Video Understanding Publications

Publications in Video Understanding

Explore the most influential research papers and scholarly works that have shaped Video Understanding. Use the concept filter below to focus on a specific sub-area of research.

Video Understanding

15K

Publications

1.2M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Rethinking the Inception Architecture for Computer Vision Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Convolutional Neural NetworkEngineeringMachine LearningInception ArchitectureImage Classification	2016	30.2K
Mask R-CNN Kaiming He, Georgia Gkioxari, Piotr Dollár, Object Instance SegmentationScene AnalysisMachine VisionImage AnalysisMachine Learning	2017	27.9K
Non-local Neural Networks Xiaolong Wang, Ross Girshick, Abhinav Gupta, Building BlocksScene AnalysisEngineeringMachine LearningRecurrent Neural Network	2018	11K
Learning Spatiotemporal Features with 3D Convolutional Networks Du Tran, Lubomir Bourdev, Rob Fergus, Convolutional Neural NetworkImage AnalysisMachine VisionMachine LearningData Science	2015	9.5K
Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields Zhe Cao, Tomas Simon, Shih-En Wei, EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationBiometrics	2017	7.2K
Dual Attention Network for Scene Segmentation Jun Fu, Jing Liu, Haijie Tian, Scene AnalysisImage AnalysisMachine LearningMachine VisionDual Attention Network	2019	6.7K
Large-Scale Video Classification with Convolutional Neural Networks Andrej Karpathy, George Toderici, Sanketh Shetty, Convolutional Neural NetworkMachine VisionMachine LearningData ScienceImage Analysis	2014	6.3K
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan, Andrew Zisserman arXiv (Cornell University) EngineeringMachine LearningVideo RetrievalVideo InterpretationImage Analysis	2014	5.4K
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan, Yuanjun Xiong, Dahua Lin Proceedings of the AAAI Conference on Artificial Intelligence Human Body SkeletonsGeometric LearningEngineeringMachine LearningHuman Pose Estimation	2018	4.6K
FlowNet: Learning Optical Flow with Convolutional Networks Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, Generic ArchitectureConvolutional Neural NetworkEngineeringMachine LearningVideo Interpretation	2015	4.1K
HMDB: A large video database for human motion recognition Hilde Kuehne, Hueihan Jhuang, Estíbaliz Garrote, EngineeringMachine LearningVideo RetrievalVideo InterpretationImage Analysis	2011	3.8K
The MovieLens Datasets F. Maxwell Harper, Joseph A. Konstan ACM Transactions on Interactive Intelligent Systems EngineeringMachine LearningCollaborative Information RetrievalIntelligent Information RetrievalLive Research Platform	2015	3.7K

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