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 526550 of 572 papers

TitleStatusHype
Recognizing Surgical Activities with Recurrent Neural NetworksCode0
Covariance of Motion and Appearance Featuresfor Spatio Temporal Recognition Tasks0
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network0
A Light-powered, Always-On, Smart Camera with Compressed Domain Gesture Detection0
Ecological Gestures for HRI: the GEE Corpus0
RGBD Datasets: Past, Present and Future0
Multi-velocity neural networks for gesture recognition in videos0
Deep video gesture recognition using illumination invariants0
Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference0
A simple technique for improving multi-class classification with neural networks0
A pragmatic approach to multi-class classification0
Rank Pooling for Action RecognitionCode0
What's the point? Frame-wise Pointing Gesture Recognition with Latent-Dynamic Conditional Random Fields0
Hand Gesture Recognition Library0
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in VideoCode0
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories0
ModDrop: adaptive multi-modal gesture recognition0
Real-Time System of Hand Detection And Gesture Recognition In Cyber Presence Interactive System For E-Learning0
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD0
Down-Sampling coupled to Elastic Kernel Machines for Efficient Recognition of Isolated Gestures0
Real-Time and Robust Method for Hand Gesture Recognition System Based on Cross-Correlation Coefficient0
Real-Time Human-Computer Interaction Based on Face and Hand Gesture Recognition0
Fingers' Angle Calculation using Level-Set Method0
Persistence-based Structural Recognition0
Gesture Recognition Portfolios for Personalization0
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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