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Skeleton Based Action Recognition

Skeleton-based Action Recognition is a computer vision task that involves recognizing human actions from a sequence of 3D skeletal joint data captured from sensors such as Microsoft Kinect, Intel RealSense, and wearable devices. The goal of skeleton-based action recognition is to develop algorithms that can understand and classify human actions from skeleton data, which can be used in various applications such as human-computer interaction, sports analysis, and surveillance.

( Image credit: View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition )

Papers

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Showing 326–350 of 419 papers

TitleStatusHype
Motion feature augmented network for dynamic hand gesture recognition from skeletal data—0
Graph Neural Networks with convolutional ARMA filtersCode0
Cross-modal Learning by Hallucinating Missing Modalities in RGB-D VisionCode0
Action Machine: Rethinking Action Recognition in Trimmed Videos—0
Structure-Aware Convolutional Neural NetworksCode0
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression—0
Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation—0
Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention—0
DeepGRU: Deep Gesture Recognition UtilityCode0
Part-based Graph Convolutional Network for Action RecognitionCode0
Neural Graph Matching Networks for Fewshot 3D Action Recognition—0
Early action prediction by soft regression—0
Adding Attentiveness to the Neurons in Recurrent Neural Networks—0
Tracking Emerges by Colorizing VideosCode0
Pose Encoding for Robust Skeleton-Based Action Recognition—0
Recognizing Human Actions as the Evolution of Pose Estimation Maps—0
Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition—0
PoTion: Pose MoTion Representation for Action Recognition—0
A Fine-to-Coarse Convolutional Neural Network for 3D Human Action Recognition—0
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action RecognitionCode0
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition—0
Deep Learning for Hand Gesture Recognition on Skeletal DataCode0
Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning—0
Relational Network for Skeleton-Based Action Recognition—0
Object Activity Scene Description, Construction and Recognition—0
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