OpenCodePapers

hand-gesture-recognition-on-dhg-14

HandHand Gesture Recognition
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PaperCodeAccuracyModelNameReleaseDate
Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN✓ Link95.83e2eET2024-06-21
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling✓ Link95.04DSTSA-GCN2025-01-21
Make Skeleton-based Action Recognition Model Smaller, Faster and Better✓ Link94.6DD-Net2019-07-23
Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition✓ Link93.9TD-GCN2023-05-01
Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition✓ Link92.0FPPR-PCD2022-01-06
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention✓ Link91.9DG-STA2019-07-20
Action Recognition in Real-World Ambient Assisted Living Environment✓ Link91.31RE-TCN2025-03-29
Deep Learning for Hand Gesture Recognition on Skeletal Data✓ Link91.28Parallel-Conv2018-05-15
An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition86.11Ensemble of Models2020-08-13
CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition85.46SL-fusion-Average2020-07-22
CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition85.36SL-fusion-Maximum2020-07-22
Motion Feature Augmented Recurrent Neural Network for Skeleton-based Dynamic Hand Gesture Recognition84.68MFANet2017-08-10
CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition81.86FL-fusion-Concat2020-07-22
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