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 501–525 of 572 papers

TitleStatusHype
Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition—0
Complying with the EU AI Act: Innovations in Explainable and User-Centric Hand Gesture Recognition—0
Computational ergonomics for task delegation in Human-Robot Collaboration: spatiotemporal adaptation of the robot to the human through contactless gesture recognition—0
Computer Vision-Driven Gesture Recognition: Toward Natural and Intuitive Human-Computer—0
Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables—0
CONDUCT: An Expressive Conducting Gesture Dataset for Sound Control—0
Continuous Gesture Recognition from sEMG Sensor Data with Recurrent Neural Networks and Adversarial Domain Adaptation—0
Continuous Human Action Detection Based on Wearable Inertial Data—0
Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning—0
Control of Computer Pointer Using Hand Gesture Recognition in Motion Pictures—0
Convolutional Neural Network Array for Sign Language Recognition using Wearable IMUs—0
Covariance of Motion and Appearance Featuresfor Spatio Temporal Recognition Tasks—0
Cross-Language Transfer Learning using Visual Information for Automatic Sign Gesture Recognition—0
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition—0
CSI4Free: GAN-Augmented mmWave CSI for Improved Pose Classification—0
Data-Free Class Incremental Gesture Recognition via Synthetic Feature Sampling—0
Deciding of HMM parameters based on number of critical points for gesture recognition from motion capture data—0
Decoupled Representation Learning for Skeleton-Based Gesture Recognition—0
Deep Attention Network for Enhanced Hand Gesture Recognition System—0
Deep Learning with Energy-efficient Binary Gradient Cameras—0
DeepSORT-Driven Visual Tracking Approach for Gesture Recognition in Interactive Systems—0
Deep video gesture recognition using illumination invariants—0
Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System—0
Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition—0
DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding—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