SpinVision: An end-to-end volleyball spin estimation with Siamese-based deep classification.

Pratibha Kumari 0001 University of Regensburg, Faculty of Informatics and Data Science, Regensburg, Germany Indian Institute of Technology Ropar, Ropar, India https://orcid.org/0000-0003-3681-3700 https://scholar.google.com/citations?user=gm0ORicAAAAJ https://dl.acm.org/profile/99659897498 https://ieeexplore.ieee.org/author/37086638337 https://www.linkedin.com/in/pratibha-kumari-06a866b1/ Pratibha Kumari Pratibha Kumari 0002 Eidgenössische Technische Hochschule Zürich, Zurich, Switzerland https://orcid.org/0000-0002-6696-9514 Pratibha Kumari 0003 University of North Texas Health Science Center, Fort Worth, TX, USA https://orcid.org/0000-0002-7240-4288 https://www.wikidata.org/entity/Q91849088 Pratibha Kumari 0004 Synopsys, Ottawa, Canada

Shreya Bansal Anterpreet Kaur Bedi Pratibha Kumari 0001 Rishi Kumar Soni Narayanan C. Krishnan Mukesh Saini SpinVision: An end-to-end volleyball spin estimation with Siamese-based deep classification. 104628 2026 264 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2025.104628 db/journals/cviu/cviu264.html#BansalBKSKS26 streams/journals/cviu

Pratibha Kumari 0001 Daniel Reisenbüchler Afshin Bozorgpour Yousef Sadegheih Priyankar Choudhary Dorit Merhof Footprint-Guided Exemplar-Free Continual Histopathology Report Generation. 2026 February abs/2602.23817 CoRR https://doi.org/10.48550/arXiv.2602.23817 db/journals/corr/corr2602.html#abs-2602-23817 streams/journals/corr

Pratibha Kumari 0001 Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects. 103730 2025 106 Medical Image Anal. https://doi.org/10.1016/j.media.2025.103730 db/journals/mia/mia106.html#KumariCBHAM25 streams/journals/mia

Yousef Sadegheih Pratibha Kumari 0001 Dorit Merhof Modality-Agnostic Brain Lesion Segmentation with Privacy-Aware Continual Learning. 1-13 2025 PRIME@MICCAI https://doi.org/10.1007/978-3-032-07904-6_1 conf/miccai/2025prime db/conf/miccai/prime2025.html#SadegheihKM25 streams/conf/miccai Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari 0001 Reza Azad Dorit Merhof LHU-Net: A Lean Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Segmentation. 326-336 2025 MICCAI (14) https://doi.org/10.1007/978-3-032-05185-1_32 conf/miccai/2025-14 db/conf/miccai/miccai2025-14.html#SadegheihBKAM25 streams/conf/miccai

Pratibha Kumari 0001 Afshin Bozorgpour Daniel Reisenbüchler Edgar Jost Martina Crysandt Christian Matek Dorit Merhof Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning. 2025 March abs/2503.19819 CoRR https://doi.org/10.48550/arXiv.2503.19819 db/journals/corr/corr2503.html#abs-2503-19819 streams/journals/corr

Pratibha Kumari 0001 Daniel Reisenbüchler Afshin Bozorgpour Nadine S. Schaadt Friedrich Feuerhake Dorit Merhof Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis. 2025 May abs/2505.08524 CoRR https://doi.org/10.48550/arXiv.2505.08524 db/journals/corr/corr2505.html#abs-2505-08524 streams/journals/corr

Pratibha Kumari 0001 Anterpreet Kaur Bedi Mukesh Saini Multimedia datasets for anomaly detection: a review. 56785-56835 2024 83 Multim. Tools Appl. 19 https://doi.org/10.1007/s11042-023-17425-z db/journals/mta/mta83.html#0001BS24

Pratibha Kumari 0001 Priyankar Choudhary Vinit Kujur Pradeep K. Atrey Mukesh Saini Concept drift challenge in multimedia anomaly detection: A case study with facial datasets. 117100 2024 123 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2024.117100 db/journals/spic/spic123.html#KumariCKAS24

Pratibha Kumari 0001 Daniel Reisenbüchler Lucas Luttner Nadine S. Schaadt Friedrich Feuerhake Dorit Merhof Continual Domain Incremental Learning for Privacy-Aware Digital Pathology. 34-44 2024 MICCAI (12) https://doi.org/10.1007/978-3-031-72390-2_4 conf/miccai/2024-12 db/conf/miccai/miccai2024-12.html#KumariRLSFM24 streams/conf/miccai Pedro R. A. S. Bassi Wenxuan Li Yucheng Tang Fabian Isensee Zifu Wang Jieneng Chen Yu-Cheng Chou Yannick Kirchhoff Maximilian Rokuss Ziyan Huang Jin Ye 0002 Junjun He Tassilo Wald Constantin Ulrich Michael Baumgartner 0001 Saikat Roy Klaus H. Maier-Hein Paul F. Jaeger Yiwen Ye Yutong Xie 0001 Jianpeng Zhang Ziyang Chen 0003 Yong Xia 0001 Zhaohu Xing Lei Zhu 0003 Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari 0001 Reza Azad Dorit Merhof Pengcheng Shi Ting Ma Yuxin Du 0001 Fan Bai 0008 Tiejun Huang 0001 Bo Zhao 0015 Haonan Wang Xiaomeng Li 0001 Hanxue Gu Haoyu Dong 0003 Jichen Yang Maciej A. Mazurowski Saumya Gupta Linshan Wu Jia-Xin Zhuang Hao Chen 0011 Holger Roth Daguang Xu Matthew B. Blaschko Sergio Decherchi Andrea Cavalli Alan L. Yuille Zongwei Zhou Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/1b8726b572e0dfa72793f9f6590664fd-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#BassiLTIWCCKRHY24

Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari 0001 Reza Azad Dorit Merhof LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation. 2024 abs/2404.05102 CoRR https://doi.org/10.48550/arXiv.2404.05102 db/journals/corr/corr2404.html#abs-2404-05102

Ruchi Bhatt Pratibha Kumari 0001 Dwarikanath Mahapatra Abdulmotaleb El Saddik Mukesh Saini Characterizing Continual Learning Scenarios and Strategies for Audio Analysis. 2024 abs/2407.00465 CoRR https://doi.org/10.48550/arXiv.2407.00465 db/journals/corr/corr2407.html#abs-2407-00465 streams/journals/corr

Pratibha Kumari 0001 Daniel Reisenbüchler Lucas Luttner Nadine S. Schaadt Friedrich Feuerhake Dorit Merhof Continual Domain Incremental Learning for Privacy-aware Digital Pathology. 2024 abs/2409.06455 CoRR https://doi.org/10.48550/arXiv.2409.06455 db/journals/corr/corr2409.html#abs-2409-06455 streams/journals/corr

Pedro R. A. S. Bassi Wenxuan Li Yucheng Tang Fabian Isensee Zifu Wang Jieneng Chen Yu-Cheng Chou Yannick Kirchhoff Maximilian Rokuss Ziyan Huang Jin Ye 0002 Junjun He Tassilo Wald Constantin Ulrich Michael Baumgartner 0001 Saikat Roy Klaus H. Maier-Hein Paul F. Jaeger Yiwen Ye Yutong Xie 0001 Jianpeng Zhang Ziyang Chen 0003 Yong Xia 0001 Zhaohu Xing Lei Zhu 0003 Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari 0001 Reza Azad Dorit Merhof Pengcheng Shi Ting Ma Yuxin Du 0001 Fan Bai 0008 Tiejun Huang 0003 Bo Zhao 0015 Haonan Wang Xiaomeng Li 0001 Hanxue Gu Haoyu Dong 0003 Jichen Yang Maciej A. Mazurowski Saumya Gupta Linshan Wu Jiaxin Zhuang Hao Chen 0011 Holger Roth Daguang Xu Matthew B. Blaschko Sergio Decherchi Andrea Cavalli Alan L. Yuille Zongwei Zhou Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? 2024 abs/2411.03670 CoRR https://doi.org/10.48550/arXiv.2411.03670 db/journals/corr/corr2411.html#abs-2411-03670 streams/journals/corr

Pratibha Kumari 0001 Joohi Chauhan Afshin Bozorgpour Reza Azad Dorit Merhof Continual Learning in Medical Imaging Analysis: A Comprehensive Review of Recent Advancements and Future Prospects. 2023 abs/2312.17004 CoRR https://doi.org/10.48550/arXiv.2312.17004 db/journals/corr/corr2312.html#abs-2312-17004

Pratibha Kumari 0001 Mukesh Saini An Adaptive Framework for Anomaly Detection in Time-Series Audio-Visual Data. 36188-36199 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3164439 db/journals/access/access10.html#KumariS22

Priyankar Choudhary Pratibha Kumari 0001 Neeraj Goel Mukesh Saini Low-Intensity Human Activity Recognition Framework Using Audio Data in an Outdoor Environment. 646-658 2022 CVIP (2) https://doi.org/10.1007/978-3-031-31417-9_49 conf/cvip/2022-2 db/conf/cvip/cvip2022-2.html#Choudhary0GS22 Priyankar Choudhary Pratibha Kumari 0001 An audio-seismic dataset for human activity recognition. 2022 August https://doi.org/10.21227/315c-zw20 IEEE DataPort streams/repo/ieeedataport

Pratibha Kumari 0001 Priyankar Choudhary Pradeep K. Atrey Mukesh Saini Concept Drift Challenge in Multimedia Anomaly Detection: A Case Study with Facial Datasets. 2022 abs/2207.13430 CoRR https://doi.org/10.48550/arXiv.2207.13430 db/journals/corr/corr2207.html#abs-2207-13430

Pratibha Kumari 0001 Anmol Kumar 0004 Min-Chun Hu 0001 Mukesh Saini Automatic Double Contact Fault Detection in Outdoor Volleyball Videos. 122-134 2021 CVIP (2) https://doi.org/10.1007/978-3-031-11349-9_11 conf/cvip/2021-2 db/conf/cvip/cvip2021-2.html#0001KHS21 Pratibha Kumari 0001 Situational Anomaly Detection in Multimedia Data under Concept Drift. 2969-2973 2021 ACM Multimedia https://doi.org/10.1145/3474085.3481033 conf/mm/2021 db/conf/mm/mm2021.html#Kumari21

Pratibha Kumari 0001 Mukesh Saini Anomaly Detection in Audio with Concept Drift using Adaptive Huffman Coding. 2021 abs/2102.10515 CoRR https://arxiv.org/abs/2102.10515 db/journals/corr/corr2102.html#abs-2102-10515

Pratibha Kumari 0001 Anterpreet Kaur Bedi Mukesh Saini Multimedia Datasets for Anomaly Detection: A Survey. 2021 abs/2112.05410 CoRR https://arxiv.org/abs/2112.05410 db/journals/corr/corr2112.html#abs-2112-05410

Pratibha Kumari 0001 Mukesh Saini Multivariate Adaptive Gaussian Mixture for Scene Level Anomaly Modeling. 54-62 2020 BigMM https://doi.org/10.1109/BigMM50055.2020.00018 conf/bigmm/2020 db/conf/bigmm/bigmm2020.html#KumariS20 Pratibha Kumari 0001 Nikhil Nandyala Allu Krishna Sai Teja Neeraj Goel Mukesh Saini Dynamic Scheduling of an Autonomous PTZ Camera for Effective Surveillance. 437-445 2020 MASS https://doi.org/10.1109/MASS50613.2020.00060 conf/mass/2020 db/conf/mass/mass2020.html#KumariNTGS20 Pratibha Kumari 0001 Prakhar Jain Swarna Sahay Tian Gan Mukesh Saini ALPS 1.0: Towards Automated Lecture Profiling System. 318-323 2019 ICME Workshops https://doi.org/10.1109/ICMEW.2019.00061 conf/icmcs/2019w db/conf/icmcs/icmew2019.html#KumariJSTS19 Pratibha Kumari 0001 Mandhatya Singh Mukesh Saini Multimodal Drunk Density Estimation for Safety Assessment. 1-6 2018 AVSS https://doi.org/10.1109/AVSS.2018.8639353 conf/avss/2018 db/conf/avss/avss2018.html#KumariSS18 Pradeep K. Atrey Reza Azad Fan Bai 0008 Shreya Bansal Pedro R. A. S. Bassi Michael Baumgartner 0001 Anterpreet Kaur Bedi Ruchi Bhatt Matthew B. Blaschko Afshin Bozorgpour Andrea Cavalli Joohi Chauhan Hao Chen 0011 Jieneng Chen Ziyang Chen 0003 Yu-Cheng Chou Priyankar Choudhary Martina Crysandt Sergio Decherchi Haoyu Dong 0003 Yuxin Du 0001 Friedrich Feuerhake Tian Gan Neeraj Goel Hanxue Gu Saumya Gupta Junjun He Min-Chun Hu 0001 Boqiang Huang Tiejun Huang 0001 Tiejun Huang 0003 Ziyan Huang Fabian Isensee Paul F. Jaeger Prakhar Jain Edgar Jost Yannick Kirchhoff Narayanan Chatapuram KrishnanNarayanan C. Krishnan Vinit Kujur Anmol Kumar 0004 Wenxuan Li Xiaomeng Li 0001 Lucas Luttner Ting Ma Dwarikanath Mahapatra Klaus H. Maier-Hein Christian Matek Maciej A. Mazurowski Dorit Merhof Nikhil Nandyala Daniel Reisenbüchler Maximilian Rokuss Holger Roth Saikat Roy Abdulmotaleb El Saddik Yousef Sadegheih Swarna Sahay Mukesh Saini Nadine S. Schaadt Pengcheng Shi Mandhatya Singh Rishi Kumar Soni Yucheng Tang Allu Krishna Sai Teja Constantin Ulrich Tassilo Wald Haonan Wang Zifu Wang Linshan Wu Yong Xia 0001 Yutong Xie 0001 Zhaohu Xing Daguang Xu Jichen Yang Jin Ye 0002 Yiwen Ye Alan L. Yuille Jianpeng Zhang Bo Zhao 0015 Zongwei Zhou Lei Zhu 0003 Jiaxin ZhuangJia-Xin Zhuang