| HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition | Dec 2, 2024 | Gesture RecognitionHand Detection | CodeCode Available | 4 |
| Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency | Jun 17, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 |
| HaGRID - HAnd Gesture Recognition Image Dataset | Jun 16, 2022 | Gesture RecognitionHand Detection | CodeCode Available | 2 |
| EgoHand: Ego-centric Hand Pose Estimation and Gesture Recognition with Head-mounted Millimeter-wave Radar and IMUs | Jan 23, 2025 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling | Jan 21, 2025 | Action RecognitionGesture Recognition | CodeCode Available | 1 |
| Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition | Jul 19, 2024 | Graph AttentionHand Gesture Recognition | CodeCode Available | 1 |
| Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN | Jun 21, 2024 | Action RecognitionGesture Recognition | CodeCode Available | 1 |
| GestFormer: Multiscale Wavelet Pooling Transformer Network for Dynamic Hand Gesture Recognition | May 18, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| Optimizing the Deployment of Tiny Transformers on Low-Power MCUs | Apr 3, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture Recognition | Nov 13, 2023 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| GRLib: An Open-Source Hand Gesture Detection and Recognition Python Library | Oct 23, 2023 | Data AugmentationGesture Recognition | CodeCode Available | 1 |
| Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition | May 1, 2023 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and Segmentation | Apr 12, 2023 | ClassificationGesture Recognition | CodeCode Available | 1 |
| Data-Free Class-Incremental Hand Gesture Recognition | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Fast Learning of Dynamic Hand Gesture Recognition with Few-Shot Learning Models | Dec 16, 2022 | Few-Shot LearningGesture Recognition | CodeCode Available | 1 |
| Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains | Nov 29, 2022 | blind source separationGesture Recognition | CodeCode Available | 1 |
| ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals | Jan 25, 2022 | Data AugmentationGesture Recognition | CodeCode Available | 1 |
| Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition | Jan 6, 2022 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition | Dec 16, 2021 | Hand Gesture Recognition | CodeCode Available | 1 |
| A Deep Learning-based Multimodal Depth-Aware Dynamic Hand Gesture Recognition System | Jul 6, 2021 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition | Jun 9, 2021 | BenchmarkingEMG Gesture Recognition | CodeCode Available | 1 |
| Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection | Jan 6, 2021 | Fingertip DetectionGesture Recognition | CodeCode Available | 1 |
| Affine transformation of virtual 3D object using 2D localization of fingertips | Oct 27, 2020 | Fingertip DetectionHand Detection | CodeCode Available | 1 |
| An Efficient PointLSTM for Point Clouds Based Gesture Recognition | Jun 1, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition | Apr 20, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison | Oct 24, 2019 | Action ClassificationBenchmarking | CodeCode Available | 1 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks | Jan 29, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions | Jul 6, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Diver-Robot Communication Dataset for Underwater Hand Gesture Recognition | Jun 10, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features | Apr 20, 2025 | Electromyography (EMG)Gesture Recognition | —Unverified | 0 |
| Electromyography-Based Gesture Recognition: Hierarchical Feature Extraction for Enhanced Spatial-Temporal Dynamics | Apr 4, 2025 | Computational EfficiencyGesture Recognition | —Unverified | 0 |
| Action Recognition in Real-World Ambient Assisted Living Environment | Mar 29, 2025 | Action RecognitionComputational Efficiency | CodeCode Available | 0 |
| Helios 2.0: A Robust, Ultra-Low Power Gesture Recognition System Optimised for Event-Sensor based Wearables | Mar 10, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Edge Training and Inference with Analog ReRAM Technology for Hand Gesture Recognition | Feb 25, 2025 | Feature EngineeringGesture Recognition | —Unverified | 0 |
| Online hand gesture recognition using Continual Graph Transformers | Feb 20, 2025 | Action RecognitionContinual Learning | —Unverified | 0 |
| MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition | Feb 9, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Complying with the EU AI Act: Innovations in Explainable and User-Centric Hand Gesture Recognition | Feb 4, 2025 | Anomaly DetectionGesture Recognition | —Unverified | 0 |
| Human Activity Recognition with a 6.5 GHz Reconfigurable Intelligent Surface for Wi-Fi 6E | Jan 24, 2025 | Activity RecognitionGesture Recognition | —Unverified | 0 |
| Survey on Hand Gesture Recognition from Visual Input | Jan 21, 2025 | Computational EfficiencyGesture Recognition | —Unverified | 0 |
| Multiscaled Multi-Head Attention-based Video Transformer Network for Hand Gesture Recognition | Jan 1, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition | Dec 16, 2024 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition | Nov 23, 2024 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks | Nov 22, 2024 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| ConvMixFormer- A Resource-efficient Convolution Mixer for Transformer-based Dynamic Hand Gesture Recognition | Nov 11, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 |
| One-Stage-TFS: Thai One-Stage Fingerspelling Dataset for Fingerspelling Recognition Frameworks | Nov 5, 2024 | Gesture RecognitionHand Detection | —Unverified | 0 |
| Forearm Ultrasound based Gesture Recognition on Edge | Sep 16, 2024 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| MVTN: A Multiscale Video Transformer Network for Hand Gesture Recognition | Sep 5, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 |
| FORS-EMG: A Novel sEMG Dataset for Hand Gesture Recognition Across Multiple Forearm Orientations | Sep 3, 2024 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| A Critical Analysis on Machine Learning Techniques for Video-based Human Activity Recognition of Surveillance Systems: A Review | Sep 1, 2024 | Activity RecognitionGesture Recognition | —Unverified | 0 |