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 201250 of 572 papers

TitleStatusHype
Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic DataCode0
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural NetworksCode1
Identity masking effectiveness and gesture recognition: Effects of eye enhancement in seeing through the mask0
Hand Gesture Recognition through Reflected Infrared Light Wave Signals0
Data-Free Class-Incremental Hand Gesture RecognitionCode1
Learning Robust Representations with Information Bottleneck and Memory Network for RGB-D-based Gesture Recognition0
Fast Learning of Dynamic Hand Gesture Recognition with Few-Shot Learning ModelsCode1
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery0
Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike TrainsCode1
Hand gesture recognition using 802.11ad mmWave sensor in the mobile device0
A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions0
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks0
HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information0
Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography0
MoRSE: Deep Learning-based Arm Gesture Recognition for Search and Rescue Operations0
STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural NetworksCode1
Online Training Through Time for Spiking Neural NetworksCode1
Bounded Future MS-TCN++ for surgical gesture recognitionCode0
Statistical Analysis of Time-Frequency Features Based On Multivariate Synchrosqueezing Transform for Hand Gesture Classification0
AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain Generalization0
Out-of-Distribution Representation Learning for Time Series ClassificationCode0
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar0
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors0
ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales0
ViT-ReT: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos0
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware0
Implementation Of Tiny Machine Learning Models On Arduino 33 BLE For Gesture And Speech Recognition0
The feasibility of Q-band millimeter wave on hand-gesture recognition for indoor FTTR scenario0
GesSure- A Robust Face-Authentication enabled Dynamic Gesture Recognition GUI Application0
SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human SensingCode2
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences0
Deep learning based Hand gesture recognition system and design of a Human-Machine Interface0
Real-Time Gesture Recognition with Virtual Glove Markers0
The Gesture Authoring Space: Authoring Customised Hand Gestures for Grasping Virtual Objects in Immersive Virtual Environments0
Literature on Hand GESTURE Recognition using Graph based methods0
State of the Art of Audio- and Video-Based Solutions for AAL0
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper0
Hands-on Wireless Sensing with Wi-Fi: A Tutorial0
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency ConsistencyCode2
HaGRID - HAnd Gesture Recognition Image DatasetCode2
Body Gesture Recognition to Control a Social Robot0
Efficient recurrent architectures through activity sparsity and sparse back-propagation through timeCode1
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 Classification0
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 Earpiece0
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars0
Efficient Gesture Recognition for the Assistance of Visually Impaired People using Multi-Head Neural Networks0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
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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