| HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition | Dec 2, 2024 | Gesture RecognitionHand Detection | CodeCode Available | 4 |
| HaGRID - HAnd Gesture Recognition Image Dataset | Jun 16, 2022 | Gesture RecognitionHand Detection | CodeCode Available | 2 |
| Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency | Jun 17, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 2 |
| GRLib: An Open-Source Hand Gesture Detection and Recognition Python Library | Oct 23, 2023 | Data AugmentationGesture 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 |
| 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 |
| 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 |
| Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks | Jan 29, 2019 | Action RecognitionGeneral Classification | 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 |
| Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection | Jan 6, 2021 | Fingertip DetectionGesture Recognition | CodeCode Available | 1 |
| An Efficient PointLSTM for Point Clouds Based Gesture Recognition | Jun 1, 2020 | Gesture RecognitionHand Gesture 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 |
| Fast Learning of Dynamic Hand Gesture Recognition with Few-Shot Learning Models | Dec 16, 2022 | Few-Shot LearningGesture 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 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | 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 |
| Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition | May 1, 2023 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| 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 |
| Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison | Oct 24, 2019 | Action ClassificationBenchmarking | CodeCode Available | 1 |
| CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture Recognition | Nov 13, 2023 | Gesture RecognitionHand Gesture Recognition | CodeCode Available | 1 |
| Affine transformation of virtual 3D object using 2D localization of fingertips | Oct 27, 2020 | Fingertip DetectionHand Detection | CodeCode Available | 1 |
| Data-Free Class-Incremental Hand Gesture Recognition | Jan 1, 2023 | class-incremental learningClass Incremental Learning | 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 |
| Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition | Jan 6, 2022 | 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 |
| CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control | Jun 7, 2023 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| An Advanced Deep Learning Based Three-Stream Hybrid Model for Dynamic Hand Gesture Recognition | Aug 15, 2024 | Deep LearningGesture Recognition | —Unverified | 0 |
| A Two-stream Neural Network for Pose-based Hand Gesture Recognition | Jan 22, 2021 | Action RecognitionGesture Recognition | —Unverified | 0 |
| Electromyography-Based Gesture Recognition: Hierarchical Feature Extraction for Enhanced Spatial-Temporal Dynamics | Apr 4, 2025 | Computational EfficiencyGesture Recognition | —Unverified | 0 |
| A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities | Aug 10, 2024 | ArticlesEEG | —Unverified | 0 |
| A simple technique for improving multi-class classification with neural networks | Jan 6, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing | Jan 2, 2019 | General ClassificationGesture Recognition | —Unverified | 0 |
| Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems | Dec 15, 2020 | General ClassificationGesture Recognition | —Unverified | 0 |
| Diver-Robot Communication Dataset for Underwater Hand Gesture Recognition | Jun 10, 2025 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Agile gesture recognition for low-power applications: customisation for generalisation | Mar 12, 2024 | Few-Shot LearningGesture Recognition | —Unverified | 0 |
| GestARLite: An On-Device Pointing Finger Based Gestural Interface for Smartphones and Video See-Through Head-Mounts | Apr 19, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| EMG-Based Hand Gesture Recognition through Diverse Domain Feature Enhancement and Machine Learning-Based Approach | Aug 25, 2024 | Electromyography (EMG)feature selection | —Unverified | 0 |
| A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition | Sep 29, 2020 | Generalized Zero-Shot LearningGesture Recognition | —Unverified | 0 |
| Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM | Apr 10, 2023 | CPUGesture Recognition | —Unverified | 0 |
| Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition | Sep 1, 2018 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| A novel shape matching descriptor for real-time hand gesture recognition | Jan 11, 2021 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition | Dec 16, 2024 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Deep learning based Hand gesture recognition system and design of a Human-Machine Interface | Jul 7, 2022 | Gesture RecognitionHand Detection | —Unverified | 0 |
| Agile gesture recognition for capacitive sensing devices: adapting on-the-job | May 12, 2023 | Dimensionality ReductionGesture Recognition | —Unverified | 0 |
| A Real-time Hand Gesture Recognition and Human-Computer Interaction System | Apr 24, 2017 | Gesture RecognitionHand Detection | —Unverified | 0 |
| Doppler-Radar Based Hand Gesture Recognition System Using Convolutional Neural Networks | Nov 7, 2017 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System | Nov 6, 2017 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |