SOTAVerified|Agents Browse Leaderboard About

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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 181–190 of 572 papers

Title	Date	Tasks	Status	Hype
Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition	May 1, 2023	Gesture RecognitionHand Gesture Recognition	CodeCode Available	1
SGED: A Benchmark dataset for Performance Evaluation of Spiking Gesture Emotion Recognition	Apr 28, 2023	Emotion RecognitionGesture Recognition	CodeCode Available	0
SimplyMime: A Control at Our Fingertips	Apr 22, 2023	Gesture RecognitionHand Gesture Recognition	—Unverified	0
A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces	Apr 21, 2023	EEGGesture Recognition	—Unverified	0
Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems	Apr 19, 2023	Gesture RecognitionStructural Health Monitoring	—Unverified	0
Deep Attention Network for Enhanced Hand Gesture Recognition System	Apr 15, 2023	Deep AttentionGesture Recognition	—Unverified	0
Online Recognition of Incomplete Gesture Data to Interface Collaborative Robots	Apr 13, 2023	Dimensionality ReductionGesture Recognition	CodeCode Available	0
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
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors	Apr 11, 2023	Gesture RecognitionHand Gesture Recognition	—Unverified	0
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM	Apr 10, 2023	CPUGesture Recognition	—Unverified	0

Show:10 25 50

← PrevPage 19 of 58Next →

All datasets DVS128 Gesture CapgMyo DB-a CapgMyo DB-b CapgMyo DB-c ChaLearn 2013 Chalearn 2014 ChaLearn 2016 GesturePod Montalbano MSRC-12 Ninapro DB-1 12 gestures Ninapro DB-1 8 gestures

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	TENNs-PLEIADES	Accuracy (%)	100	—	Unverified
2	mMND (BPTT)	Accuracy (%)	98	—	Unverified
3	EGRU	Accuracy (%)	97.8	—	Unverified
4	AlexNet+LSTM	Accuracy (%)	97.73	—	Unverified
5	S-TLLR	Accuracy (%)	97.72	—	Unverified
6	Event-SSM	Accuracy (%)	97.7	—	Unverified
7	STL-SNN	Accuracy (%)	97.22	—	Unverified
8	OTTT	Accuracy (%)	96.88	—	Unverified
9	STS-ResNet	Accuracy (%)	96.7	—	Unverified
10	mMND (STDP)	Accuracy (%)	96.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	97.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	97.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	96.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3S Net TTM	Accuracy	92.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3D-CNN + LSTM	Accuracy	93.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3S Net TTM	Accuracy	39.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GesturePod	Real World Accuracy	92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Temp Conv + LSTM	Error rate	2.77	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3S Net TTM	Accuracy	99.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	84.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	2SRNN	Accuracy	90.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PointLSTM	14 gestures accuracy	95.9	—	Unverified