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 251–300 of 572 papers

TitleStatusHype
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery—0
Hand gesture recognition using 802.11ad mmWave sensor in the mobile device—0
A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions—0
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks—0
HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information—0
Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography—0
MoRSE: Deep Learning-based Arm Gesture Recognition for Search and Rescue Operations—0
Bounded Future MS-TCN++ for surgical gesture recognitionCode0
Statistical Analysis of Time-Frequency Features Based On Multivariate Synchrosqueezing Transform for Hand Gesture Classification—0
AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain Generalization—0
Out-of-Distribution Representation Learning for Time Series Classification—0
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar—0
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors—0
ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales—0
ViT-ReT: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos—0
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware—0
Implementation Of Tiny Machine Learning Models On Arduino 33 BLE For Gesture And Speech Recognition—0
The feasibility of Q-band millimeter wave on hand-gesture recognition for indoor FTTR scenario—0
GesSure- A Robust Face-Authentication enabled Dynamic Gesture Recognition GUI Application—0
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences—0
Deep learning based Hand gesture recognition system and design of a Human-Machine Interface—0
Real-Time Gesture Recognition with Virtual Glove Markers—0
The Gesture Authoring Space: Authoring Customised Hand Gestures for Grasping Virtual Objects in Immersive Virtual Environments—0
Literature on Hand GESTURE Recognition using Graph based methods—0
State of the Art of Audio- and Video-Based Solutions for AAL—0
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper—0
Hands-on Wireless Sensing with Wi-Fi: A Tutorial—0
Body Gesture Recognition to Control a Social Robot—0
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural NetworksCode0
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture RecognitionCode0
Low Power Neuromorphic EMG Gesture Classification—0
Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture RecognitionCode0
HeadText: Exploring Hands-free Text Entry using Head Gestures by Motion Sensing on a Smart Earpiece—0
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars—0
Efficient Gesture Recognition for the Assistance of Visually Impaired People using Multi-Head Neural Networks—0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning—0
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition—0
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition—0
Passive Motion Detection via mmWave Communication System—0
TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography—0
Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based 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
A Novel Hand Gesture Detection and Recognition system based on ensemble-based Convolutional Neural Network—0
Statistical and Spatio-temporal Hand Gesture Features for Sign Language Recognition using the Leap Motion Sensor—0
Hand Gesture Recognition of Dumb Person Using one Against All Neural Network—0
Head and eye egocentric gesture recognition for human-robot interaction using eyewear cameras—0
Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing—0
Open Access Dataset for Electromyography based Multi-code Biometric Authentication—0
Continuous Human Action Detection Based on Wearable Inertial Data—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