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 231–240 of 572 papers

Title	Date	Tasks	Status	Hype	Score
Gesture Recognition: Focus on the Hands	Jun 1, 2018	Gesture Recognition	—Unverified	0	0
Gesture Recognition for FMCW Radar on the Edge	Oct 13, 2023	Gesture Recognition	—Unverified	0	0
An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition	Aug 13, 2020	Gesture RecognitionHand Gesture Recognition	—Unverified	0	0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction	Aug 26, 2020	Binary ClassificationGeneral Classification	—Unverified	0	0
Event-based Action Recognition Using Timestamp Image Encoding Network	Sep 28, 2020	Action RecognitionGesture Recognition	—Unverified	0	0
Gesture Recognition in Robotic Surgery: a Review	Jan 29, 2021	Activity RecognitionArticles	—Unverified	0	0
Gesture Recognition Portfolios for Personalization	Jun 1, 2014	Gesture RecognitionHandwriting Recognition	—Unverified	0	0
Gesture Recognition using Reflected Visible and Infrared Light Wave Signals	Jul 16, 2020	Gesture RecognitionHand Gesture Recognition	—Unverified	0	0
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild	Mar 14, 2018	3D Face Reconstruction3D Reconstruction	—Unverified	0	0
ChaLearn Looking at People: A Review of Events and Resources	Jan 10, 2017	Gesture Recognition	—Unverified	0	0

Show:10 25 50

← PrevPage 24 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