| HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition | Dec 2, 2024 | Gesture RecognitionHand Detection | CodeCode Available | 4 | 5 |
| HaGRID - HAnd Gesture Recognition Image Dataset | Jun 16, 2022 | Gesture RecognitionHand Detection | CodeCode Available | 2 | 5 |
| Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency | Jun 17, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 | 5 |
| An Efficient PointLSTM for Point Clouds Based Gesture Recognition | Jun 1, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| Fast Learning of Dynamic Hand Gesture Recognition with Few-Shot Learning Models | Dec 16, 2022 | Few-Shot LearningGesture Recognition | CodeCode Available | 1 | 5 |
| DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling | Jan 21, 2025 | Action RecognitionGesture Recognition | CodeCode Available | 1 | 5 |
| Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition | Dec 16, 2021 | Hand Gesture Recognition | CodeCode Available | 1 | 5 |
| Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN | Jun 21, 2024 | Action RecognitionGesture Recognition | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | CodeCode Available | 1 | 5 |
| GestFormer: Multiscale Wavelet Pooling Transformer Network for Dynamic Hand Gesture Recognition | May 18, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| GRLib: An Open-Source Hand Gesture Detection and Recognition Python Library | Oct 23, 2023 | Data AugmentationGesture Recognition | CodeCode Available | 1 | 5 |
| Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition | May 1, 2023 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture Recognition | Nov 13, 2023 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Optimizing the Deployment of Tiny Transformers on Low-Power MCUs | Apr 3, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition | Jan 6, 2022 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| Affine transformation of virtual 3D object using 2D localization of fingertips | Oct 27, 2020 | Fingertip DetectionHand Detection | CodeCode Available | 1 | 5 |
| IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition | Apr 20, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals | Jan 25, 2022 | Data AugmentationGesture Recognition | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison | Oct 24, 2019 | Action ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks | Jan 29, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| Data-Free Class-Incremental Hand Gesture Recognition | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition | Jun 9, 2021 | BenchmarkingEMG Gesture Recognition | CodeCode Available | 1 | 5 |
| A Deep Learning-based Multimodal Depth-Aware Dynamic Hand Gesture Recognition System | Jul 6, 2021 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 | 5 |
| Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection | Jan 6, 2021 | Fingertip DetectionGesture Recognition | CodeCode Available | 1 | 5 |
| TENNs-PLEIADES: Building Temporal Kernels with Orthogonal Polynomials | May 20, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Studying Person-Specific Pointing and Gaze Behavior for Multimodal Referencing of Outside Objects from a Moving Vehicle | Sep 23, 2020 | Gaze EstimationHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode Array | Feb 8, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| A Study of Convolutional Architectures for Handshape Recognition applied to Sign Language | Oct 1, 2017 | Hand Gesture RecognitionSign Language Recognition | CodeCode Available | 0 | 5 |
| Domain and View-point Agnostic Hand Action Recognition | Mar 3, 2021 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| A comparison of small sample methods for Handshape Recognition | Apr 1, 2023 | Hand Gesture RecognitionMeta-Learning | CodeCode Available | 0 | 5 |
| Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition | May 28, 2022 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition with Short Range Radars | Jun 25, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Low-latency hand gesture recognition with a low resolution thermal imager | Apr 24, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training | Dec 14, 2018 | Action RecognitionGesture Recognition | CodeCode Available | 0 | 5 |
| MMTM: Multimodal Transfer Module for CNN Fusion | Nov 20, 2019 | Action RecognitionAction Recognition In Videos | CodeCode Available | 0 | 5 |
| Deep Learning for Hand Gesture Recognition on Skeletal Data | May 15, 2018 | 3D Shape Classification3D Shape Retrieval | CodeCode Available | 0 | 5 |
| HGR-Net: A Fusion Network for Hand Gesture Segmentation and Recognition | Jun 14, 2018 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Deep Fisher Discriminant Learning for Mobile Hand Gesture Recognition | Jul 12, 2017 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Action Recognition in Real-World Ambient Assisted Living Environment | Mar 29, 2025 | Action RecognitionComputational Efficiency | CodeCode Available | 0 | 5 |
| Human Computer Interaction Using Marker Based Hand Gesture Recognition | Jun 23, 2016 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition | Apr 19, 2018 | Action ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| ConvMixFormer- A Resource-efficient Convolution Mixer for Transformer-based Dynamic Hand Gesture Recognition | Nov 11, 2024 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations | Apr 8, 2017 | 3D Hand Pose EstimationAction Recognition | CodeCode Available | 0 | 5 |
| Force myography benchmark data for hand gesture recognition and transfer learning | Jul 29, 2020 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention | Jul 20, 2019 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 0 | 5 |
| Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion | Jan 15, 2019 | ClusteringGesture Recognition | CodeCode Available | 0 | 5 |
