Video Segmentation

Video segmentation is a fundamental computer vision task involving the partitioning of a digital video sequence into spatially and temporally coherent regions or objects. This process aims to assign a semantic label or instance identifier to each pixel across consecutive frames, facilitating fine-grained understanding, analysis, and manipulation of dynamic visual content.

587

Publications

36.8K

Citations

1.6K

Authors

501

Institutions

Publications per year

2017–2026

160

Parents

Video Analysis

Publications

587

A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation

Federico Perazzi, Jordi Pont-Tuset, Brian McWilliams et al. · 2016 · 2K citations

Scene Analysis, Engineering, Machine Learning +18

Fast Online Object Tracking and Segmentation: A Unifying Approach

Qiang Wang, Li Zhang, Luca Bertinetto et al. · 2019 · 1.5K citations

Engineering, Machine Learning, Localization +18

End-to-End Video Instance Segmentation with Transformers

Yuqing Wang, Zhaoliang Xu, Xinlong Wang et al. · 2021 · 630 citations

Engineering, Machine Learning, Video Processing +16

Learning Video Object Segmentation from Static Images

Federico Perazzi, Anna Khoreva, Rodrigo Benenson et al. · 2017 · 608 citations

Scene Analysis, Engineering, Machine Learning +17

Segmentation of Moving Objects by Long Term Video Analysis

Peter Ochs, Jitendra Malik, Thomas Brox · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 594 citations

Point Trajectories, Scene Analysis, Engineering +17

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Authors

1.6K

Leading researchers in Video Segmentation. Counts cover only their work on this concept, not their overall record.

	Publications	Citations	H-Index
WW Wenguan Wang Beijing Institute of Technology	11	1.5K	11
JS Jianbing Shen Beijing Institute of Technology	10	1.1K	10
SC Shao‐Yi Chien National Taiwan University	7	255	7
FP Fatih Porikli Australian National University	7	935	7
PH Philip H. S. Torr University of Oxford	7	1.9K	7

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Institutions

501

Leading universities and research organizations in Video Segmentation. Counts cover only their work on this concept, not their overall record.

	Publications	Citations	H-Index
Nanyang Technological University Singapore, Singapore	46	2K	16
Adobe Systems (United States) San Jose, United States	23	2.4K	13
Chinese University of Hong Kong Hong Kong, Hong Kong	23	967	12
Microsoft Research Asia (China) Beijing, China	29	2.1K	11
Columbia University New York, United States	20	1.1K	11

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Venues

Leading journals and conferences in Video Segmentation. Counts cover only their publications on this concept, not their overall record.

	Publications	Citations	H-Index
IEEE Transactions on Circuits and Systems for Video Technology	47	3.8K	32
arXiv (Cornell University)	36	1.5K	20
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE	30	904	17
IEEE Transactions on Multimedia	16	891	15
IEEE Transactions on Pattern Analysis and Machine Intelligence	12	1.8K	12

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