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 451–500 of 572 papers

TitleStatusHype
Pervasive Hand Gesture Recognition for Smartphones using Non-audible Sound and Deep Learning—0
Phase-driven Domain Generalizable Learning for Nonstationary Time Series—0
Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing—0
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors—0
Towards Open-Set Myoelectric Gesture Recognition via Dual-Perspective Inconsistency Learning—0
Principal motion components for gesture recognition using a single-example—0
ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition—0
Proofreading Human Translations with an E-pen—0
Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems—0
Radar-Based Recognition of Static Hand Gestures in American Sign Language—0
Real-Time and Continuous Hand Gesture Spotting: an Approach Based on Artificial Neural Networks—0
Real-Time and Robust Method for Hand Gesture Recognition System Based on Cross-Correlation Coefficient—0
Real-time Egocentric Gesture Recognition on Mobile Head Mounted Displays—0
Real-Time Gesture Recognition with Virtual Glove Markers—0
Real-Time Hand Gesture Identification in Thermal Images—0
Real-Time Human-Computer Interaction Based on Face and Hand Gesture Recognition—0
Real-time Indian Sign Language (ISL) Recognition—0
Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing—0
Real-time, low-cost multi-person 3D pose estimation—0
Real-Time Multimodal Signal Processing for HRI in RoboCup: Understanding a Human Referee—0
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper—0
Real-Time Radar-Based Gesture Detection and Recognition Built in an Edge-Computing Platform—0
Real-Time System of Hand Detection And Gesture Recognition In Cyber Presence Interactive System For E-Learning—0
Reasoning about Body-Parts Relations for Sign Language Recognition—0
ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales—0
Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery—0
Recognition and Synthesis of Object Transport Motion—0
Recognizing Complex Gestures on Minimalistic Knitted Sensors: Toward Real-World Interactive Systems—0
Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture Recognition—0
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery—0
Res3ATN -- Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos—0
Research on gesture recognition method based on SEDCNN-SVM—0
Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs—0
Resonate-and-Fire Spiking Neurons for Target Detection and Hand Gesture Recognition: A Hybrid Approach—0
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation—0
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis—0
Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning—0
RGBD Datasets: Past, Present and Future—0
Robust Gesture-Based Communication for Underwater Human-Robot Interaction in the context of Search and Rescue Diver Missions—0
Save Our Spectrum: Contact-Free Human Sensing Using Single Carrier Radio—0
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition—0
Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time WarpingCode0
GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model AgentsCode0
ConvMixFormer- A Resource-efficient Convolution Mixer for Transformer-based Dynamic Hand Gesture RecognitionCode0
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi SensingCode0
Attention in Convolutional LSTM for Gesture RecognitionCode0
Bounded Future MS-TCN++ for surgical gesture recognitionCode0
Low-latency hand gesture recognition with a low resolution thermal imagerCode0
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal AttentionCode0
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand HygieneCode0
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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