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 126–150 of 572 papers

TitleStatusHype
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition FrameworkCode0
Efficient Gesture Recognition on Spiking Convolutional Networks Through Sensor Fusion of Event-Based and Depth Data—0
Boosting Gesture Recognition with an Automatic Gesture Annotation Framework—0
Towards Open-World Gesture Recognition—0
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation—0
A multimodal gesture recognition dataset for desktop human-computer interaction—0
Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets—0
ICI-Free Channel Estimation and Wireless Gesture Recognition Based on Cellular Signals—0
EMG subspace alignment and visualization for cross-subject hand gesture classification—0
Language Modeling on a SpiNNaker 2 Neuromorphic Chip—0
Interpretable Underwater Diver Gesture Recognition—0
Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing—0
Towards Open-set Gesture Recognition via Feature Activation Enhancement and Orthogonal Prototype Learning—0
Study and Survey on Gesture Recognition Systems—0
Ultra-Range Gesture Recognition using a Web-Camera in Human-Robot Interaction—0
SniffyArt: The Dataset of Smelling Persons—0
Improving Unimodal Inference with Multimodal Transformers—0
CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture RecognitionCode1
Hand Gesture Classification on Praxis Dataset: Trading Accuracy for Expense—0
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram EncoderCode0
GRLib: An Open-Source Hand Gesture Detection and Recognition Python LibraryCode1
Delayed Memory Unit: Modelling Temporal Dependency Through Delay GateCode0
A Technique for Classifying Static Gestures Using UWB Radar—0
GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model AgentsCode0
Gesture Recognition for FMCW Radar on the Edge—0
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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