Activity Recognition Publications

Publications in Activity Recognition

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

Activity Recognition

13.5K

Publications

834.6K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
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
Compendium of Physical Activities: classification of energy costs of human physical activities Barbara E. Ainsworth, William L. Haskell, Arthur S. Leon, Medicine & Science in Sports & Exercise Metabolic RatePhysical ActivityEngineeringEnergy ExpenditurePhysical Activities	1993	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
Action Recognition with Improved Trajectories Heng Wang, Cordelia Schmid EngineeringMachine LearningHuman Pose EstimationImproved TrajectoriesSurf Descriptors	2013	3.5K
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran, Heng Wang, Lorenzo Torresani, EngineeringMachine LearningConvolutional FiltersVideo RetrievalVideo Interpretation	2018	3.4K
Learning patterns of activity using real-time tracking Chris Stauffer, W. Eric L. Grimson IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningVideo SurveillanceImage AnalysisData Science	2000	3.2K
Recognizing human actions: a local SVM approach Christian Schüldt, Ivan Laptev, Barbara Caputo Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. EngineeringMachine LearningBiometricsVideo InterpretationLocal Space-time Features	2004	2.9K
The Kinetics Human Action Video Dataset João Carreira, Karen Simonyan arXiv (Cornell University) Video ClipsMachine LearningEngineeringHuman Action ClassesVideo Retrieval	2017	2.9K
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy, Jun Liu, Tian-Tsong Ng, EngineeringMachine LearningHuman Pose Estimation3D Pose EstimationWearable Technology	2016	2.9K
Activity recognition using cell phone accelerometers Jennifer R. Kwapisz, Gary M. Weiss, Samuel Moore ACM SIGKDD Explorations Newsletter Physical ActivityEngineeringAccelerometerWearable TechnologyHuman Monitoring	2011	2.8K
The recognition of human movement using temporal templates Aaron Bobick, James W. Davis IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringHuman Pose EstimationBiometricsTemporal TemplatesImage Analysis	2001	2.8K
2D Human Pose Estimation: New Benchmark and State of the Art Analysis Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler, EngineeringHuman Pose Estimation3D Pose EstimationBiometricsWearable Technology	2014	2.8K

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