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

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Showing 401–450 of 572 papers

TitleStatusHype
TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks—0
T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis—0
Two-stream Fusion Model for Dynamic Hand Gesture Recognition using 3D-CNN and 2D-CNN Optical Flow guided Motion Template—0
UAC: Uncertainty-Aware Calibration of Neural Networks for Gesture Detection—0
UAV (Unmanned Aerial Vehicles): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking—0
Ultra-Range Gesture Recognition using a Web-Camera in Human-Robot Interaction—0
Understanding the hand-gestures using Convolutional Neural Networks and Generative Adversial Networks—0
Understanding WiFi Signal Frequency Features for Position-Independent Gesture Sensing—0
Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition—0
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection—0
Unsupervised Domain Adaptation for RF-based Gesture Recognition—0
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition—0
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars—0
A Technique for Classifying Static Gestures Using UWB Radar—0
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories—0
Vision-based Engagement Detection in Virtual Reality—0
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar—0
Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions—0
Visual motion analysis of the player's finger—0
ViT-ReT: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos—0
WaveGlove: Transformer-based hand gesture recognition using multiple inertial sensors—0
Weakly Supervised Recognition of Surgical Gestures—0
What's the point? Frame-wise Pointing Gesture Recognition with Latent-Dynamic Conditional Random Fields—0
Whose hand is this? Person Identification from Egocentric Hand Gestures—0
Wi-Fi Sensing Tool Release: Gathering 802.11ax Channel State Information from a Commercial Wi-Fi Access Point—0
Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition—0
Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition—0
GestARLite: An On-Device Pointing Finger Based Gestural Interface for Smartphones and Video See-Through Head-Mounts—0
Dynamic Gesture Recognition in Ultra-Range Distance for Effective Human-Robot Interaction—0
Prototype Learning for Micro-gesture Classification—0
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition—0
3D Hand Pose and Shape Estimation from RGB Images for Keypoint-Based Hand Gesture Recognition—0
A 5 μW Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing—0
Accessible Gesture-Driven Augmented Reality Interaction System—0
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks—0
A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces—0
A Critical Analysis on Machine Learning Techniques for Video-based Human Activity Recognition of Surveillance Systems: A Review—0
Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception—0
Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures—0
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing—0
A Dataset for Linguistic Understanding, Visual Evaluation, and Recognition of Sign Languages: The K-RSL—0
A Deep Learning Approach to Tongue Detection for Pediatric Population—0
A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning—0
A Diffusion-based Data Generator for Training Object Recognition Models in Ultra-Range Distance—0
Advanced Gesture Recognition in Autism: Integrating YOLOv7, Video Augmentation and VideoMAE for Video Analysis—0
Advancements in Tactile Hand Gesture Recognition for Enhanced Human-Machine Interaction—0
Adversary Helps: Gradient-based Device-Free Domain-Independent Gesture Recognition—0
A Dynamic Modelling Framework for Human Hand Gesture Task Recognition—0
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures—0
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD—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