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 51–100 of 572 papers

TitleStatusHype
M^3T: Multi-Modal Continuous Valence-Arousal Estimation in the WildCode1
EgoHand: Ego-centric Hand Pose Estimation and Gesture Recognition with Head-mounted Millimeter-wave Radar and IMUsCode1
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture RecognitionCode1
milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion SensingCode1
Survey on Emotional Body Gesture RecognitionCode1
Online Training Through Time for Spiking Neural NetworksCode1
Development of a hand pose recognition system on an embedded computer using Artificial IntelligenceCode1
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological PretrainingCode1
Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNNCode1
OO-dMVMT: A Deep Multi-view Multi-task Classification Framework for Real-time 3D Hand Gesture Classification and SegmentationCode1
Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural NetworksCode1
ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot NavigationCode1
Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture RecognitionCode1
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese NetworkCode1
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture RecognitionCode1
Rank Pooling for Action RecognitionCode0
On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture RecognitionCode0
Open Source Dataset and Deep Learning Models for Online Digit Gesture Recognition on TouchscreensCode0
Neural Sign Language TranslationCode0
Online Recognition of Incomplete Gesture Data to Interface Collaborative RobotsCode0
Multivariate Time Series Classification with WEASEL+MUSECode0
MVTN: A Multiscale Video Transformer Network for Hand Gesture RecognitionCode0
A Generic Multi-modal Dynamic Gesture Recognition System using Machine LearningCode0
MMTM: Multimodal Transfer Module for CNN FusionCode0
Low-latency hand gesture recognition with a low resolution thermal imagerCode0
Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic samplingCode0
Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture RecognitionCode0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
Joint Skeletal and Semantic Embedding Loss for Micro-gesture ClassificationCode0
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted FeaturesCode0
Human Computer Interaction Using Marker Based Hand Gesture RecognitionCode0
Cloud Dictionary: Sparse Coding and Modeling for Point CloudsCode0
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal TrainingCode0
Learning Deep and Compact Models for Gesture RecognitionCode0
Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time WarpingCode0
Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case StudyCode0
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional ClassifierCode0
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal PolynomialsCode0
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network InferenceCode0
Bounded Future MS-TCN++ for surgical gesture recognitionCode0
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand HygieneCode0
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram EncoderCode0
GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model AgentsCode0
Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature FusionCode0
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in VideoCode0
Enhancing Micro Gesture Recognition for Emotion Understanding via Context-aware Visual-Text Contrastive LearningCode0
Intel RealSense Stereoscopic Depth CamerasCode0
BdSLW60: A Word-Level Bangla Sign Language DatasetCode0
AzSLD: Azerbaijani Sign Language Dataset for Fingerspelling, Word, and Sentence Translation with Baseline SoftwareCode0
Force myography benchmark data for hand gesture recognition and transfer learningCode0
Show:102550
← PrevPage 2 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