Human Action Recognition and Prediction: A Survey

2022/03/28 by Yu Kong, Yun Fu · 15 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Gait Recognition and Analysis #Human Pose and Action Recognition

paper · doi:10.1007/s11263-022-01594-9

openalex publication_date 2022/03/28 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/29

Citations

• UCF-101: A dataset of 101 human actions classes from videos in the wild
• Determining optical flow
• Actions as Space-Time Shapes
• Two-Stream Convolutional Networks for Action Recognition in Videos
• Representation Learning: A Review and New Perspectives
• Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization
• Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
• The Kinetics Human Action Video Dataset
• Temporal Recurrent Networks for Online Action Detection
• MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions

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