Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition
Authors
Keywords
-
Journal
IEEE Transactions on Cognitive and Developmental Systems
Volume 14, Issue 4, Pages 1654-1665
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Online
2021-11-30
DOI
10.1109/tcds.2021.3131253
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Hand gesture recognition using multimodal data fusion and multiscale parallel convolutional neural network for human–robot interaction
- (2020) Qing Gao et al. EXPERT SYSTEMS
- View Adaptive Neural Networks for High Performance Skeleton-Based Human Action Recognition
- (2019) Pengfei Zhang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- RGB-D sensing based human action and interaction analysis: A survey
- (2019) Bangli Liu et al. PATTERN RECOGNITION
- Dual-Hand Detection for Human–Robot Interaction by a Parallel Network Based on Hand Detection and Body Pose Estimation
- (2019) Qing Gao et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- DSRF: A flexible trajectory descriptor for articulated human action recognition
- (2018) Yao Guo et al. PATTERN RECOGNITION
- Combining CNN streams of RGB-D and skeletal data for human activity recognition
- (2018) Pushpajit Khaire et al. PATTERN RECOGNITION LETTERS
- Multimodal Human Hand Motion Sensing and Analysis -A Review
- (2018) Yaxu Xue et al. IEEE Transactions on Cognitive and Developmental Systems
- A structured multi-feature representation for recognizing human action and interaction
- (2018) Bangli Liu et al. NEUROCOMPUTING
- 3D Human Action Recognition Using a Single Depth Feature and Locality-Constrained Affine Subspace Coding
- (2017) Chengwu Liang et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Discriminative Multi-instance Multitask Learning for 3D Action Recognition
- (2017) Yanhua Yang et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Robust human activity recognition from depth video using spatiotemporal multi-fused features
- (2017) Ahmad Jalal et al. PATTERN RECOGNITION
- Enhanced skeleton visualization for view invariant human action recognition
- (2017) Mengyuan Liu et al. PATTERN RECOGNITION
- Learning discriminative trajectorylet detector sets for accurate skeleton-based action recognition
- (2017) Ruizhi Qiao et al. PATTERN RECOGNITION
- Graph-based approach for 3D human skeletal action recognition
- (2017) Meng Li et al. PATTERN RECOGNITION LETTERS
- Multi-branch Attention Networks for Action Recognition in Still Images
- (2017) Shiyang Yan et al. IEEE Transactions on Cognitive and Developmental Systems
- Recognition of Visually Perceived Compositional Human Actions by Multiple Spatio-Temporal Scales Recurrent Neural Networks
- (2017) Haanvid Lee et al. IEEE Transactions on Cognitive and Developmental Systems
- Representation Learning of Temporal Dynamics for Skeleton-Based Action Recognition
- (2016) Yong Du et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Histogram of Oriented Principal Components for Cross-View Action Recognition
- (2016) Hossein Rahmani et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Depth Context: a new descriptor for human activity recognition by using sole depth sequences
- (2016) Mengyuan Liu et al. NEUROCOMPUTING
- 3D skeleton-based human action classification: A survey
- (2016) Liliana Lo Presti et al. PATTERN RECOGNITION
- Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition
- (2016) Yanhua Yang et al. IEEE Transactions on Cybernetics
- Learning contrastive feature distribution model for interaction recognition
- (2015) Yanli Ji et al. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
- 3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold
- (2015) Maxime Devanne et al. IEEE Transactions on Cybernetics
- Improving Human Action Recognition Using Fusion of Depth Camera and Inertial Sensors
- (2015) Chen Chen et al. IEEE Transactions on Human-Machine Systems
- Surface EMG Based Hand Manipulation Identification Via Nonlinear Feature Extraction and Classification
- (2013) Zhaojie Ju et al. IEEE SENSORS JOURNAL
- Learning Actionlet Ensemble for 3D Human Action Recognition
- (2013) Jiang Wang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Human Hand Motion Analysis With Multisensory Information
- (2013) Zhaojie Ju et al. IEEE-ASME TRANSACTIONS ON MECHATRONICS
- On the improvement of human action recognition from depth map sequences using Space–Time Occupancy Patterns
- (2013) Antonio W. Vieira et al. PATTERN RECOGNITION LETTERS
- A Unified Fuzzy Framework for Human-Hand Motion Recognition
- (2011) Zhaojie Ju et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now