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 501–510 of 572 papers

Title	Date	Tasks	Status	Hype
Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs	Jul 1, 2017	Activity RecognitionGesture Recognition	—Unverified	0
Static Gesture Recognition using Leap Motion	May 16, 2017	BIG-bench Machine LearningGesture Recognition	CodeCode Available	0
Intel RealSense Stereoscopic Depth Cameras	May 16, 2017	3D ReconstructionGesture Recognition	CodeCode Available	0
AirDraw: Leveraging Smart Watch Motion Sensors for Mobile Human Computer Interactions	May 7, 2017	Gesture Recognition	—Unverified	0
A Real-time Hand Gesture Recognition and Human-Computer Interaction System	Apr 24, 2017	Gesture RecognitionHand Detection	—Unverified	0
Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition	Apr 1, 2017	Gesture Recognition	—Unverified	0
Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons	Mar 8, 2017	AllClassification	—Unverified	0
Feasibility of Principal Component Analysis in hand gesture recognition system	Feb 23, 2017	Dimensionality ReductionFace Detection	—Unverified	0
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge	Feb 14, 2017	BenchmarkingFacial Action Unit Detection	—Unverified	0
High Performance Novel Skin Segmentation Algorithm for Images With Complex Background	Jan 19, 2017	Face DetectionFace Recognition	—Unverified	0

Show:10 25 50

← PrevPage 51 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