R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding.

R. Manmatha Raghavan Manmatha University of Massachusetts Amherst, USA http://ciir.cs.umass.edu/~manmatha/ https://orcid.org/0000-0003-2315-8583 Joonhyung Park Peng Tang Sagnik Das Srikar Appalaraju Kunwar Yashraj Singh R. Manmatha Shabnam Ghadar R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding. 9669-9685 2025 ACL (Findings) https://aclanthology.org/2025.findings-acl.501/ conf/acl/2025f db/conf/acl/acl2025f.html#ParkTDASMG25 Pei Wang Zhaowei Cai Hao Yang 0043 Ashwin Swaminathan R. Manmatha Stefano Soatto Scaling up Image Segmentation across Data and Tasks. 4573-4583 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Wang_Scaling_up_Image_Segmentation_across_Data_and_Tasks_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00431 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#WangCYSMS25

Joonhyung Park Peng Tang Sagnik Das Srikar Appalaraju Kunwar Yashraj Singh R. Manmatha Shabnam Ghadar R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding. 2025 July abs/2507.05673 CoRR https://doi.org/10.48550/arXiv.2507.05673 db/journals/corr/corr2507.html#abs-2507-05673 streams/journals/corr

Yi Zhu 0001 Zhongyue Zhang Chongruo Wu Zhi Zhang 0005 Tong He 0002 Hang Zhang 0005 R. Manmatha Mu Li 0003 Alexander J. Smola Improving Semantic Segmentation via Efficient Self-Training. 1589-1602 2024 March 46 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2021.3138337 db/journals/pami/pami46.html#ZhuZWZHZMLS24

Srikar Appalaraju Peng Tang Qi Dong Nishant Sankaran Yichu Zhou R. Manmatha DocFormerv2: Local Features for Document Understanding. 709-718 2024 AAAI https://doi.org/10.1609/aaai.v38i2.27828 conf/aaai/2024 db/conf/aaai/aaai2024.html#AppalarajuTDSZM24 Tianyang Zhao 0004 Kunwar Yashraj Singh Srikar Appalaraju Peng Tang Vijay Mahadevan R. Manmatha Ying Nian Wu No Head Left Behind - Multi-Head Alignment Distillation for Transformers. 7514-7524 2024 AAAI https://doi.org/10.1609/aaai.v38i7.28583 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhaoSATMMW24 Hao Li Yang Zou Ying Wang Orchid Majumder Yusheng Xie R. Manmatha Ashwin Swaminathan Zhuowen Tu Stefano Ermon Stefano Soatto On the Scalability of Diffusion-based Text-to-Image Generation. 9400-9409 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00898 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#LiZWMXMSTES24 Ofir Abramovich Niv Nayman Sharon Fogel Inbal Lavi Ron Litman Shahar Tsiper Royee Tichauer Srikar Appalaraju Shai Mazor R. Manmatha VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding. 241-259 2024 ECCV (8) https://doi.org/10.1007/978-3-031-73242-3_14 conf/eccv/2024-8 db/conf/eccv/eccv2024-8.html#AbramovichNFLLTTAMM24 streams/conf/eccv Sungnyun Kim Haofu Liao Srikar Appalaraju Peng Tang Zhuowen Tu Ravi Kumar Satzoda R. Manmatha Vijay Mahadevan Stefano Soatto DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models. 3167-3193 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.185 https://aclanthology.org/2024.emnlp-main.185 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#KimLATTSMMS24 Ajoy Mondal Vijay Mahadevan R. Manmatha C. V. Jawahar ICDAR 2024 Competition on Recognition and VQA on Handwritten Documents. 426-442 2024 ICDAR (6) https://doi.org/10.1007/978-3-031-70552-6_26 conf/icdar/2024-6 db/conf/icdar/icdar2024-6.html#MondalMMJ24 streams/conf/icdar Peng Tang Srikar Appalaraju R. Manmatha Yusheng Xie Vijay Mahadevan Multiple-Question Multiple-Answer Text-VQA. 73-88 2024 NAACL (Industry Track) https://doi.org/10.18653/v1/2024.naacl-industry.7 conf/naacl/2024-6 db/conf/naacl/naacl2024-6.html#TangAMXM24 streams/conf/naacl Peng Tang Pengkai Zhu Tian Li Srikar Appalaraju Vijay Mahadevan R. Manmatha DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models. 116-131 2024 NAACL-HLT (Findings) https://doi.org/10.18653/v1/2024.findings-naacl.9 conf/naacl/2024f db/conf/naacl/naacl2024f.html#TangZLAMM24 streams/conf/naacl

Hao Li Yang Zou Ying Wang Orchid Majumder Yusheng Xie R. Manmatha Ashwin Swaminathan Zhuowen Tu Stefano Ermon Stefano Soatto On the Scalability of Diffusion-based Text-to-Image Generation. 2024 abs/2404.02883 CoRR https://doi.org/10.48550/arXiv.2404.02883 db/journals/corr/corr2404.html#abs-2404-02883

Pei Wang Zhaowei Cai Hao Yang 0043 Ashwin Swaminathan R. Manmatha Stefano Soatto Mixed-Query Transformer: A Unified Image Segmentation Architecture. 2024 abs/2404.04469 CoRR https://doi.org/10.48550/arXiv.2404.04469 db/journals/corr/corr2404.html#abs-2404-04469

Ofir Abramovich Niv Nayman Sharon Fogel Inbal Lavi Ron Litman Shahar Tsiper Royee Tichauer Srikar Appalaraju Shai Mazor R. Manmatha VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding. 2024 abs/2407.12594 CoRR https://doi.org/10.48550/arXiv.2407.12594 db/journals/corr/corr2407.html#abs-2407-12594 streams/journals/corr

Chaofan Tao Gukyeong Kwon Varad Gunjal Hao Yang 0043 Zhaowei Cai Yonatan Dukler Ashwin Swaminathan R. Manmatha Colin J. Taylor Stefano Soatto NAVERO: Unlocking Fine-Grained Semantics for Video-Language Compositionality. 2024 abs/2408.09511 CoRR https://doi.org/10.48550/arXiv.2408.09511 db/journals/corr/corr2408.html#abs-2408-09511 streams/journals/corr

Sungnyun Kim Haofu Liao Srikar Appalaraju Peng Tang Zhuowen Tu Ravi Kumar Satzoda R. Manmatha Vijay Mahadevan Stefano Soatto DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models. 2024 abs/2410.03061 CoRR https://doi.org/10.48550/arXiv.2410.03061 db/journals/corr/corr2410.html#abs-2410-03061 streams/journals/corr

Hao Li Shamit Lal Zhiheng Li Yusheng Xie Ying Wang Yang Zou Orchid Majumder R. Manmatha Zhuowen Tu Stefano Ermon Stefano Soatto Ashwin Swaminathan Efficient Scaling of Diffusion Transformers for Text-to-Image Generation. 2024 abs/2412.12391 CoRR https://doi.org/10.48550/arXiv.2412.12391 db/journals/corr/corr2412.html#abs-2412-12391 streams/journals/corr

Jiang Liu Hui Ding Zhaowei Cai Yuting Zhang Ravi Kumar Satzoda Vijay Mahadevan R. Manmatha PolyFormer: Referring Image Segmentation as Sequential Polygon Generation. 18653-18663 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01789 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#LiuDCZSMM23 Haofu Liao Aruni RoyChowdhury Weijian Li Ankan Bansal Yuting Zhang Zhuowen Tu Ravi Kumar Satzoda R. Manmatha Vijay Mahadevan DocTr: Document Transformer for Structured Information Extraction in Documents. 19527-19537 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01794 conf/iccv/2023 db/conf/iccv/iccv2023.html#LiaoRLBZTSMM23

Yash Patel Yusheng Xie Yi Zhu 0001 Srikar Appalaraju R. Manmatha SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation. 2023 abs/2302.03432 CoRR https://doi.org/10.48550/arXiv.2302.03432 db/journals/corr/corr2302.html#abs-2302-03432

Jiang Liu Hui Ding Zhaowei Cai Yuting Zhang Ravi Kumar Satzoda Vijay Mahadevan R. Manmatha PolyFormer: Referring Image Segmentation as Sequential Polygon Generation. 2023 abs/2302.07387 CoRR https://doi.org/10.48550/arXiv.2302.07387 db/journals/corr/corr2302.html#abs-2302-07387

Srikar Appalaraju Peng Tang Qi Dong Nishant Sankaran Yichu Zhou R. Manmatha DocFormerv2: Local Features for Document Understanding. 2023 abs/2306.01733 CoRR https://doi.org/10.48550/arXiv.2306.01733 db/journals/corr/corr2306.html#abs-2306-01733

Haofu Liao Aruni RoyChowdhury Weijian Li Ankan Bansal Yuting Zhang Zhuowen Tu Ravi Kumar Satzoda R. Manmatha Vijay Mahadevan DocTr: Document Transformer for Structured Information Extraction in Documents. 2023 abs/2307.07929 CoRR https://doi.org/10.48550/arXiv.2307.07929 db/journals/corr/corr2307.html#abs-2307-07929

Peng Tang Srikar Appalaraju R. Manmatha Yusheng Xie Vijay Mahadevan Multiple-Question Multiple-Answer Text-VQA. 2023 abs/2311.08622 CoRR https://doi.org/10.48550/arXiv.2311.08622 db/journals/corr/corr2311.html#abs-2311-08622

Peng Tang Pengkai Zhu Tian Li Srikar Appalaraju Vijay Mahadevan R. Manmatha DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models. 2023 abs/2311.08623 CoRR https://doi.org/10.48550/arXiv.2311.08623 db/journals/corr/corr2311.html#abs-2311-08623

Hang Zhang 0005 Chongruo Wu Zhongyue Zhang Yi Zhu 0001 Haibin Lin Zhi Zhang 0005 Yue Sun Tong He 0002 Jonas Mueller 0001 R. Manmatha Mu Li 0003 Alexander J. Smola ResNeSt: Split-Attention Networks. 2735-2745 2022 CVPR Workshops https://doi.org/10.1109/CVPRW56347.2022.00309 conf/cvpr/2022w db/conf/cvpr/cvpr2022w.html#0005WZZLZSHMMLS22 Yair Kittenplon Inbal Lavi Sharon Fogel Yarin Bar R. Manmatha Pietro Perona Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer. 4594-4603 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00456 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#KittenplonLFBMP22 Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha LaTr: Layout-Aware Transformer for Scene-Text VQA. 16527-16537 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01605 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#BitenLXAM22 Chih-Hui Ho Srikar Appalaraju Bhavan Jasani R. Manmatha Nuno Vasconcelos YORO - Lightweight End to End Visual Grounding. 3-23 2022 ECCV Workshops (8) https://doi.org/10.1007/978-3-031-25085-9_1 conf/eccv/2022-w8 db/conf/eccv/eccv2022-w8.html#HoAJMV22 Roi Ronen Shahar Tsiper Oron Anschel Inbal Lavi Amir Markovitz R. Manmatha GLASS: Global to Local Attention for Scene-Text Spotting. 249-266 2022 ECCV (28) https://doi.org/10.1007/978-3-031-19815-1_15 conf/eccv/2022-28 db/conf/eccv/eccv2022-28.html#RonenTALMM22 Ron Slossberg Oron Anschel Amir Markovitz Ron Litman Aviad Aberdam Shahar Tsiper Shai Mazor Jon Wu R. Manmatha On Calibration of Scene-Text Recognition Models. 263-279 2022 ECCV Workshops (4) https://doi.org/10.1007/978-3-031-25069-9_18 conf/eccv/2022-w4 db/conf/eccv/eccv2022-w4.html#SlossbergAMLATMWM22

Yair Kittenplon Inbal Lavi Sharon Fogel Yarin Bar R. Manmatha Pietro Perona Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer. 2022 abs/2202.05508 CoRR https://arxiv.org/abs/2202.05508 db/journals/corr/corr2202.html#abs-2202-05508

Roi Ronen Shahar Tsiper Oron Anschel Inbal Lavi Amir Markovitz R. Manmatha GLASS: Global to Local Attention for Scene-Text Spotting. 2022 abs/2208.03364 CoRR https://doi.org/10.48550/arXiv.2208.03364 db/journals/corr/corr2208.html#abs-2208-03364

Chih-Hui Ho Srikar Appalaraju Bhavan Jasani R. Manmatha Nuno Vasconcelos YORO - Lightweight End to End Visual Grounding. 2022 abs/2211.07912 CoRR https://doi.org/10.48550/arXiv.2211.07912 db/journals/corr/corr2211.html#abs-2211-07912

Aviad Aberdam Ron Litman Shahar Tsiper Oron Anschel Ron Slossberg Shai Mazor R. Manmatha Pietro Perona Sequence-to-Sequence Contrastive Learning for Text Recognition. 15302-15312 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Aberdam_Sequence-to-Sequence_Contrastive_Learning_for_Text_Recognition_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01505 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#AberdamLTASMMP21 Srikar Appalaraju Bhavan Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha DocFormer: End-to-End Transformer for Document Understanding. 973-983 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00103 conf/iccv/2021 db/conf/iccv/iccv2021.html#AppalarajuJKXM21 Yash Patel Srikar Appalaraju R. Manmatha Saliency Driven Perceptual Image Compression. 227-236 2021 WACV https://doi.org/10.1109/WACV48630.2021.00027 conf/wacv/2021 db/conf/wacv/wacv2021.html#PatelAM21

Srikar Appalaraju Bhavan Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha DocFormer: End-to-End Transformer for Document Understanding. 2021 abs/2106.11539 CoRR https://arxiv.org/abs/2106.11539 db/journals/corr/corr2106.html#abs-2106-11539

Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha LaTr: Layout-Aware Transformer for Scene-Text VQA. 2021 abs/2112.12494 CoRR https://arxiv.org/abs/2112.12494 db/journals/corr/corr2112.html#abs-2112-12494

Ron Litman Oron Anschel Shahar Tsiper Roee Litman Shai Mazor R. Manmatha SCATTER: Selective Context Attentional Scene Text Recognizer. 11959-11969 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Litman_SCATTER_Selective_Context_Attentional_Scene_Text_Recognizer_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.01198 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#LitmanATLMM20

Yash Patel Srikar Appalaraju R. Manmatha Hierarchical Auto-Regressive Model for Image Compression Incorporating Object Saliency and a Deep Perceptual Loss. 2020 abs/2002.04988 CoRR https://arxiv.org/abs/2002.04988 db/journals/corr/corr2002.html#abs-2002-04988

Ron Litman Oron Anschel Shahar Tsiper Roee Litman Shai Mazor R. Manmatha SCATTER: Selective Context Attentional Scene Text Recognizer. 2020 abs/2003.11288 CoRR https://arxiv.org/abs/2003.11288 db/journals/corr/corr2003.html#abs-2003-11288

Hang Zhang 0005 Chongruo Wu Zhongyue Zhang Yi Zhu 0001 Zhi Zhang 0005 Haibin Lin Yue Sun Tong He 0002 Jonas Mueller 0001 R. Manmatha Mu Li 0003 Alexander J. Smola ResNeSt: Split-Attention Networks. 2020 abs/2004.08955 CoRR https://arxiv.org/abs/2004.08955 db/journals/corr/corr2004.html#abs-2004-08955

Yi Zhu 0001 Zhongyue Zhang Chongruo Wu Zhi Zhang 0005 Tong He 0002 Hang Zhang 0005 R. Manmatha Mu Li 0003 Alexander J. Smola Improving Semantic Segmentation via Self-Training. 2020 abs/2004.14960 CoRR https://arxiv.org/abs/2004.14960 db/journals/corr/corr2004.html#abs-2004-14960

Minesh Mathew Dimosthenis Karatzas R. Manmatha C. V. Jawahar DocVQA: A Dataset for VQA on Document Images. 2020 abs/2007.00398 CoRR https://arxiv.org/abs/2007.00398 db/journals/corr/corr2007.html#abs-2007-00398

Minesh Mathew Rubèn Tito Dimosthenis Karatzas R. Manmatha C. V. Jawahar Document Visual Question Answering Challenge 2020. 2020 abs/2008.08899 CoRR https://arxiv.org/abs/2008.08899 db/journals/corr/corr2008.html#abs-2008-08899

Yi Zhu 0001 Xinyu Li 0003 Chunhui Liu 0002 Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi Zhang 0005 Joseph Tighe R. Manmatha Mu Li 0003 A Comprehensive Study of Deep Video Action Recognition. 2020 abs/2012.06567 CoRR https://arxiv.org/abs/2012.06567 db/journals/corr/corr2012.html#abs-2012-06567

Aviad Aberdam Ron Litman Shahar Tsiper Oron Anschel Ron Slossberg Shai Mazor R. Manmatha Pietro Perona Sequence-to-Sequence Contrastive Learning for Text Recognition. 2020 abs/2012.10873 CoRR https://arxiv.org/abs/2012.10873 db/journals/corr/corr2012.html#abs-2012-10873

Ron Slossberg Oron Anschel Amir Markovitz Ron Litman Aviad Aberdam Shahar Tsiper Shai Mazor Jon Wu R. Manmatha On Calibration of Scene-Text Recognition Models. 2020 abs/2012.12643 CoRR https://arxiv.org/abs/2012.12643 db/journals/corr/corr2012.html#abs-2012-12643

Ismet Zeki Yalniz R. Manmatha Dependence Models for Searching Text in Document Images. 49-63 2019 41 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2017.2780108 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2017.2780108 https://www.wikidata.org/entity/Q89498081 db/journals/pami/pami41.html#YalnizM19

Son Tran Ming Du Sampath Chanda R. Manmatha Cj Taylor Searching for Apparel Products from Images in the Wild. 2019 abs/1907.02244 CoRR http://arxiv.org/abs/1907.02244 db/journals/corr/corr1907.html#abs-1907-02244

Yash Patel Srikar Appalaraju R. Manmatha Deep Perceptual Compression. 2019 abs/1907.08310 CoRR http://arxiv.org/abs/1907.08310 db/journals/corr/corr1907.html#abs-1907-08310

Yash Patel Srikar Appalaraju R. Manmatha Human Perceptual Evaluations for Image Compression. 2019 abs/1908.04187 CoRR http://arxiv.org/abs/1908.04187 db/journals/corr/corr1908.html#abs-1908-04187

Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alexander J. Smola Philipp Krähenbühl Compressed Video Action Recognition. 6026-6035 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Wu_Compressed_Video_Action_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00631 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00631 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#WuZHMSK18 R. Manmatha Chao-Yuan Wu Alexander J. Smola Philipp Krähenbühl Sampling Matters in Deep Embedding Learning. 2859-2867 2017 ICCV https://doi.org/10.1109/ICCV.2017.309 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.309 conf/iccv/2017 db/conf/iccv/iccv2017.html#ManmathaWSK17

Chao-Yuan Wu R. Manmatha Alexander J. Smola Philipp Krähenbühl Sampling Matters in Deep Embedding Learning. 2017 abs/1706.07567 CoRR http://arxiv.org/abs/1706.07567 db/journals/corr/corr1706.html#WuMSK17

Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alexander J. Smola Philipp Krähenbühl Compressed Video Action Recognition. 2017 abs/1712.00636 CoRR http://arxiv.org/abs/1712.00636 db/journals/corr/corr1712.html#abs-1712-00636

Venkatesh N. Murthy Vivek K. Singh 0002 Terrence Chen R. Manmatha Dorin Comaniciu Deep Decision Network for Multi-class Image Classification. 2240-2248 2016 CVPR https://doi.org/10.1109/CVPR.2016.246 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.246 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#MurthySCMC16 Ismet Zeki Yalniz Douglas Gray 0001 R. Manmatha Efficient Exploration of Text Regions in Natural Scene Images Using Adaptive Image Sampling. 427-439 2016 ECCV Workshops (1) https://doi.org/10.1007/978-3-319-46604-0_31 conf/eccv/2016w1 db/conf/eccv/eccv2016w1.html#YalnizGM16 Venkatesh N. Murthy Avinash Sharma 0001 Visesh Chari R. Manmatha Image Annotation using Multi-scale Hypergraph Heat Diffusion Framework. 299-303 2016 ICMR https://doi.org/10.1145/2911996.2912055 conf/mir/2016 db/conf/mir/icmr2016.html#MurthySCM16

Martin Halvey Philip J. McParlane Joemon M. Jose Keith van Rijsbergen Stefan M. Rüger R. Manmatha Mohan S. Kankanhalli ICMR 2014: 4th ACM International Conference on Multimedia Retrieval. 10-15 2015 49 SIGIR Forum 1 https://doi.org/10.1145/2795403.2795407 db/journals/sigir/sigir49.html#HalveyMJRRMK15

Venkatesh N. Murthy Subhransu Maji R. Manmatha Automatic Image Annotation using Deep Learning Representations. 603-606 2015 ICMR https://doi.org/10.1145/2671188.2749391 conf/mir/2015 db/conf/mir/icmr2015.html#MurthyMM15

K. Pramod Sankar R. Manmatha C. V. Jawahar Large scale document image retrieval by automatic word annotation. 1-17 2014 17 Int. J. Document Anal. Recognit. 1 https://doi.org/10.1007/s10032-013-0207-2 db/journals/ijdar/ijdar17.html#SankarMJ14

Thomas B. Moeslund Omar Javed Yu-Gang Jiang 0001 R. Manmatha Special issue on Multimedia Event Detection. 1-4 2014 25 Mach. Vis. Appl. 1 https://doi.org/10.1007/s00138-013-0586-x db/journals/mva/mva25.html#MoeslundJJM14

David Fernández Mota R. Manmatha Alicia Fornés Josep Lladós 0001 Sequential Word Spotting in Historical Handwritten Documents. 101-105 2014 Document Analysis Systems https://doi.org/10.1109/DAS.2014.18 https://doi.ieeecomputersociety.org/10.1109/DAS.2014.18 conf/das/2014 db/conf/das/das2014.html#MotaMFL14 Ethem F. Can R. Manmatha Modeling Concept Dependencies for Event Detection. 289 2014 ICMR https://doi.org/10.1145/2578726.2578763 conf/mir/2014 db/conf/mir/icmr2014.html#CanM14 Venkatesh N. Murthy Ethem F. Can R. Manmatha A Hybrid Model for Automatic Image Annotation. 369 2014 ICMR https://doi.org/10.1145/2578726.2578774 conf/mir/2014 db/conf/mir/icmr2014.html#MurthyCM14 Ethem F. Can W. Bruce Croft R. Manmatha Incorporating query-specific feedback into learning-to-rank models. 1035-1038 2014 SIGIR https://doi.org/10.1145/2600428.2609503 conf/sigir/2014 db/conf/sigir/sigir2014.html#CanCM14 Mohan S. Kankanhalli Stefan M. Rüger R. Manmatha Joemon M. Jose Keith van Rijsbergen International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014 ACM ICMR 2014 978-1-4503-2782-4 http://dl.acm.org/citation.cfm?id=2578726 db/conf/mir/icmr2014.html Ethem F. Can Hüseyin Oktay R. Manmatha Predicting retweet count using visual cues. 1481-1484 2013 CIKM https://doi.org/10.1145/2505515.2507824 conf/cikm/2013 db/conf/cikm/cikm2013.html#CanOM13 Ethem F. Can R. Manmatha Formulating Action Recognition as a Ranking Problem. 251-256 2013 CVPR Workshops https://doi.org/10.1109/CVPRW.2013.44 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2013.44 conf/cvpr/2013w db/conf/cvpr/cvprw2013.html#CanM13 David Wemhoener Ismet Zeki Yalniz R. Manmatha Creating an Improved Version Using Noisy OCR from Multiple Editions. 160-164 2013 ICDAR https://doi.org/10.1109/ICDAR.2013.39 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2013.39 conf/icdar/2013 db/conf/icdar/icdar2013.html#WemhoenerYM13 James Allan 0001 Jeff Dalton 0001 John Foley R. Manmatha Venkatesh N. Murthy David Wemhoener Short Text Queries for Video Retrieval Multimedia event Detection at TRECVID 2013. 2013 TRECVID https://www-nlpir.nist.gov/projects/tvpubs/tv13.papers/umass.pdf conf/trecvid/2013 db/conf/trecvid/trecvid2013.html#Allan0FMMW13 Jingen Liu Hui Cheng Omar Javed Qian Yu Ishani Chakraborty Weiyu Zhang Ajay Divakaran Harpreet S. Sawhney James Allan 0001 R. Manmatha John Foley Mubarak Shah Afshin Dehghan Michael Witbrock Jon Curtis Gerald Friedland SRI-Sarnoff AURORA System at TRECVID 2013 Multimedia Event Detection and Recounting. 2013 TRECVID https://www-nlpir.nist.gov/projects/tvpubs/tv13.papers/sriaurora_med_mer.pdf conf/trecvid/2013 db/conf/trecvid/trecvid2013.html#LiuCJYCZDSAMFSD13 Volkmar Frinken Bill Barrett R. Manmatha Volker Märgner Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, HIP@ICDAR 2013, Washington, DC, USA, August 24, 2013 HIP@ICDAR ACM 2013 978-1-4503-2115-0 https://doi.org/10.1145/2501115 db/conf/icdar/hip2013.html

Volkmar Frinken Andreas Fischer 0002 R. Manmatha Horst Bunke A Novel Word Spotting Method Based on Recurrent Neural Networks. 211-224 2012 34 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2011.113 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.113 https://www.wikidata.org/entity/Q51560673 db/journals/pami/pami34.html#FrinkenFMB12

Ismet Zeki Yalniz R. Manmatha An Efficient Framework for Searching Text in Noisy Document Images. 48-52 2012 Document Analysis Systems https://doi.org/10.1109/DAS.2012.18 https://doi.ieeecomputersociety.org/10.1109/DAS.2012.18 conf/das/2012 db/conf/das/das2012.html#YalnizM12 David Fernández Josep Lladós 0001 Alicia Fornés R. Manmatha On Influence of Line Segmentation in Efficient Word Segmentation in Old Manuscripts. 763-768 2012 conf/icfhr/2012 ICFHR https://doi.org/10.1109/ICFHR.2012.247 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2012.247 db/conf/icfhr/icfhr2012.html#FernandezLFM12 Ismet Zeki Yalniz R. Manmatha Finding translations in scanned book collections. 465-474 2012 SIGIR https://doi.org/10.1145/2348283.2348347 conf/sigir/2012 db/conf/sigir/sigir2012.html#YalnizM12 Marc-Allen Cartright Ethem F. Can William Dabney Jeff Dalton 0001 Logan Giorda Kriste Krstovski Xiaoye Wu Ismet Zeki Yalniz James Allan 0001 R. Manmatha David A. Smith A framework for manipulating and searching multiple retrieval types. 1001 2012 SIGIR https://doi.org/10.1145/2348283.2348426 conf/sigir/2012 db/conf/sigir/sigir2012.html#CartrightCDDGKWYAMS12 Hui Cheng Jingen Liu Saad Ali Omar Javed Qian Yu Amir Tamrakar Ajay Divakaran Harpreet S. Sawhney R. Manmatha James Allan 0001 Alexander G. Hauptmann Mubarak Shah Subhabrata Bhattacharya Afshin Dehghan Gerald Friedland Benjamin Elizalde Trevor Darrell Michael Witbrock Jon Curtis SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. 2012 TRECVID https://www-nlpir.nist.gov/projects/tvpubs/tv12.papers/aurora.pdf conf/trecvid/2012 db/conf/trecvid/trecvid2012.html#ChengLAJYTDSMAH12 David A. Smith R. Manmatha James Allan 0001 Mining relational structure from millions of books: position paper. 49-54 2011 BooksOnline https://doi.org/10.1145/2064058.2064069 conf/cikm/2011books db/conf/cikm/books2011.html#SmithMA11 Ismet Zeki Yalniz Ethem F. Can R. Manmatha Partial duplicate detection for large book collections. 469-474 2011 CIKM https://doi.org/10.1145/2063576.2063647 conf/cikm/2011 db/conf/cikm/cikm2011.html#YalnizCM11 Raman Jain Volkmar Frinken C. V. Jawahar Raghavan Manmatha BLSTM Neural Network Based Word Retrieval for Hindi Documents. 83-87 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.26 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.26 conf/icdar/2011 db/conf/icdar/icdar2011.html#JainFJM11 Ismet Zeki Yalniz Raghavan Manmatha A Fast Alignment Scheme for Automatic OCR Evaluation of Books. 754-758 2011 ICDAR https://doi.org/10.1109/ICDAR.2011.157 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2011.157 conf/icdar/2011 db/conf/icdar/icdar2011.html#YalnizM11 Hui Cheng Amir Tamrakar Saad Ali Qian Yu Omar Javed Jingen Liu Ajay Divakaran Harpreet S. Sawhney Alexander G. Hauptmann Mubarak Shah Subhabrata Bhattacharya Michael Witbrock Jon Curtis Gerald Friedland Robert Mertens 0003 Trevor Darrell R. Manmatha James Allan 0001 Team SRI-Sarnoff's AURORA System @ TRECVID 2011. 2011 TRECVID https://www-nlpir.nist.gov/projects/tvpubs/tv11.papers/sri-aurora.pdf conf/trecvid/2011 db/conf/trecvid/trecvid2011.html#ChengTAYJLDSHSB11 Bill Barrett Michael S. Brown R. Manmatha Jake Gehring Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, HIP@ICDAR 2011, Beijing, China, September 16-17, 2011 HIP@ICDAR ACM 2011 978-1-4503-0916-5 https://doi.org/10.1145/2037342 db/conf/icdar/hip2011.html Ainhoa Llorente Raghavan Manmatha Stefan M. Rüger Image retrieval using Markov Random Fields and global image features. 243-250 2010 CIVR https://doi.org/10.1145/1816041.1816078 conf/civr/2010 db/conf/civr/civr2010.html#LlorenteMR10 K. Pramod Sankar C. V. Jawahar Raghavan Manmatha Nearest neighbor based collection OCR. 207-214 2010 Document Analysis Systems https://doi.org/10.1145/1815330.1815357 conf/das/2010 db/conf/das/das2010.html#SankarJM10 Volkmar Frinken Andreas Fischer 0002 Horst Bunke R. Manmatha Adapting BLSTM Neural Network Based Keyword Spotting Trained on Modern Data to Historical Documents. 352-357 2010 ICFHR https://doi.org/10.1109/ICFHR.2010.61 https://doi.ieeecomputersociety.org/10.1109/ICFHR.2010.61 conf/icfhr/2010 db/conf/icfhr/icfhr2010.html#FrinkenFBM10

Nicholas R. Howe Shaolei Feng 0001 R. Manmatha Finding words in alphabet soup: Inference on freeform character recognition for historical scripts. 3338-3347 2009 42 Pattern Recognit. 12 https://doi.org/10.1016/j.patcog.2009.01.012 https://www.wikidata.org/entity/Q56429332 db/journals/pr/pr42.html#HoweFM09

Venkat Rasagna Anand Kumar 0001 C. V. Jawahar Raghavan Manmatha Robust Recognition of Documents by Fusing Results of Word Clusters. 566-570 2009 ICDAR https://doi.org/10.1109/ICDAR.2009.135 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2009.135 conf/icdar/2009 db/conf/icdar/icdar2009.html#RasagnaKJM09 Shaolei Feng 0001 Raghavan Manmatha A discrete direct retrieval model for image and video retrieval. 427-436 2008 CIVR https://doi.org/10.1145/1386352.1386407 conf/civr/2008 db/conf/civr/civr2008.html#FengM08 Tingxin Yan Deepak Ganesan R. Manmatha Distributed image search in camera sensor networks. 155-168 2008 SenSys https://doi.org/10.1145/1460412.1460428 conf/sensys/2008 db/conf/sensys/sensys2008.html#YanGM08 R. Manmatha Document Image Analysis and Recognition. 2008 Wiley Encyclopedia of Computer Science and Engineering https://doi.org/10.1002/9780470050118.ecse667 reference/wiley/2008 db/reference/wiley/wiley2008.html#Manmatha08

Toni M. Rath R. Manmatha Word spotting for historical documents. 139-152 2007 9 Int. J. Document Anal. Recognit. 2-4 https://doi.org/10.1007/s10032-006-0027-8 db/journals/ijdar/ijdar9.html#RathM07

Toni M. Rath R. Manmatha Word spotting for historical documents. 299 2007 9 Int. J. Document Anal. Recognit. 2-4 https://doi.org/10.1007/s10032-006-0035-8 db/journals/ijdar/ijdar9.html#RathM07a

E. Micah Kornfield R. Manmatha James Allan 0001 Further explorations in text alignment with handwritten documents. 39-52 2007 10 Int. J. Document Anal. Recognit. 1 https://doi.org/10.1007/s10032-006-0019-8 db/journals/ijdar/ijdar10.html#KornfieldMA07

Anand Kumar 0001 C. V. Jawahar R. Manmatha Efficient Search in Document Image Collections. 586-595 2007 conf/accv/2007-1 ACCV (1) https://doi.org/10.1007/978-3-540-76386-4_55 db/conf/accv/accv2007-1.html#KumarJM07 Jamie L. Rothfeder R. Manmatha Toni M. Rath Aligning Transcripts to Automatically Segmented Handwritten Manuscripts. 84-95 2006 conf/das/2006 Document Analysis Systems https://doi.org/10.1007/11669487_8 db/conf/das/das2006.html#RothfederMR06 Shaolei Feng 0001 R. Manmatha Andrew McCallum Exploring the Use of Conditional Random Field Models and HMMs for Historical Handwritten Document Recognition. 30-37 2006 conf/dial/2006 DIAL https://doi.org/10.1109/DIAL.2006.19 https://doi.ieeecomputersociety.org/10.1109/DIAL.2006.19 db/conf/dial/dial2006.html#FengMM06 Shaolei Feng 0001 R. Manmatha A hierarchical, HMM-based automatic evaluation of OCR accuracy for a digital library of books. 109-118 2006 conf/jcdl/2006 JCDL https://doi.org/10.1145/1141753.1141776 db/conf/jcdl/jcdl2006.html#FengM06

R. Manmatha Jamie L. Rothfeder A Scale Space Approach for Automatically Segmenting Words from Historical Handwritten Documents. 1212-1225 2005 27 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2005.150 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2005.150 https://www.wikidata.org/entity/Q33222192 db/journals/pami/pami27.html#ManmathaR05

Raghavan Manmatha Stefan M. Rüger Alexander G. Hauptmann Multimedia information retrieval: workshop report. 40-41 2005 39 SIGIR Forum 2 https://doi.org/10.1145/1113343.1113352 db/journals/sigir/sigir39.html#ManmathaRH05

Natasha Mohanty Toni M. Rath Audrey Lee R. Manmatha Learning Shapes for Image Classification and Retrieval. 589-598 2005 conf/civr/2005 CIVR https://doi.org/10.1007/11526346_62 db/conf/civr/civr2005.html#MohantyRLM05 Shih-Fu Chang R. Manmatha Tat-Seng Chua Combining text and audio-visual features in video indexing. 1005-1008 2005 ICASSP (5) https://doi.org/10.1109/ICASSP.2005.1416476 conf/icassp/2005 db/conf/icassp/icassp2005.html#ChangMC05 Shaolei Feng 0001 Raghavan Manmatha Classification Models for Historical Manuscript Recognition. 528-532 2005 conf/icdar/2005 ICDAR https://doi.org/10.1109/ICDAR.2005.73 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2005.73 db/conf/icdar/icdar2005.html#FengM05 Giridharan Iyengar Pinar Duygulu Shaolei Feng 0001 Pavel Ircing Sanjeev Khudanpur Dietrich Klakow M. R. Krause Raghavan Manmatha Harriet J. Nock D. Petkova Brock Pytlik Paola Virga Joint visual-text modeling for automatic retrieval of multimedia documents. 21-30 2005 conf/mm/2005 ACM Multimedia https://doi.org/10.1145/1101149.1101154 https://www.wikidata.org/entity/Q58001637 db/conf/mm/mm2005.html#IyengarDFIKKKMNPPV05 Nicholas R. Howe Toni M. Rath R. Manmatha Boosted decision trees for word recognition in handwritten document retrieval. 377-383 2005 conf/sigir/2005 SIGIR https://doi.org/10.1145/1076034.1076099 db/conf/sigir/sigir2005.html#HoweRM05 Jiwoon Jeon R. Manmatha Using Maximum Entropy for Automatic Image Annotation. 24-32 https://doi.org/10.1007/978-3-540-27814-6_7 2004 conf/civr/2004 CIVR db/conf/civr/civr2004.html#JeonM04 Donald Metzler R. Manmatha An Inference Network Approach to Image Retrieval. 42-50 https://doi.org/10.1007/978-3-540-27814-6_9 2004 conf/civr/2004 CIVR db/conf/civr/civr2004.html#MetzlerM04 Shaolei Feng 0001 Raghavan Manmatha Victor Lavrenko Multiple Bernoulli Relevance Models for Image and Video Annotation. 1002-1009 2004 conf/cvpr/2004 CVPR (2) https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.171 db/conf/cvpr/cvpr2004.html#FengML04 E. Micah Kornfield R. Manmatha James Allan 0001 Text Alignment with Handwritten Documents. 195-211 2004 conf/dial/2004 DIAL https://doi.org/10.1109/DIAL.2004.1263249 https://doi.ieeecomputersociety.org/10.1109/DIAL.2004.1263249 db/conf/dial/dial2004.html#KornfieldMA04 Victor Lavrenko Toni M. Rath R. Manmatha Holistic Word Recognition for Handwritten Historical Documents. 278-287 2004 conf/dial/2004 DIAL https://doi.org/10.1109/DIAL.2004.1263256 https://doi.ieeecomputersociety.org/10.1109/DIAL.2004.1263256 db/conf/dial/dial2004.html#LavrenkoRM04 Victor Lavrenko Shaolei Feng 0001 Raghavan Manmatha Statistical models for automatic video annotation and retrieval. 1044-1047 2004 ICASSP (3) https://doi.org/10.1109/ICASSP.2004.1326727 conf/icassp/2004 db/conf/icassp/icassp2004.html#LavrenkoFM04 Toni M. Rath R. Manmatha Victor Lavrenko A search engine for historical manuscript images. 369-376 2004 conf/sigir/2004 SIGIR https://doi.org/10.1145/1008992.1009056 db/conf/sigir/sigir2004.html#RathML04

James Allan 0001 Jay Aslam Nicholas J. Belkin Chris Buckley James P. Callan W. Bruce Croft Susan T. Dumais Norbert Fuhr Donna Harman David J. Harper Djoerd Hiemstra Thomas Hofmann 0001 Eduard H. Hovy Wessel Kraaij John D. Lafferty Victor Lavrenko David D. Lewis Liz Liddy R. Manmatha Andrew McCallum Jay M. Ponte John M. Prager Dragomir R. Radev Philip Resnik Stephen E. Robertson Ronald Rosenfeld Salim Roukos Mark Sanderson Richard M. Schwartz Amit Singhal 0001 Alan F. Smeaton Howard R. Turtle Ellen M. Voorhees Ralph M. Weischedel Jinxi Xu ChengXiang Zhai Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. 31-47 2003 37 SIGIR Forum 1 https://doi.org/10.1145/945546.945549 https://www.wikidata.org/entity/Q121889597 db/journals/sigir/sigir37.html#AllanABBCCDFHHHHHKLLLLMMPPRRRRRSSSSTVWXZ03

Toni M. Rath R. Manmatha Word Image Matching Using Dynamic Time Warping. 521-527 2003 conf/cvpr/2003 CVPR (2) https://doi.org/10.1109/CVPR.2003.1211511 https://doi.ieeecomputersociety.org/10.1109/CVPR.2003.1211511 db/conf/cvpr/cvpr2003.html#RathM03 Toni M. Rath R. Manmatha Features for Word Spotting in Historical Manuscripts. 218-222 2003 conf/icdar/2003 ICDAR https://doi.org/10.1109/ICDAR.2003.1227662 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2003.1227662 db/conf/icdar/icdar2003.html#RathM03 Katrina M. Hanna Brian Neil Levine R. Manmatha Mobile Distributed Information Retrieval for Highly-Partitioned Networks. 38- 2003 conf/icnp/2003 ICNP https://doi.org/10.1109/ICNP.2003.1249755 https://doi.ieeecomputersociety.org/10.1109/ICNP.2003.1249755 db/conf/icnp/icnp2003.html#HannaLM03 Victor Lavrenko R. Manmatha Jiwoon Jeon A Model for Learning the Semantics of Pictures. 2003 conf/nips/2003 NIPS https://proceedings.neurips.cc/paper/2003/hash/0bf727e907c5fc9d5356f11e4c45d613-Abstract.html http://papers.nips.cc/paper/2474-a-model-for-learning-the-semantics-of-pictures db/conf/nips/nips2003.html#LavrenkoMJ03 553-560 Jiwoon Jeon Victor Lavrenko R. Manmatha Automatic image annotation and retrieval using cross-media relevance models. 119-126 2003 conf/sigir/2003 SIGIR https://doi.org/10.1145/860435.860459 db/conf/sigir/sigir2003.html#JeonLM03 R. Manmatha Ao Feng James Allan 0001 A critical examination of TDT's cost function. 403-404 2002 conf/sigir/2002 SIGIR https://doi.org/10.1145/564376.564465 db/conf/sigir/sigir2002.html#ManmathaFA02 Madirakshi Das R. Manmatha Automatic Segmentation and Indexing in a Database of Bird Images. 351-358 2001 conf/iccv/2001-2 ICCV db/conf/iccv/iccv2001-2.html#DasM01 https://doi.org/10.1109/ICCV.2001.937647 https://doi.ieeecomputersociety.org/10.1109/ICCV.2001.937647 R. Manmatha Toni M. Rath Fangfang Feng Modeling Score Distributions for Combining the Outputs of Search Engines. 267-275 2001 conf/sigir/2001 SIGIR db/conf/sigir/sigir2001.html#ManmathaRF01 https://doi.org/10.1145/383952.384005

Madirakshi Das R. Manmatha Edward M. Riseman Indexing Flower Patent Images Using Domain Knowledge. 24-33 1999 14 IEEE Intell. Syst. 5 db/journals/expert/expert14.html#DasMR99 https://doi.org/10.1109/5254.796084 http://doi.ieeecomputersociety.org/10.1109/5254.796084

Victor Wu R. Manmatha Edward M. Riseman TextFinder: An Automatic System to Detect and Recognize Text In Images. 1224-1229 1999 21 IEEE Trans. Pattern Anal. Mach. Intell. 11 https://doi.org/10.1109/34.809116 http://doi.ieeecomputersociety.org/10.1109/34.809116 db/journals/pami/pami21.html#WuMR99

https://doi.org/10.1145/331403.331412 Rohini K. Srihari Zhongfei Zhang R. Manmatha Chandu Ravela Indexing and Retrieval, SIGIR'99 Workshop Summary. 34-35 1999 33 SIGIR Forum 1 db/journals/sigir/sigir33.html#SrihariZMR99 forum/33-1/P034.pdf

R. Manmatha Nitin Srimal Scale Space Technique for Word Segmentation in Handwritten Documents. 22-33 1999 conf/scalespace/1999 Scale-Space https://doi.org/10.1007/3-540-48236-9_3 db/conf/scalespace/scalespace1999.html#ManmathaS99

https://doi.org/10.1145/305110.305130 Rohini K. Srihari Zhongfei Zhang R. Manmatha Chandu Ravela Multimedia Indexing and Retrieval, Summary Report. 29-30 forum/32-2/P029.pdf 1998 32 SIGIR Forum 2 db/journals/sigir/sigir32.html#SrihariZMR98

Victor Wu Raghavan Manmatha Document image cleanup and binarization. 263- 1998 Document Recognition https://doi.org/10.1117/12.304638 conf/drr/1998 db/conf/drr/dr1998.html#WuM98 Raghavan Manmatha S. Chandu Ravela Y. Chitti Computing local and global similarity in images. 540-551 1998 Human Vision and Electronic Imaging https://doi.org/10.1117/12.320145 conf/hvei/1998 db/conf/hvei/hvei1998.html#ManmathaRC98 Srinivas Ravela R. Manmatha Retrieving Images by Appearance. 608-613 1998 conf/iccv/1998 ICCV db/conf/iccv/iccv1998.html#RavelaM98 https://doi.org/10.1109/ICCV.1998.710780 https://doi.ieeecomputersociety.org/10.1109/ICCV.1998.710780 Srinivas Ravela Raghavan Manmatha On computing global similarity in images. 82-87 1998 WACV https://doi.org/10.1109/ACV.1998.732862 https://doi.ieeecomputersociety.org/10.1109/ACV.1998.732862 conf/wacv/1998 db/conf/wacv/wacv1998.html#RavelaM98 Madirakshi Das Raghavan Manmatha Edward M. Riseman Indexing flowers by color names using domain knowledge-driven segmentation. 94-99 1998 WACV https://doi.org/10.1109/ACV.1998.732864 https://doi.ieeecomputersociety.org/10.1109/ACV.1998.732864 conf/wacv/1998 db/conf/wacv/wacv1998.html#DasMR98 https://doi.org/10.1145/263690.263766 Victor Wu R. Manmatha Edward M. Riseman Finding Text in Images. 3-12 DL1997/P003.pdf 1997 conf/dl/97 ACM DL db/conf/dl/dl97.html#WuMR97 ... ... ... ... ... ... ... ... journals/computer/NagySV92 ... ... journals/computer/PalumboSSSD92 ... ... ... ... journals/ibmrd/WongCW82 Raghavan Manmatha S. Chandu Ravela Syntactic characterization of appearance and its application to image retrieval. 484-495 1997 Human Vision and Electronic Imaging https://doi.org/10.1117/12.274546 conf/hvei/1997 db/conf/hvei/hvei1997.html#ManmathaR97 Srinivas Ravela R. Manmatha Image Retrieval by Appearance. 278-285 1997 conf/sigir/97 SIGIR db/conf/sigir/sigir97.html#RavelaM97 SIGIR1997/P278.pdf https://doi.org/10.1145/258525.258589 R. Manmatha Chengfeng Han Edward M. Riseman Word Spotting: A New Approach to Indexing Handwriting. 631-637 1996 conf/cvpr/1996 CVPR https://doi.org/10.1109/CVPR.1996.517139 https://doi.ieeecomputersociety.org/10.1109/CVPR.1996.517139 db/conf/cvpr/cvpr1996.html#ManmathaHR96 https://doi.org/10.1145/226931.226960 R. Manmatha Chengfeng Han Edward M. Riseman W. Bruce Croft Indexing Handwriting Using Word Matching. 151-159 DL1996/P151.pdf 1996 conf/dl/96 Digital Libraries db/conf/dl/dl96.html#ManmathaHRC96 Srinivas Ravela R. Manmatha Edward M. Riseman Image Retrieval Using Scale-Space Matching. 273-282 1996 conf/eccv/1996-1 ECCV (1) db/conf/eccv/eccv1996-1.html#RavelaMR96 https://doi.org/10.1007/BFb0015543 R. Manmatha A framework for recovering affine transforms using points, lines or image brightnesses. 141-146 1994 CVPR https://doi.org/10.1109/CVPR.1994.323821 conf/cvpr/1994 db/conf/cvpr/cvpr1994.html#Manmatha94 R. Manmatha Measuring the Affine Transform Using Gaussian Filters. 159-164 1994 conf/eccv/1994-2 ECCV (2) db/conf/eccv/eccv1994-2.html#Manmatha94 https://doi.org/10.1007/BFb0028346 Raghavan Manmatha John Oliensis Extracting affine deformations from image patches. I. Finding scale and rotation. 754-755 1993 CVPR https://doi.org/10.1109/CVPR.1993.341158 conf/cvpr/1993 db/conf/cvpr/cvpr1993.html#ManmathaO93 Rabindranath Dutta R. Manmatha Lance R. Williams Edward M. Riseman A data set for quantitative motion analysis. 159-164 1989 CVPR https://doi.org/10.1109/CVPR.1989.37844 conf/cvpr/1989 db/conf/cvpr/cvpr1989.html#DuttaMWR89 Aviad Aberdam Ofir Abramovich Saad Ali James Allan 0001 Oron Anschel Srikar Appalaraju Javed A. AslamJay Aslam Ankan Bansal Yarin Bar Bill Barrett Nicholas J. Belkin Subhabrata Bhattacharya Ali Furkan Biten Michael S. Brown Chris Buckley Horst Bunke Zhaowei Cai Jamie CallanJames P. Callan Ethem F. Can Marc-Allen Cartright Ishani Chakraborty Sampath Chanda Shih-Fu Chang Visesh Chari Terrence Chen Hui Cheng Y. Chitti Aruni Roy ChowdhuryAruni RoyChowdhury Tat-Seng Chua Dorin Comaniciu W. Bruce Croft Jon Curtis William Dabney Jeff Dalton 0001 Trevor Darrell Madirakshi Das Sagnik Das Afshin Dehghan Hui Ding Ajay Divakaran Qi Dong Ming Du Yonatan Dukler Susan T. Dumais Rabindranath Dutta Pinar Duygulu Benjamin Elizalde Stefano Ermon Ao Feng Fangfang Feng Shaolei Feng 0001 David Fernández Andreas Fischer 0002 Sharon Fogel John Foley Alicia Fornés Gerald Friedland Volkmar Frinken Norbert Fuhr Deepak Ganesan Jake Gehring Shabnam Ghadar Logan Giorda Douglas Gray 0001 Varad Gunjal Martin Halvey Chengfeng Han Katrina M. Hanna Donna K. HarmanDonna Harman David J. Harper Alex Hauptmann 0001Alexander G. Hauptmann Tong He 0002 Djoerd Hiemstra Chih-Hui Ho Thomas Hofmann 0001 Eduard H. Hovy Nicholas R. Howe Hexiang Hu Pavel Ircing Giridharan Iyengar Raman Jain Bhavan Jasani Omar Javed C. V. Jawahar Jiwoon Jeon Yu-Gang Jiang 0001 Audrey St. JohnAudrey Lee Joemon M. Jose Mohan KankanhalliMohan S. Kankanhalli Dimosthenis Karatzas Sanjeev Khudanpur Sungnyun Kim Yair Kittenplon Dietrich Klakow E. Micah Kornfield Bhargava Urala Kota Wessel Kraaij Philipp Krähenbühl M. R. Krause Kriste Krstovski Anand Kumar 0001 Gukyeong Kwon John D. Lafferty Shamit Lal Inbal Lavi Victor Lavrenko Brian Neil Levine David D. Lewis Hao Li Mu Li 0003 Tian Li Weijian Li Xinyu Li 0003 Zhiheng Li Haofu Liao Elizabeth D. LiddyLiz Liddy Haibin Lin Roee Litman Ron Litman Chunhui Liu 0002 Jiang Liu Jingen Liu Josep Lladós 0001 Ainhoa Llorente Vijay Mahadevan Subhransu Maji Orchid Majumder Volker Märgner Amir Markovitz Minesh Mathew Shai Mazor Andrew McCallum Philip J. McParlane Robert Mertens 0003 Donald Metzler Thomas B. Moeslund Natasha Mohanty Ajoy Mondal David Fernández Mota Jonas Mueller 0001 Venkatesh N. Murthy Niv Nayman Harriet J. Nock Hüseyin Oktay John Oliensis Joonhyung Park Yash Patel Pietro Perona D. Petkova Jay M. Ponte John M. Prager Brock Pytlik Dragomir R. Radev Venkat Rasagna Toni M. Rath S. Chandu RavelaChandu RavelaSrinivas Ravela Philip Resnik C. J. van RijsbergenKeith van Rijsbergen Edward M. Riseman Stephen E. Robertson Roi Ronen Ronald Rosenfeld Jamie L. Rothfeder Salim Roukos Stefan M. Rüger Mark Sanderson K. Pramod Sankar Nishant Sankaran Ravi Kumar Satzoda Harpreet S. Sawhney Richard M. Schwartz Mubarak Shah Avinash Sharma 0001 Kunwar Yashraj Singh Vivek K. Singh 0002 Amit Singhal 0001 Ron Slossberg Alan F. Smeaton David A. Smith Alexander J. Smola Stefano Soatto Rohini K. Srihari Nitin Srimal Yue Sun Ashwin Swaminathan Amir Tamrakar Peng Tang Chaofan Tao Cj Taylor Colin J. Taylor Royee Tichauer Joseph Tighe Rubèn Tito Son Tran Shahar Tsiper Zhuowen Tu Howard R. Turtle Nuno Vasconcelos Paola Virga Ellen M. Voorhees Pei Wang Ying Wang Ralph M. Weischedel David Wemhoener Lance R. Williams Michael Witbrock Chao-Yuan Wu Chongruo Wu Jon Wu Victor Wu Xiaoye Wu Ying Nian Wu Yusheng Xie Yuanjun Xiong Jinxi Xu Ismet Zeki Yalniz Tingxin Yan Hao Yang 0043 Qian Yu Manzil Zaheer ChengXiang Zhai Hang Zhang 0005 Weiyu Zhang Yuting Zhang Zhi Zhang 0005 Zhongfei Zhang Zhongyue Zhang Tianyang Zhao 0004 Yichu Zhou Pengkai Zhu Yi Zhu 0001 Mohammadreza Zolfaghari Yang Zou