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 271–280 of 572 papers

Title	Date	Tasks	Status	Hype
Open Access Dataset for Electromyography based Multi-code Biometric Authentication	Jan 4, 2022	Gesture Recognition	—Unverified	0
LD-ConGR: A Large RGB-D Video Dataset for Long-Distance Continuous Gesture Recognition	Jan 1, 2022	Gesture RecognitionSign Language Recognition	CodeCode Available	1
Continuous Human Action Detection Based on Wearable Inertial Data	Dec 11, 2021	Action DetectionGesture Recognition	—Unverified	0
You Can Wash Hands Better: Accurate Daily Handwashing Assessment with a Smartwatch	Dec 9, 2021	Action SegmentationGesture Recognition	CodeCode Available	0
Gesture Recognition with a Skeleton-Based Keyframe Selection Module	Dec 3, 2021	Gesture Recognition	—Unverified	0
WiFi-based Multi-task Sensing	Nov 26, 2021	Gesture RecognitionIndoor Localization	CodeCode Available	1
Unsupervised Domain Adaptation for RF-based Gesture Recognition	Nov 20, 2021	Data AugmentationDomain Adaptation	—Unverified	0
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation	Nov 11, 2021	3D Hand Pose EstimationGesture Recognition	—Unverified	0
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal	Nov 11, 2021	Data AugmentationGesture Recognition	CodeCode Available	1
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces	Oct 31, 2021	Gesture RecognitionKinship Verification	CodeCode Available	1

Show:10 25 50

← PrevPage 28 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