SOTAVerified

Gesture Recognition

Gesture Recognition is an active field of research with applications such as automatic recognition of sign language, interaction of humans and robots or for new ways of controlling video games.

Source: Gesture Recognition in RGB Videos Using Human Body Keypoints and Dynamic Time Warping

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 572 papers

TitleStatusHype
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural NetworkCode0
Resonate-and-Fire Spiking Neurons for Target Detection and Hand Gesture Recognition: A Hybrid Approach—0
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding—0
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal PolynomialsCode0
Air Signing and Privacy-Preserving Signature Verification for Digital DocumentsCode0
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding ExploitationCode0
MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification—0
Enhancing Micro Gesture Recognition for Emotion Understanding via Context-aware Visual-Text Contrastive LearningCode0
Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition—0
G3R: Generating Rich and Fine-grained mmWave Radar Data from 2D Videos for Generalized Gesture Recognition—0
Stream State-tying for Sign Language Recognition—0
sEMG-based Fine-grained Gesture Recognition via Improved LightGBM Model—0
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning—0
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis—0
Pose2Gest: A Few-Shot Model-Free Approach Applied In South Indian Classical Dance Gesture Recognition—0
A Diffusion-based Data Generator for Training Object Recognition Models in Ultra-Range Distance—0
SDFR: Synthetic Data for Face Recognition Competition—0
Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition—0
Zero-shot Prompt-based Video Encoder for Surgical Gesture RecognitionCode0
An Evolutionary Network Architecture Search Framework with Adaptive Multimodal Fusion for Hand Gesture Recognition—0
Agile gesture recognition for low-power applications: customisation for generalisation—0
High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition—0
Radar-Based Recognition of Static Hand Gestures in American Sign Language—0
Hand Shape and Gesture Recognition using Multiscale Template Matching, Background Subtraction and Binary Image Analysis—0
BdSLW60: A Word-Level Bangla Sign Language DatasetCode0
Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode ArrayCode0
Phase-driven Domain Generalizable Learning for Nonstationary Time Series—0
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data—0
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition FrameworkCode0
Efficient Gesture Recognition on Spiking Convolutional Networks Through Sensor Fusion of Event-Based and Depth Data—0
Boosting Gesture Recognition with an Automatic Gesture Annotation Framework—0
Towards Open-World Gesture Recognition—0
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation—0
A multimodal gesture recognition dataset for desktop human-computer interaction—0
Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets—0
ICI-Free Channel Estimation and Wireless Gesture Recognition Based on Cellular Signals—0
EMG subspace alignment and visualization for cross-subject hand gesture classification—0
Language Modeling on a SpiNNaker 2 Neuromorphic Chip—0
Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing—0
Interpretable Underwater Diver Gesture Recognition—0
Towards Open-set Gesture Recognition via Feature Activation Enhancement and Orthogonal Prototype Learning—0
Study and Survey on Gesture Recognition Systems—0
Ultra-Range Gesture Recognition using a Web-Camera in Human-Robot Interaction—0
SniffyArt: The Dataset of Smelling Persons—0
Improving Unimodal Inference with Multimodal Transformers—0
Hand Gesture Classification on Praxis Dataset: Trading Accuracy for Expense—0
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram EncoderCode0
A Technique for Classifying Static Gestures Using UWB Radar—0
Delayed Memory Unit: Modelling Temporal Dependency Through Delay GateCode0
GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model AgentsCode0
Show:102550
← PrevPage 4 of 12Next →
All datasetsDVS128 GestureCapgMyo DB-aCapgMyo DB-bCapgMyo DB-cChaLearn 2013Chalearn 2014ChaLearn 2016GesturePodMontalbanoMSRC-12Ninapro DB-1 12 gesturesNinapro DB-1 8 gestures

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TENNs-PLEIADESAccuracy (%)100—Unverified
2mMND (BPTT)Accuracy (%)98—Unverified
3EGRUAccuracy (%)97.8—Unverified
4AlexNet+LSTMAccuracy (%)97.73—Unverified
5S-TLLRAccuracy (%)97.72—Unverified
6Event-SSMAccuracy (%)97.7—Unverified
7STL-SNNAccuracy (%)97.22—Unverified
8OTTTAccuracy (%)96.88—Unverified
9STS-ResNetAccuracy (%)96.7—Unverified
10mMND (STDP)Accuracy (%)96.6—Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy97.1—Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy97.1—Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy96.8—Unverified
#ModelMetricClaimedVerifiedStatus
13S Net TTMAccuracy92.08—Unverified
#ModelMetricClaimedVerifiedStatus
13D-CNN + LSTMAccuracy93.2—Unverified
#ModelMetricClaimedVerifiedStatus
13S Net TTMAccuracy39.95—Unverified
#ModelMetricClaimedVerifiedStatus
1GesturePodReal World Accuracy92—Unverified
#ModelMetricClaimedVerifiedStatus
1Temp Conv + LSTMError rate2.77—Unverified
#ModelMetricClaimedVerifiedStatus
13S Net TTMAccuracy99.01—Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy84.7—Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy90.7—Unverified
#ModelMetricClaimedVerifiedStatus
1PointLSTM14 gestures accuracy95.9—Unverified