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

Showing 351375 of 572 papers

TitleStatusHype
Sensor fusion using EMG and vision for hand gesture classification in mobile applications0
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods0
Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference0
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty0
Short-Term Temporal Convolutional Networks for Dynamic Hand Gesture Recognition0
SHREC 2021: Track on Skeleton-based Hand Gesture Recognition in the Wild0
SimplyMime: A Control at Our Fingertips0
The feasibility of Q-band millimeter wave on hand-gesture recognition for indoor FTTR scenario0
Boosting Gesture Recognition with an Automatic Gesture Annotation Framework0
Simultaneous Segmentation and Recognition: Towards more accurate Ego Gesture Recognition0
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks0
Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks0
Contour Sparse Representation with SDD Features for Object Recognition0
SniffyArt: The Dataset of Smelling Persons0
SocialGesture: Delving into Multi-person Gesture Understanding0
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications0
Spatial-Temporal Attention Res-TCN for Skeleton-Based Dynamic Hand Gesture Recognition0
Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition0
State of the Art of Audio- and Video-Based Solutions for AAL0
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware0
Statistical Analysis of Time-Frequency Features Based On Multivariate Synchrosqueezing Transform for Hand Gesture Classification0
Statistical and Spatio-temporal Hand Gesture Features for Sign Language Recognition using the Leap Motion Sensor0
Stream State-tying for Sign Language Recognition0
Study and Survey on Gesture Recognition Systems0
SuperResolution Radar Gesture Recognitio0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TENNs-PLEIADESAccuracy (%)100Unverified
2mMND (BPTT)Accuracy (%)98Unverified
3EGRUAccuracy (%)97.8Unverified
4AlexNet+LSTMAccuracy (%)97.73Unverified
5S-TLLRAccuracy (%)97.72Unverified
6Event-SSMAccuracy (%)97.7Unverified
7STL-SNNAccuracy (%)97.22Unverified
8OTTTAccuracy (%)96.88Unverified
9STS-ResNetAccuracy (%)96.7Unverified
10mMND (STDP)Accuracy (%)96.6Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy97.1Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy97.1Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy96.8Unverified
#ModelMetricClaimedVerifiedStatus
13S Net TTMAccuracy92.08Unverified
#ModelMetricClaimedVerifiedStatus
13D-CNN + LSTMAccuracy93.2Unverified
#ModelMetricClaimedVerifiedStatus
13S Net TTMAccuracy39.95Unverified
#ModelMetricClaimedVerifiedStatus
1GesturePodReal World Accuracy92Unverified
#ModelMetricClaimedVerifiedStatus
1Temp Conv + LSTMError rate2.77Unverified
#ModelMetricClaimedVerifiedStatus
13S Net TTMAccuracy99.01Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy84.7Unverified
#ModelMetricClaimedVerifiedStatus
12SRNNAccuracy90.7Unverified
#ModelMetricClaimedVerifiedStatus
1PointLSTM14 gestures accuracy95.9Unverified