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 301350 of 572 papers

TitleStatusHype
Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition0
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection0
Unsupervised Domain Adaptation for RF-based Gesture Recognition0
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition0
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars0
A Technique for Classifying Static Gestures Using UWB Radar0
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories0
Vision-based Engagement Detection in Virtual Reality0
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar0
Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions0
Visual motion analysis of the player's finger0
ViT-ReT: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos0
WaveGlove: Transformer-based hand gesture recognition using multiple inertial sensors0
Weakly Supervised Recognition of Surgical Gestures0
What's the point? Frame-wise Pointing Gesture Recognition with Latent-Dynamic Conditional Random Fields0
Whose hand is this? Person Identification from Egocentric Hand Gestures0
Wi-Fi Sensing Tool Release: Gathering 802.11ax Channel State Information from a Commercial Wi-Fi Access Point0
Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction0
Gesture Recognition in Robotic Surgery: a Review0
Gesture Recognition Portfolios for Personalization0
Gesture Recognition using Reflected Visible and Infrared Light Wave Signals0
Gesture recognition with 60GHz 802.11 waveforms0
Gesture Recognition with a Focus on Important Actions by Using a Path Searching Method in Weighted Graph0
Gesture Recognition with a Skeleton-Based Keyframe Selection Module0
Gesture Recognition with Keypoint and Radar Stream Fusion for Automated Vehicles0
Gesture Recognition with mmWave Wi-Fi Access Points: Lessons Learned0
Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware0
GLADAS: Gesture Learning for Advanced Driver Assistance Systems0
Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification0
HAN: An Efficient Hierarchical Self-Attention Network for Skeleton-Based Gesture Recognition0
Hand1000: Generating Realistic Hands from Text with Only 1,000 Images0
Hand Gesture Classification Based on Forearm Ultrasound Video Snippets Using 3D Convolutional Neural Networks0
Hand Gesture Classification on Praxis Dataset: Trading Accuracy for Expense0
Hand Gesture Recognition Based on a Nonconvex Regularization0
Hand Gesture Recognition Based on Karhunen-Loeve Transform0
Hand Gesture Recognition based on Radar Micro-Doppler Signature Envelopes0
Hand Gesture Recognition for Contactless Device Control in Operating Rooms0
Hand Gesture Recognition Library0
Hand Gesture Recognition of Dumb Person Using one Against All Neural Network0
Hand Gesture Recognition through Reflected Infrared Light Wave Signals0
Hand gesture recognition using 802.11ad mmWave sensor in the mobile device0
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism0
Hand Gesture Recognition Using Ultrasonic Waves0
Hand Gesture Recognition with Leap Motion0
Hand Gesture Recognition with Two Stage Approach Using Transfer Learning and Deep Ensemble Learning0
Hand Hygiene Video Classification Based on Deep Learning0
HANDS18: Methods, Techniques and Applications for Hand Observation0
Hand Shape and Gesture Recognition using Multiscale Template Matching, Background Subtraction and Binary Image Analysis0
Hand Sign to Bangla Speech: A Deep Learning in Vision based system for Recognizing Hand Sign Digits and Generating Bangla Speech0
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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