-1 db/journals/ml/ml112.html#OliveiraSMNS23

Jefersson A. dos Santos Antônio L. Apolinário Jr. Fabio Miranda 0004 Cosimo Distante Foreword to Special Section on SIBGRAPI 2022. 81-82 2023 November 175 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2023.09.011 db/journals/prl/prl175.html#SantosAMD23

Pedro H. Barros Fabiane Queiroz Flavio Figueiredo Jefersson A. dos Santos Heitor S. Ramos A New Similarity Space Tailored for Supervised Deep Metric Learning. 16:1-16:25 2023 February 14 ACM Trans. Intell. Syst. Technol. 1 https://doi.org/10.1145/3559766 db/journals/tist/tist14.html#BarrosQFSR23

Pedro H. T. Gama Hugo N. Oliveira 0001 José Marcato Junior Jefersson A. dos Santos Weakly Supervised Few-Shot Segmentation via Meta-Learning. 1784-1797 2023 25 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2022.3162951 db/journals/tmm/tmm25.html#Gama0JS23

Lucas Costa de Faria Matheus Brito Keiller Nogueira Jefersson A. dos Santos Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest. 181-186 2023 SIBGRAPI https://doi.org/10.1109/SIBGRAPI59091.2023.10347153 conf/sibgrapi/2023 db/conf/sibgrapi/sibgrapi2023.html#FariaBNS23 Arthur B. A. Pinto Jefersson A. dos Santos Hugo N. Oliveira 0001 Alexei M. C. Machado CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. 715-726 2023 VISIGRAPP (4: VISAPP) https://doi.org/10.5220/0011616800003417 conf/visapp/2023-1 db/conf/visapp/visapp2023-1.html#PintoSOM23

Camila Laranjeira Daniel Andrade Jefersson A. dos Santos YOLOv7 for Mosquito Breeding Grounds Detection and Tracking. 2023 abs/2310.10423 CoRR https://doi.org/10.48550/arXiv.2310.10423 db/journals/corr/corr2310.html#abs-2310-10423

Ribana Roscher Marc Rußwurm Caroline Gevaert Michael Kampffmeyer Jefersson A. dos Santos Maria Vakalopoulou Ronny Hänsch Stine Hansen Keiller Nogueira Jonathan Prexl Devis Tuia Data-Centric Machine Learning for Geospatial Remote Sensing Data. 2023 abs/2312.05327 CoRR https://doi.org/10.48550/arXiv.2312.05327 db/journals/corr/corr2312.html#abs-2312-05327

Jorge Andres Chamorro Martinez Hugo N. Oliveira 0001 Jefersson A. dos Santos Raul Queiroz Feitosa Open Set Semantic Segmentation for Multitemporal Crop Recognition. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2021.3113828 db/journals/lgrs/lgrs19.html#MartinezOSF22

Bruno Augusto Alemão Monteiro Hugo N. Oliveira 0001 Jefersson A. dos Santos Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2022.3193567 db/journals/lgrs/lgrs19.html#MonteiroOS22

Camila Laranjeira João Macedo Sandra Avila Jefersson A. dos Santos Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. 2189-2205 2022 FAccT https://doi.org/10.1145/3531146.3534636 conf/fat/2022 db/conf/fat/facct2022.html#SilvaMAS22 Ian Nunes Matheus Barros Pereira Hugo N. Oliveira 0001 Jefersson A. dos Santos Marcus Poggi Conditional Reconstruction for Open-Set Semantic Segmentation. 946-950 2022 ICIP https://doi.org/10.1109/ICIP46576.2022.9897407 conf/icip/2022 db/conf/icip/icip2022.html#NunesPOSP22 Hugo N. Oliveira 0001 Roberto M. Cesar Jr. Pedro H. T. Gama Jefersson A. dos Santos Domain Generalization in Medical Image Segmentation via Meta-Learners. 288-293 2022 SIBGRAPI https://doi.org/10.1109/SIBGRAPI55357.2022.9991767 conf/sibgrapi/2022 db/conf/sibgrapi/sibgrapi2022.html#OliveiraCGS22 Ian Nunes Marcus Poggi Hugo N. Oliveira 0001 Matheus Barros Pereira Jefersson A. dos Santos Deep Open-Set Segmentation in Visual Learning. 314-319 2022 SIBGRAPI https://doi.org/10.1109/SIBGRAPI55357.2022.9991794 conf/sibgrapi/2022 db/conf/sibgrapi/sibgrapi2022.html#NunesPOPS22

Ian Nunes Matheus Barros Pereira Hugo N. Oliveira 0001 Jefersson A. dos Santos Marcus Poggi Conditional Reconstruction for Open-set Semantic Segmentation. 2022 abs/2203.01368 CoRR https://doi.org/10.48550/arXiv.2203.01368 db/journals/corr/corr2203.html#abs-2203-01368

Camila Laranjeira João Macedo Sandra Avila Jefersson A. dos Santos Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. 2022 abs/2204.14110 CoRR https://doi.org/10.48550/arXiv.2204.14110 db/journals/corr/corr2204.html#abs-2204-14110

Gabriel L. S. Machado Keiller Nogueira Matheus Barros Pereira Jefersson Alex dos Santos Facing the Void: Overcoming Missing Data in Multi-View Imagery. 2022 abs/2205.10592 CoRR https://doi.org/10.48550/arXiv.2205.10592 db/journals/corr/corr2205.html#abs-2205-10592

Ian Nunes Matheus Barros Pereira Hugo N. Oliveira 0001 Jefersson A. dos Santos Marcus Poggi FuSS: Fusing Superpixels for Improved Segmentation Consistency. 2022 abs/2206.02714 CoRR https://doi.org/10.48550/arXiv.2206.02714 db/journals/corr/corr2206.html#abs-2206-02714

Keiller Nogueira Jocelyn Chanussot Mauro Dalla Mura Jefersson A. dos Santos An Introduction to Deep Morphological Networks. 114308-114324 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3104405 db/journals/access/access9.html#NogueiraCMS21

Érico Marco D. A. Pereira Ricardo da Silva Torres Jefersson A. dos Santos A genetic algorithm approach for image representation learning through color quantization. 15315-15350 2021 80 Multim. Tools Appl. 10 https://doi.org/10.1007/s11042-020-10194-z db/journals/mta/mta80.html#PereiraTS21

José Augusto Correa Martins Keiller Nogueira Lucas Prado Osco Felipe David Georges Gomes Danielle Elis Garcia Furuya Wesley Nunes Gonçalves Diego André Sant'Ana Ana Paula Marques Ramos Veraldo Liesenberg Jefersson Alex dos Santos Paulo Tarso Sanches de Oliveira José Marcato Junior Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. 3054 2021 13 Remote. Sens. 16 https://doi.org/10.3390/rs13163054 https://www.wikidata.org/entity/Q113151472 db/journals/remotesensing/remotesensing13.html#MartinsNOGFGSRL21

Gabriel L. S. Machado Edemir Ferreira Keiller Nogueira Hugo N. Oliveira 0001 Matheus Brito Pedro Henrique Targino Gama Jefersson Alex dos Santos AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. 488-503 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2020.3033424 db/journals/staeors/staeors14.html#MachadoFNOBGS21

Marcos Vendramini Hugo N. Oliveira 0001 Alexei M. C. Machado Jefersson A. dos Santos Opening Deep Neural Networks With Generative Models. 1314-1318 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506672 conf/icip/2021 db/conf/icip/icip2021.html#VendraminiOMS21 José Augusto Correa Martins Keiller Nogueira Pedro Zamboni Paulo Tarso Sanches de Oliveira Wesley Nunes Gonçalves Jefersson A. dos Santos José Marcato Junior Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. 6932-6935 2021 IGARSS https://doi.org/10.1109/IGARSS47720.2021.9553218 conf/igarss/2021 db/conf/igarss/igarss2021.html#MartinsNZOGSM21 Camila Laranjeira Virgínia Fernandes Mota Jefersson Alex dos Santos Machine Learning Bias in Computer Vision: Why do I have to care? 1-8 2021 SIBGRAPI https://doi.org/10.1109/SIBGRAPI54419.2021.00010 conf/sibgrapi/2021 db/conf/sibgrapi/sibgrapi2021.html#LaranjeiraMS21 Pedro H. T. Gama Hugo N. Oliveira 0001 Jefersson A. dos Santos Learning to Segment Medical Images from Few-Shot Sparse Labels. 89-96 2021 SIBGRAPI https://doi.org/10.1109/SIBGRAPI54419.2021.00021 conf/sibgrapi/2021 db/conf/sibgrapi/sibgrapi2021.html#GamaOS21 Matheus Barros Pereira Jefersson Alex dos Santos ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. 278-285 2021 SIBGRAPI https://doi.org/10.1109/SIBGRAPI54419.2021.00045 conf/sibgrapi/2021 db/conf/sibgrapi/sibgrapi2021.html#PereiraS21

Marcos Vendramini Hugo N. Oliveira 0001 Alexei M. C. Machado Jefersson A. dos Santos Opening Deep Neural Networks with Generative Models. 2021 abs/2105.10013 CoRR https://arxiv.org/abs/2105.10013 db/journals/corr/corr2105.html#abs-2105-10013

Pedro H. T. Gama Hugo N. Oliveira 0001 Jefersson A. dos Santos Learning to Segment Medical Images from Few-Shot Sparse Labels. 2021 abs/2108.05476 CoRR https://arxiv.org/abs/2108.05476 db/journals/corr/corr2108.html#abs-2108-05476

Matheus Barros Pereira Jefersson Alex dos Santos ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. 2021 abs/2108.11535 CoRR https://arxiv.org/abs/2108.11535 db/journals/corr/corr2108.html#abs-2108-11535

Pedro H. T. Gama Hugo N. Oliveira 0001 José Marcato Junior Jefersson A. dos Santos Weakly Supervised Few-Shot Segmentation Via Meta-Learning. 2021 abs/2109.01693 CoRR https://arxiv.org/abs/2109.01693 db/journals/corr/corr2109.html#abs-2109-01693

Hugo N. Oliveira 0001 Edemir Ferreira Jefersson A. dos Santos Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. 84037-84062 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2991688 db/journals/access/access8.html#OliveiraFS20

Virgínia Fernandes Mota Hugo Neves de Oliveira Sérgio Scalzo Dalton Dittz Reginaldo J. Santos Jefersson A. dos Santos Arnaldo de Albuquerque Araújo From video pornography to cancer cells: a tensor framework for spatiotemporal description. 13919-13949 2020 79 Multim. Tools Appl. 19-20 https://doi.org/10.1007/s11042-020-08642-x db/journals/mta/mta79.html#MotaOSDSSA20

Hugo Neves de Oliveira Virgínia Fernandes Mota Alexei Manso Corrêa Machado Jefersson A. dos Santos From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays. 10-17 2020 140 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.09.021 db/journals/prl/prl140.html#OliveiraMMS20

Keiller Nogueira Gabriel L. S. Machado Pedro H. T. Gama Caio C. V. da Silva Remis Balaniuk Jefersson A. dos Santos Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches. 739 2020 12 Remote. Sens. 4 https://doi.org/10.3390/rs12040739 db/journals/remotesensing/remotesensing12.html#NogueiraMGSBS20

Juan Felipe Hernandez Albarracin Rafael S. Oliveira Marina Hirota Jefersson A. dos Santos Ricardo da Silva Torres A Soft Computing Approach for Selecting and Combining Spectral Bands. 2267 2020 12 Remote. Sens. 14 https://doi.org/10.3390/rs12142267 db/journals/remotesensing/remotesensing12.html#AlbarracinOHST20

Caio C. V. da Silva Keiller Nogueira Hugo N. Oliveira 0001 Jefersson A. dos Santos Towards Open-Set Semantic Segmentation of Aerial Images. 2020 abs/2001.10063 CoRR https://arxiv.org/abs/2001.10063 db/journals/corr/corr2001.html#abs-2001-10063

Edemir Ferreira Matheus Brito Remis Balaniuk Mário S. Alvim Jefersson A. dos Santos BrazilDAM: A Benchmark dataset for Tailings Dam Detection. 2020 abs/2003.07948 CoRR https://arxiv.org/abs/2003.07948 db/journals/corr/corr2003.html#abs-2003-07948

Matheus Barros Pereira Jefersson Alex dos Santos An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation. 2020 abs/2003.07955 CoRR https://arxiv.org/abs/2003.07955 db/journals/corr/corr2003.html#abs-2003-07955

Hugo N. Oliveira 0001 Caio C. V. da Silva Gabriel L. S. Machado Keiller Nogueira Jefersson A. dos Santos Fully Convolutional Open Set Segmentation. 2020 abs/2006.14673 CoRR https://arxiv.org/abs/2006.14673 db/journals/corr/corr2006.html#abs-2006-14673

Gabriel L. S. Machado Edemir Ferreira Keiller Nogueira Hugo N. Oliveira 0001 Pedro H. T. Gama Jefersson A. dos Santos AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. 2020 abs/2008.01133 CoRR https://arxiv.org/abs/2008.01133 db/journals/corr/corr2008.html#abs-2008-01133

Juan Felipe Hernandez Albarracin Rafael S. Oliveira Marina Hirota Jefersson A. dos Santos Ricardo da Silva Torres A Soft Computing Approach for Selecting and Combining Spectral Bands. 2020 abs/2011.05127 CoRR https://arxiv.org/abs/2011.05127 db/journals/corr/corr2011.html#abs-2011-05127

Pedro H. Barros Fabiane Queiroz Flavio Figueiredo Jefersson A. dos Santos Heitor S. Ramos A New Similarity Space Tailored for Supervised Deep Metric Learning. 2020 abs/2011.08325 CoRR https://arxiv.org/abs/2011.08325 db/journals/corr/corr2011.html#abs-2011-08325

Carlos Caetano Victor Hugo Cunha de Melo François Brémond Jefersson A. dos Santos William Robson Schwartz Magnitude-Orientation Stream network and depth information applied to activity recognition. 2019 63 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2019.102596 db/journals/jvcir/jvcir63.html#CaetanoMBSS19

Nathalia Menini Alexandre E. Almeida Rubens A. C. Lamparelli Guerric le Maire Jefersson A. dos Santos Hélio Pedrini Marina Hirota Ricardo da Silva Torres A Soft Computing Framework for Image Classification Based on Recurrence Plots. 320-324 2019 16 IEEE Geosci. Remote. Sens. Lett. 2 https://doi.org/10.1109/LGRS.2018.2872132 https://www.wikidata.org/entity/Q129083072 db/journals/lgrs/lgrs16.html#MeniniALMSPHT19

Keiller Nogueira Jefersson A. dos Santos Nathalia Menini Thiago S. F. Silva Leonor Patricia C. Morellato Ricardo da Silva Torres Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks. 1665-1669 2019 16 IEEE Geosci. Remote. Sens. Lett. 10 https://doi.org/10.1109/LGRS.2019.2903194 db/journals/lgrs/lgrs16.html#NogueiraSMSMT19

Keiller Nogueira Mauro Dalla Mura Jocelyn Chanussot William Robson Schwartz Jefersson Alex dos Santos Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. 7503-7520 2019 57 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2019.2913861 https://www.wikidata.org/entity/Q127767783 db/journals/tgrs/tgrs57.html#NogueiraMCSS19

Carlos Caetano Jessica Sena François Brémond Jefersson A. dos Santos William Robson Schwartz SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. 1-8 2019 AVSS https://doi.org/10.1109/AVSS.2019.8909840 conf/avss/2019 db/conf/avss/avss2019.html#CaetanoSBSS19 Eduardo A. Tavares Ricardo da Silva Torres Jefersson A. dos Santos Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images. 254-257 2019 IGARSS https://doi.org/10.1109/IGARSS.2019.8899023 conf/igarss/2019 db/conf/igarss/igarss2019.html#TavaresTS19 Matheus Barros Pereira Jefersson A. dos Santos How Effective Is Super-Resolution to Improve Dense Labelling of Coarse Resolution Imagery? 202-209 2019 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2019.00035 conf/sibgrapi/2019 db/conf/sibgrapi/sibgrapi2019.html#PereiraS19

Hugo N. Oliveira 0001 Edemir Ferreira Jefersson A. dos Santos Conditional Domain Adaptation GANs for Biomedical Image Segmentation. 2019 abs/1901.05553 CoRR http://arxiv.org/abs/1901.05553 db/journals/corr/corr1901.html#abs-1901-05553

Keiller Nogueira Jefersson A. dos Santos Nathalia Menini Thiago S. F. Silva Leonor Patricia C. Morellato Ricardo da Silva Torres Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks. 2019 abs/1903.00774 CoRR http://arxiv.org/abs/1903.00774 db/journals/corr/corr1903.html#abs-1903-00774

Keiller Nogueira Jocelyn Chanussot Mauro Dalla Mura William Robson Schwartz Jefersson A. dos Santos An Introduction to Deep Morphological Networks. 2019 abs/1906.01751 CoRR http://arxiv.org/abs/1906.01751 db/journals/corr/corr1906.html#abs-1906-01751

Carlos Caetano Jessica Sena François Brémond Jefersson A. dos Santos William Robson Schwartz SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. 2019 abs/1907.13025 CoRR http://arxiv.org/abs/1907.13025 db/journals/corr/corr1907.html#abs-1907-13025

Keiller Nogueira Samuel G. Fadel Ícaro C. Dourado Rafael de Oliveira Werneck Javier A. V. Muñoz Otávio A. B. Penatti Rodrigo Tripodi Calumby Lin Tzy Li Jefersson A. dos Santos Ricardo da Silva Torres Exploiting ConvNet Diversity for Flooding Identification. 1446-1450 2018 15 IEEE Geosci. Remote. Sens. Lett. 9 https://doi.org/10.1109/LGRS.2018.2845549 https://www.wikidata.org/entity/Q129616884 db/journals/lgrs/lgrs15.html#NogueiraFDWMPCL18

Agnaldo Aparecido Esmael Jefersson Alex dos Santos Ricardo da Silva Torres On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. 24565-24592 2018 77 Multim. Tools Appl. 19 https://doi.org/10.1007/s11042-018-6023-4 https://www.wikidata.org/entity/Q129765828 db/journals/mta/mta77.html#EsmaelST18

Edemir Ferreira Hugo N. Oliveira 0001 Mário Sérgio Alvim Jefersson Alex dos Santos A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. 72-80 2018 CIARP https://doi.org/10.1007/978-3-030-13469-3_9 conf/ciarp/2018 db/conf/ciarp/ciarp2018.html#FerreiraOAS18 Hugo Neves de Oliveira Claudio Saliba de Avelar Alexei Manso Corrêa Machado Arnaldo de Albuquerque Araújo Jefersson Alex dos Santos Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. 690-698 2018 CIARP https://doi.org/10.1007/978-3-030-13469-3_80 conf/ciarp/2018 db/conf/ciarp/ciarp2018.html#OliveiraAMAS18 John E. Vargas-Munoz Diego Marcos Sylvain Lobry Jefersson A. dos Santos Alexandre X. Falcão Devis Tuia Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. 1284-1287 2018 IGARSS https://doi.org/10.1109/IGARSS.2018.8518711 conf/igarss/2018 db/conf/igarss/igarss2018.html#Vargas-MunozMLS18 Tiago M. H. C. Santana Ricardo da Silva Torres Jefersson A. dos Santos Superpixel Context Description based on Visual Words Co-Occurrence Matrix. 6199-6202 2018 IGARSS https://doi.org/10.1109/IGARSS.2018.8518897 conf/igarss/2018 db/conf/igarss/igarss2018.html#SantanaTS18 Hugo N. Oliveira 0001 Jefersson A. dos Santos Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. 204-211 2018 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2018.00033 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2018.00033 conf/sibgrapi/2018 db/conf/sibgrapi/sibgrapi2018.html#OliveiraS18 João Macedo Filipe Costa Jefersson A. dos Santos A Benchmark Methodology for Child Pornography Detection. 455-462 2018 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2018.00065 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2018.00065 conf/sibgrapi/2018 db/conf/sibgrapi/sibgrapi2018.html#MacedoCS18 Carlos Caetano Jefersson A. dos Santos William Robson Schwartz Statistical Measures from Co-occurrence of Codewords for Action Recognition. 301-308 2018 VISIGRAPP (5: VISAPP) https://doi.org/10.5220/0006615803010308 conf/visapp/2018-2 db/conf/visapp/visapp2018-2.html#CaetanoSS18

Keiller Nogueira Mauro Dalla Mura Jocelyn Chanussot William Robson Schwartz Jefersson A. dos Santos Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. 2018 abs/1804.04020 CoRR http://arxiv.org/abs/1804.04020 db/journals/corr/corr1804.html#abs-1804-04020

Edemir Ferreira Mário S. Alvim Jefersson A. dos Santos A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping. 2018 abs/1806.02400 CoRR http://arxiv.org/abs/1806.02400 db/journals/corr/corr1806.html#abs-1806-02400

Keiller Nogueira Otávio Augusto Bizetto Penatti Jefersson A. dos Santos Towards better exploiting convolutional neural networks for remote sensing scene classification. 539-556 2017 61 Pattern Recognit. https://doi.org/10.1016/j.patcog.2016.07.001 db/journals/pr/pr61.html#NogueiraPS17

Anselmo Ferreira Luca Bondi Luca Baroffio Paolo Bestagini Jiwu Huang Jefersson A. dos Santos Stefano Tubaro Anderson Rocha 0001 Data-Driven Feature Characterization Techniques for Laser Printer Attribution. 1860-1873 2017 12 IEEE Trans. Inf. Forensics Secur. 8 https://doi.org/10.1109/TIFS.2017.2692722 https://www.wikidata.org/entity/Q114984123 db/journals/tifs/tifs12.html#FerreiraBBBHSTR17

Juan Felipe Hernandez Albarracin Edemir Ferreira de Andrade Jr. Jefersson A. dos Santos Ricardo da Silva Torres Fusion of genetic-programming-based indices in hyperspectral image classification tasks. 554-557 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8127013 conf/igarss/2017 db/conf/igarss/igarss2017.html#AlbarracinAST17 Tiago M. H. C. Santana Keiller Nogueira Alexei Manso Corrêa Machado Jefersson A. dos Santos Deep contextual description of superpixels for aerial urban scenes classification. 3027-3031 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8127636 conf/igarss/2017 db/conf/igarss/igarss2017.html#SantanaNMS17 Andrey Bicalho Santos Arnaldo de Albuquerque Araújo Jefersson A. dos Santos William Robson Schwartz David Menotti Combination techniques for hyperspectral image interpretation. 3648-3651 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8127789 conf/igarss/2017 db/conf/igarss/igarss2017.html#SantosASSM17 John E. Vargas-Munoz Devis Tuia Jefersson A. dos Santos Alexandre X. Falcão Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation. 3688-3691 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8127799 conf/igarss/2017 db/conf/igarss/igarss2017.html#Vargas-MunozTSF17 Keiller Nogueira Jefersson A. dos Santos Leonardo Cancian Bruno D. Borges Thiago S. F. Silva Leonor Patricia C. Morellato Ricardo da Silva Torres Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets. 3787-3790 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8127824 https://www.wikidata.org/entity/Q60510727 conf/igarss/2017 db/conf/igarss/igarss2017.html#NogueiraSCBSMT17 Keiller Nogueira Samuel G. Fadel Ícaro C. Dourado Rafael de Oliveira Werneck Javier A. V. Muñoz Otávio A. B. Penatti Rodrigo Tripodi Calumby Lin Li Jefersson Alex dos Santos Ricardo da Silva Torres Data-Driven Flood Detection using Neural Networks. 2017 MediaEval https://ceur-ws.org/Vol-1984/Mediaeval_2017_paper_39.pdf conf/mediaeval/2017 db/conf/mediaeval/mediaeval2017.html#NogueiraFDWMPCL17 Carlos Antônio Caetano Jr. Victor Hugo Cunha de Melo Jefersson A. dos Santos William Robson Schwartz Activity Recognition Based on a Magnitude-Orientation Stream Network. 47-54 2017 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2017.13 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2017.13 conf/sibgrapi/2017 db/conf/sibgrapi/sibgrapi2017.html#CaetanoMSS17 Rafael Baeta Keiller Nogueira David Menotti Jefersson A. dos Santos Learning Deep Features on Multiple Scales for Coffee Crop Recognition. 262-268 2017 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2017.41 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2017.41 conf/sibgrapi/2017 db/conf/sibgrapi/sibgrapi2017.html#BaetaNMS17

Carlos Caetano Victor Hugo Cunha de Melo Jefersson A. dos Santos William Robson Schwartz Activity Recognition based on a Magnitude-Orientation Stream Network. 2017 abs/1708.06637 CoRR http://arxiv.org/abs/1708.06637 db/journals/corr/corr1708.html#abs-1708-06637

Keiller Nogueira Samuel G. Fadel Ícaro C. Dourado Rafael de Oliveira Werneck Javier A. V. Muñoz Otávio A. B. Penatti Rodrigo Tripodi Calumby Lin Tzy Li Jefersson A. dos Santos Ricardo da Silva Torres Exploiting ConvNet Diversity for Flooding Identification. 2017 abs/1711.03564 CoRR http://arxiv.org/abs/1711.03564 db/journals/corr/corr1711.html#abs-1711-03564

Érico Marco D. A. Pereira Jefersson A. dos Santos A Color Quantization Optimization Approach for Image Representation Learning. 2017 abs/1711.06809 CoRR http://arxiv.org/abs/1711.06809 db/journals/corr/corr1711.html#abs-1711-06809

Anselmo Ferreira Jefersson A. dos Santos Anderson Rocha 0001 Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection. S17-S36 2016 20 Intell. Data Anal. s1 https://doi.org/10.3233/IDA-160843 db/journals/ida/ida20.html#FerreiraSR16

Keiller Nogueira Adriano Alonso Veloso Jefersson Alex dos Santos Pointwise and pairwise clothing annotation: combining features from social media. 4083-4113 2016 75 Multim. Tools Appl. 7 https://doi.org/10.1007/s11042-015-3087-2 db/journals/mta/mta75.html#NogueiraVS16

Jurandy Almeida Jefersson A. dos Santos Bruna Alberton Leonor Patricia C. Morellato Ricardo da Silva Torres Phenological visual rhythms: Compact representations for fine-grained plant species identification. 90-100 2016 81 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2015.11.028 https://www.wikidata.org/entity/Q60510737 db/journals/prl/prl81.html#AlmeidaSAMT16

Anselmo Ferreira Siovani Cintra Felipussi Carlos Alfaro 0002 Pablo Fonseca John E. Vargas-Munoz Jefersson A. dos Santos Anderson Rocha 0001 Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection. 4729-4742 2016 25 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2016.2593583 https://www.wikidata.org/entity/Q39569936 db/journals/tip/tip25.html#FerreiraFAFVSR16

Tiago M. H. C. Santana Alexei Manso Corrêa Machado Arnaldo de Albuquerque Araújo Jefersson A. dos Santos Star: A Contextual Description of Superpixels for Remote Sensing Image Classification. 300-308 2016 CIARP https://doi.org/10.1007/978-3-319-52277-7_37 conf/ciarp/2016 db/conf/ciarp/ciarp2016.html#SantanaMAS16 Carlos Caetano Jefersson A. dos Santos William Robson Schwartz Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. 1947-1952 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899921 conf/icpr/2016 db/conf/icpr/icpr2016.html#CaetanoSS16 Keiller Nogueira Mauro Dalla Mura Jocelyn Chanussot William Robson Schwartz Jefersson A. dos Santos Learning to semantically segment high-resolution remote sensing images. 3566-3571 2016 ICPR https://doi.org/10.1109/ICPR.2016.7900187 conf/icpr/2016 db/conf/icpr/icpr2016.html#NogueiraMCSS16 Javier A. V. Muñoz Lin Tzy Li Ícaro C. Dourado Keiller Nogueira Samuel G. Fadel Otávio Augusto Bizetto Penatti Jurandy Almeida Luís A. M. Pereira Rodrigo Tripodi Calumby Jefersson A. dos Santos Ricardo da Silva Torres RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. 2016 MediaEval conf/mediaeval/2016 db/conf/mediaeval/mediaeval2016.html#MunozLDNFPAPCST16 https://ceur-ws.org/Vol-1739/MediaEval_2016_paper_22.pdf Hugo Neves de Oliveira Jefersson Alex dos Santos Matheus C. de Melo Thaís Gaudencio do Rêgo Leonardo Vidal Batista Information Theory-Based Detection of Noisy Bit Planes in Medical Images. 32-39 2016 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2016.014 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2016.014 conf/sibgrapi/2016 db/conf/sibgrapi/sibgrapi2016.html#OliveiraSMRB16 Juan Felipe Hernandez Albarracin Jefersson Alex dos Santos Ricardo da Silva Torres Learning to Combine Spectral Indices with Genetic Programming. 408-415 2016 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2016.063 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2016.063 conf/sibgrapi/2016 db/conf/sibgrapi/sibgrapi2016.html#AlbarracinST16 Edemir Ferreira de Andrade Jr. Arnaldo de Albuquerque Araújo Jefersson Alex dos Santos A Boosting-Based Approach for Remote Sensing Multimodal Image Classification. 416-423 2016 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2016.064 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2016.064 conf/sibgrapi/2016 db/conf/sibgrapi/sibgrapi2016.html#AndradeAS16

Keiller Nogueira Otávio Augusto Bizetto Penatti Jefersson Alex dos Santos Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. 2016 abs/1602.01517 CoRR http://arxiv.org/abs/1602.01517 db/journals/corr/corr1602.html#NogueiraPS16

João J. de Macedo Neto Jefersson A. dos Santos William Robson Schwartz Meat adulteration detection through digital image analysis of histological cuts using LBP. 2016 abs/1611.02260 CoRR http://arxiv.org/abs/1611.02260 db/journals/corr/corr1611.html#NetoSS16

Jurandy Almeida Jefersson Alex dos Santos Waner O. Miranda Bruna Alberton Leonor Patricia C. Morellato Ricardo da Silva Torres Deriving vegetation indices for phenology analysis using genetic programming. 61-69 2015 26 Ecol. Informatics 3 https://doi.org/10.1016/j.ecoinf.2015.01.003 https://www.wikidata.org/entity/Q60510742 db/journals/ecoi/ecoi26.html#AlmeidaSMAMT15

Lilian Chaves Brandao dos Santos Silvio Jamil Ferzoli Guimarães Jefersson Alex dos Santos Efficient Unsupervised Band Selection Through Spectral Rhythms. 1016-1025 2015 9 IEEE J. Sel. Top. Signal Process. 6 https://doi.org/10.1109/JSTSP.2015.2405902 db/journals/jstsp/jstsp9.html#SantosGS15

Edemir Ferreira de Andrade Jr. Arnaldo de Albuquerque Araújo Jefersson Alex dos Santos A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors. 59-66 2015 CIARP https://doi.org/10.1007/978-3-319-25751-8_8 conf/ciarp/2015 db/conf/ciarp/ciarp2015.html#AndradeAS15 Keiller Nogueira William Robson Schwartz Jefersson Alex dos Santos Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. 67-74 2015 CIARP https://doi.org/10.1007/978-3-319-25751-8_9 conf/ciarp/2015 db/conf/ciarp/ciarp2015.html#NogueiraSS15 Ramon F. Pessoa William Robson Schwartz Jefersson A. dos Santos A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. 424-431 2015 CIARP https://doi.org/10.1007/978-3-319-25751-8_51 conf/ciarp/2015 db/conf/ciarp/ciarp2015.html#PessoaSS15 Otávio Augusto Bizetto Penatti Keiller Nogueira Jefersson Alex dos Santos Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? 44-51 2015 CVPR Workshops https://doi.org/10.1109/CVPRW.2015.7301382 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2015.7301382 conf/cvpr/2015w db/conf/cvpr/cvprw2015.html#PenattiNS15 Sandro Luiz Jailson Lopes Tinôco David Menotti Jefersson A. dos Santos Gladston J. P. Moreira A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners. 544-556 2015 EMO (2) https://doi.org/10.1007/978-3-319-15892-1_37 conf/emo/2015-2 db/conf/emo/emo2015-2.html#TinocoMSM15 John E. Vargas Alexandre X. Falcão Jefersson A. dos Santos Júlio César Dalla Mora Esquerdo Alexandre Camargo Coutinho João Francisco Gonçalves Antunes Contextual superpixel description for remote sensing image classification. 1132-1135 2015 IGARSS https://doi.org/10.1109/IGARSS.2015.7325970 conf/igarss/2015 db/conf/igarss/igarss2015.html#VargasFSECA15 Lin Tzy Li Javier A. V. Muñoz Jurandy Almeida Rodrigo Tripodi Calumby Otávio Augusto Bizetto Penatti Ícaro C. Dourado Keiller Nogueira Pedro Ribeiro Mendes Júnior Luís A. M. Pereira Daniel Carlos Guimarães Pedronette Jefersson Alex dos Santos Marcos André Gonçalves Ricardo da Silva Torres RECOD @ Placing Task of MediaEval 2015. 2015 MediaEval conf/mediaeval/2015 db/conf/mediaeval/mediaeval2015.html#LiMACPDNMPPSGT15 https://ceur-ws.org/Vol-1436/Paper49.pdf Keiller Nogueira Waner O. Miranda Jefersson Alex dos Santos Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks. 289-296 2015 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2015.39 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2015.39 conf/sibgrapi/2015 db/conf/sibgrapi/sibgrapi2015.html#NogueiraMS15

Jurandy Almeida Jefersson Alex dos Santos Bruna Alberton Ricardo da Silva Torres Leonor Patricia C. Morellato Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. 49-61 2014 23 Ecol. Informatics https://doi.org/10.1016/j.ecoinf.2013.06.011 https://www.wikidata.org/entity/Q60510746 db/journals/ecoi/ecoi23.html#AlmeidaSATM14

Fábio Augusto Faria Jefersson Alex dos Santos Anderson Rocha 0001 Ricardo da Silva Torres A framework for selection and fusion of pattern classifiers in multimedia recognition. 52-64 2014 39 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2013.07.014 db/journals/prl/prl39.html#FariaSRT14

Fábio Augusto Faria Daniel C. G. Pedronette Jefersson A. dos Santos Anderson Rocha 0001 Ricardo da Silva Torres Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. 1103-1115 2014 7 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 https://doi.org/10.1109/JSTARS.2014.2303813 db/journals/staeors/staeors7.html#FariaPSRT14

Jefersson A. dos Santos Otávio A. B. Penatti Philippe-Henri Gosselin Alexandre X. Falcão Sylvie Philipp-Foliguet Ricardo da Silva Torres Efficient and Effective Hierarchical Feature Propagation. 4632-4643 2014 7 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 https://doi.org/10.1109/JSTARS.2014.2341175 db/journals/staeors/staeors7.html#SantosPGFPT14

Rodrigo Y. M. Nakamura Leila Maria Garcia Fonseca Jefersson Alex dos Santos Ricardo da Silva Torres Xin-She Yang 0001 João P. Papa Nature-Inspired Framework for Hyperspectral Band Selection. 2126-2137 2014 52 IEEE Trans. Geosci. Remote. Sens. 4 https://doi.org/10.1109/TGRS.2013.2258351 db/journals/tgrs/tgrs52.html#NakamuraFSTYP14

Lilian Chaves Brandao dos Santos Jurandy Almeida Jefersson Alex dos Santos Silvio Jamil Ferzoli Guimarães Arnaldo de Albuquerque Araújo Bruna Alberton Leonor Patricia Cerdeira Morellato Ricardo da Silva Torres Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. 263-270 2014 eScience https://doi.org/10.1109/eScience.2014.23 https://doi.ieeecomputersociety.org/10.1109/eScience.2014.23 https://www.wikidata.org/entity/Q60510751 conf/eScience/2014 db/conf/eScience/eScience2014.html#SantosASGAAMT14 Mariane Moreira Jefersson Alex dos Santos Adriano Veloso Learning to Rank Similar Apparel Styles with Economically-Efficient Rule-Based Active Learning. 361 2014 ICMR https://doi.org/10.1145/2578726.2578773 conf/mir/2014 db/conf/mir/icmr2014.html#MoreiraSV14 Lilian Chaves Brandao dos Santos Silvio Jamil Ferzoli Guimarães Arnaldo de Albuquerque Araújo Jefersson Alex dos Santos Unsupervised Hyperspectral Band Selection Based on Spectral Rhythm Analysis. 157-164 2014 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2014.51 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2014.51 conf/sibgrapi/2014 db/conf/sibgrapi/sibgrapi2014.html#SantosGAS14 John E. Vargas Priscila T. M. Saito Alexandre X. Falcão Pedro Jussieu de Rezende Jefersson Alex dos Santos Superpixel-Based Interactive Classification of Very High Resolution Images. 173-179 2014 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2014.49 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2014.49 conf/sibgrapi/2014 db/conf/sibgrapi/sibgrapi2014.html#VargasSFRS14 Adriano Alonso Veloso Jefersson Alex dos Santos Keiller Nogueira Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach. 327-334 2014 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2014.37 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2014.37 conf/sibgrapi/2014 db/conf/sibgrapi/sibgrapi2014.html#VelosoSN14 Jefersson Alex dos Santos Classificação semi-automática de imagens de sensorimento remoto. 2013 University of Campinas, Brazil http://repositorio.unicamp.br/jspui/handle/REPOSIP/275630 http://search.ndltd.org/show.php?id=oai:union.ndltd.org:IBICT/oai:agregador.ibict.br.RI_UNICAMP:oai:repositorio.unicamp.br:REPOSIP/275630 http://search.ndltd.org/show.php?id=oai:union.ndltd.org:IBICT/oai:repositorio.unicamp.br:REPOSIP/275630 ndltd.org (oai:agregador.ibict.br.RI_UNICAMP:oai:repositorio.unicamp.br:REPOSIP/275630)

Jefersson Alex dos Santos Philippe-Henri Gosselin Sylvie Philipp-Foliguet Ricardo da Silva Torres Alexandre Xavier Falcão Interactive Multiscale Classification of High-Resolution Remote Sensing Images. 2020-2034 2013 6 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 https://doi.org/10.1109/JSTARS.2012.2237013 db/journals/staeors/staeors6.html#SantosGPTF13

Jurandy Almeida Jefersson Alex dos Santos Bruna Alberton Leonor Patricia C. Morellato Ricardo da Silva Torres Plant Species Identification with Phenological Visual Rhythms. 148-154 2013 e-Science https://doi.org/10.1109/eScience.2013.43 https://doi.ieeecomputersociety.org/10.1109/eScience.2013.43 https://www.wikidata.org/entity/Q60510756 conf/eScience/2013 db/conf/eScience/eScience2013.html#AlmeidaSAMT13 Jurandy Almeida Jefersson Alex dos Santos Bruna Alberton Leonor Patricia C. Morellato Ricardo da Silva Torres Visual rhythm-based time series analysis for phenology studies. 4412-4416 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738909 https://www.wikidata.org/entity/Q60510758 conf/icip/2013 db/conf/icip/icip2013.html#AlmeidaSAMT13 Jefersson Alex dos Santos Otávio Augusto Bizetto Penatti Ricardo da Silva Torres Philippe Henri Gosselin Sylvie Philipp-Foliguet Alexandre X. Falcão Remote sensing image representation based on hierarchical histogram propagation. 2982-2985 2013 IGARSS https://doi.org/10.1109/IGARSS.2013.6723452 conf/igarss/2013 db/conf/igarss/igarss2013.html#SantosPTGPF13 Ricardo da Silva Torres Makoto Hasegawa Salvatore Tabbone Jurandy Almeida Jefersson Alex dos Santos Bruna Alberton Leonor Patricia C. Morellato Shape-based time series analysis for remote phenology studies. 3598-3601 2013 IGARSS https://doi.org/10.1109/IGARSS.2013.6723608 https://www.wikidata.org/entity/Q60510757 conf/igarss/2013 db/conf/igarss/igarss2013.html#TorresHTASAM13 Sandro Luiz Jailson Lopes Tinôco Haroldo Gambini Santos David Menotti Andrey Bicalho Santos Jefersson Alex dos Santos Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination. 4082-4085 2013 IGARSS https://doi.org/10.1109/IGARSS.2013.6723730 conf/igarss/2013 db/conf/igarss/igarss2013.html#TinocoSMSS13 Fábio Augusto Faria Jefersson Alex dos Santos Sudeep Sarkar Anderson Rocha 0001 Ricardo da Silva Torres Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More. 16-23 2013 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2013.12 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2013.12 conf/sibgrapi/2013 db/conf/sibgrapi/sibgrapi2013.html#FariaSSRT13 Jefersson Alex dos Santos Ricardo da Silva Torres Remote Sensing Image Segmentation and Representation through Multiscale Analysis. 23-30 2013 SIBGRAPI Tutorials https://doi.org/10.1109/SIBGRAPI-T.2013.11 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI-T.2013.11 conf/sibgrapi/2013t db/conf/sibgrapi/sibgrapi2013t.html#SantosT13

André Tavares da Silva Jefersson Alex dos Santos Alexandre X. Falcão Ricardo da Silva Torres Léo Pini Magalhães Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. 510-523 2012 116 Comput. Vis. Image Underst. 4 https://doi.org/10.1016/j.cviu.2011.12.001 db/journals/cviu/cviu116.html#SilvaSFTM12

Jefersson Alex dos Santos Philippe Henri Gosselin Sylvie Philipp-Foliguet Ricardo da Silva Torres Alexandre X. Falcão Multiscale Classification of Remote Sensing Images. 3764-3775 2012 50 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2012.2186582 db/journals/tgrs/tgrs50.html#SantosGPTF12

Jurandy Almeida Jefersson Alex dos Santos Bruna Alberton Ricardo da Silva Torres Leonor Patricia C. Morellato Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna. 1-8 2012 eScience https://doi.org/10.1109/eScience.2012.6404438 https://doi.ieeecomputersociety.org/10.1109/eScience.2012.6404438 https://www.wikidata.org/entity/Q60510760 conf/eScience/2012 db/conf/eScience/eScience2012.html#AlmeidaSATM12 Gabriel de S. Fedel Claudia Bauzer Medeiros Jefersson Alex dos Santos Sinimbu - Multimodal Queries to Support Biodiversity Studies. 620-634 2012 ICCSA (1) https://doi.org/10.1007/978-3-642-31125-3_47 conf/iccsa/2012-1 db/conf/iccsa/iccsa2012-1.html#FedelMS12 Jefersson A. dos Santos Fábio Augusto Faria Ricardo da Silva Torres Anderson Rocha 0001 Philippe Henri Gosselin Sylvie Philipp-Foliguet Alexandre X. Falcão Descriptor correlation analysis for remote sensing image multi-scale classification. 3078-3081 2012 ICPR https://ieeexplore.ieee.org/document/6460815/ conf/icpr/2012 db/conf/icpr/icpr2012.html#SantosFTRGPF12 Jefersson A. dos Santos Otávio Augusto Bizetto Penatti Ricardo da Silva Torres Philippe Henri Gosselin Sylvie Philipp-Foliguet Alexandre X. Falcão Improving texture description in remote sensing image multi-scale classification tasks by using visual words. 3090-3093 2012 ICPR https://ieeexplore.ieee.org/document/6460818/ conf/icpr/2012 db/conf/icpr/icpr2012.html#SantosPTGPF12 Fábio Augusto Faria Jefersson Alex dos Santos Ricardo da Silva Torres Anderson Rocha 0001 Alexandre X. Falcão Automatic fusion of region-based classifiers for coffee crop recognition. 2221-2224 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6351058 conf/igarss/2012 db/conf/igarss/igarss2012.html#FariaSTRF12 Rodrigo Nakamura João Paulo Papa Leila M. G. Fonseca Jefersson Alex dos Santos Ricardo da Silva Torres Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms. 3066-3069 2012 conf/igarss/2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6350778 db/conf/igarss/igarss2012.html#NakamuraPFST12 Fábio Augusto Faria Jefersson Alex dos Santos Anderson Rocha 0001 Ricardo da Silva Torres Automatic Classifier Fusion for Produce Recognition. 252-259 2012 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2012.42 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2012.42 conf/sibgrapi/2012 db/conf/sibgrapi/sibgrapi2012.html#FariaSRT12

Jefersson A. dos Santos Cristiano D. Ferreira Ricardo da Silva Torres Marcos André Gonçalves Rubens A. C. Lamparelli A relevance feedback method based on genetic programming for classification of remote sensing images. 2671-2684 2011 181 Inf. Sci. 13 https://doi.org/10.1016/j.ins.2010.02.003 db/journals/isci/isci181.html#SantosFTGL11

Cristiano D. Ferreira Jefersson A. dos Santos Ricardo da Silva Torres Marcos André Gonçalves Rodrigo Carvalho Rezende Weiguo Fan Relevance feedback based on genetic programming for image retrieval. 27-37 2011 32 Pattern Recognit. Lett. 1 https://doi.org/10.1016/j.patrec.2010.05.015 db/journals/prl/prl32.html#FerreiraSTGRF11

Jefersson Alex dos Santos André Tavares da Silva Ricardo da Silva Torres Alexandre X. Falcão Léo Pini Magalhães Rubens A. C. Lamparelli Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming. 300-307 2011 CAIP (2) https://doi.org/10.1007/978-3-642-23678-5_35 conf/caip/2011-2 db/conf/caip/caip2011-2.html#SantosSTFML11 Carla Geovana N. Macário Jefersson Alex dos Santos Claudia Bauzer Medeiros Ricardo da Silva Torres Annotating data to support decision-making: a case study. 2010 GIR https://doi.org/10.1145/1722080.1722106 conf/gir/2010 db/conf/gir/gir2010.html#MacarioSMT10 Jefersson Alex dos Santos Fábio Augusto Faria Rodrigo Tripodi Calumby Ricardo da Silva Torres Rubens A. C. Lamparelli A Genetic Programming approach for coffee crop recognition. 3418-3421 2010 conf/igarss/2010 IGARSS https://doi.org/10.1109/IGARSS.2010.5650273 db/conf/igarss/igarss2010.html#SantosFCTL10 Jefersson Alex dos Santos Otávio Augusto Bizetto Penatti Ricardo da Silva Torres Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification. 203-208 2010 VISAPP (2) conf/visapp/2010-2 db/conf/visapp/visapp2010-2.html#SantosPT10 Jefersson Alex dos Santos Cristiano D. Ferreira Ricardo da Silva Torres A Genetic Programming Approach for Relevance Feedback in Region-Based Image Retrieval Systems. 155-162 2008 SIBGRAPI https://doi.org/10.1109/SIBGRAPI.2008.15 https://doi.ieeecomputersociety.org/10.1109/SIBGRAPI.2008.15 conf/sibgrapi/2008 db/conf/sibgrapi/sibgrapi2008.html#SantosFT08 Juan Felipe Hernandez Albarracin Bruna Alberton Carlos Alfaro 0002 Alexandre E. Almeida Jurandy Almeida Mário S. AlvimMário Sérgio Alvim Camila Costa de Amorim Daniel Andrade Edemir Ferreira de Andrade Jr.Edemir Ferreira João F. G. AntunesJoão Francisco Gonçalves Antunes Antônio L. Apolinário Jr.Antônio Lopes Apolinário Marcus Poggi de AragãoMarcus Poggi Arnaldo de Albuquerque Araújo Claudio Saliba de Avelar Sandra Eliza Fontes de AvilaSandra Avila Rafael Baeta Remis Balaniuk Luca Baroffio Artur Barros Pedro H. Barros Leonardo Vidal Batista Fabrício Benevenuto Paolo Bestagini Luca Bondi Gustavo Bonil Bruno D. Borges François Brémond Matheus Brito Carlos Antônio Caetano Jr.Carlos Caetano Rodrigo Tripodi Calumby Leonardo Cancian Gil Carvalho Thiago M. Carvalho Jocelyn Chanussot Thamiris Coelho Sabrina P. L. P. Correa Filipe Costa Alexandre Camargo Coutinho Cosimo Distante Dalton Dittz Ícaro C. Dourado Agnaldo Aparecido Esmael Júlio C. D. M. EsquerdoJúlio César Dalla Mora Esquerdo Samuel G. Fadel Alexandre X. FalcãoAlexandre Xavier Falcão Weiguo Fan Fábio Augusto Faria Lucas Costa de Faria Gabriel de S. Fedel Raul Queiroz Feitosa Siovani Cintra Felipussi Alef Iury Siqueira Ferreira Anselmo Ferreira Cristiano D. Ferreira Flavio Figueiredo Marcelo Luis Rodrigues Filho Leila M. G. FonsecaLeila Maria Garcia Fonseca Pablo Fonseca Danielle Elis Garcia Furuya Pedro H. T. GamaPedro Henrique Targino Gama Caroline Gevaert Felipe David Georges Gomes Marcos André Gonçalves Wesley Nunes Gonçalves João Medrado Gondim Philippe Henri GosselinPhilippe-Henri Gosselin Frederico G. Guimarães Silvio Jamil Ferzoli Guimarães Ronny Hänsch Stine Hansen Makoto Hasegawa Simone Tiemi Hashiguti Marina Hirota Jiwu Huang José Marcato Junior Pedro Ribeiro Mendes Júnior Roberto Marcondes Cesar JuniorRoberto M. Cesar Jr.Roberto M. Cesar Michael Kampffmeyer Rubens A. C. Lamparelli Camila Laranjeira Lin Li Lin Tzy Li Veraldo Liesenberg Sylvain Lobry Carla Geovana N. Macário João Macedo Alexei M. C. MachadoAlexei Manso Corrêa Machado Gabriel L. S. Machado Léo Pini Magalhães Helena Almeida MaiaHelena de Almeida Maia Guerric le Maire Diego Marcos João Deltregia Martinelli Jorge Andres Chamorro Martinez José Augusto Correa Martins Claudia Bauzer Medeiros Matheus C. de Melo Victor C. de MeloVictor Hugo Cunha de Melo Júlia F. de MendonçaJúlia Fernandes de Mendonça Nathalia Menini David Menotti Fabio Miranda 0004 Waner O. Miranda Bruno Augusto Alemão Monteiro Diego A. B. Moreira Gladston J. P. Moreira Mariane Moreira Leonor Patricia C. MorellatoLeonor Patricia Cerdeira Morellato Virgínia Fernandes Mota Javier A. V. Muñoz Mauro Dalla Mura Rodrigo NakamuraRodrigo Y. M. Nakamura João J. de Macedo Neto Keiller Nogueira Ian Monteiro NunesIan Nunes Bruno Oliveira Hugo N. Oliveira 0001Hugo Neves de Oliveira Paulo Tarso Sanches de Oliveira Rafael S. Oliveira Lucas Prado Osco João Paulo PapaJoão P. Papa Hélio Pedrini Daniel C. G. PedronetteDaniel Carlos Guimarães Pedronette Otávio A. B. PenattiOtávio Augusto Bizetto Penatti Érico Marco D. A. Pereira Luís A. M. Pereira Luiz Pereira Matheus Barros Pereira Ramon F. Pessoa Caio Petrucci Sylvie Philipp-Foliguet Mayara Maezano Faita Pinheiro Arthur B. A. Pinto Jonathan Prexl Fabiane Queiroz Ana Paula Marques Ramos Heitor S. Ramos Thaís Gaudencio do Rêgo Julio C. S. Reis Pedro Jussieu de Rezende Rodrigo Carvalho Rezende Leo Sampaio Ferraz Ribeiro Anderson Rocha 0001 Cristiano N. Rodrigues Ribana Roscher Marc Rußwurm Priscila T. M. Saito Felipe Crispim da Rocha Salvagnini Cleverton Tiago Carneiro de Santana Diego Sant'AnaDiego André Sant'Ana Tiago M. H. C. Santana Andrey Bicalho Santos Andreza A. dos SantosAndreza Aparecida dos Santos Gabriel Oliveira dos Santos Haroldo G. SantosHaroldo Gambini Santos Lilian Chaves Brandao dos Santos Reginaldo J. Santos Sudeep Sarkar Sérgio Scalzo Mariana Albuquerque Reynaud Schaefer William Robson Schwartz Jessica Sena Mauren Louise SguarioMauren Louise Sguario Coelho de Andrade André Tavares da Silva Caio C. V. da Silva Jhessica Silva Mateus Pinto da Silva Nádia Félix F. da Silva Thiago S. F. Silva Gilson Junior Soares Anderson Paulino Souza Maria Clara Starling Salvatore Tabbone Eduardo A. Tavares Sandro Luiz Jailson Lopes Tinôco Ricardo da Silva Torres Stefano Tubaro Devis Tuia Maria Vakalopoulou Pedro H. V. Valois John E. Vargas John E. Vargas-Munoz Adriano VelosoAdriano Alonso Veloso Marcos Vendramini Lucas Vieira Rafael de Oliveira Werneck Xin-She Yang 0001 Pedro Zamboni