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 101125 of 572 papers

TitleStatusHype
Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture RecognitionCode0
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal PolynomialsCode0
Bounded Future MS-TCN++ for surgical gesture recognitionCode0
GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model AgentsCode0
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network InferenceCode0
Context-Aware Predictive Coding: A Representation Learning Framework for WiFi SensingCode0
Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case StudyCode0
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in VideoCode0
BdSLW60: A Word-Level Bangla Sign Language DatasetCode0
AzSLD: Azerbaijani Sign Language Dataset for Fingerspelling, Word, and Sentence Translation with Baseline SoftwareCode0
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand HygieneCode0
Force myography benchmark data for hand gesture recognition and transfer learningCode0
Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time WarpingCode0
Joint Skeletal and Semantic Embedding Loss for Micro-gesture ClassificationCode0
Enhancing Micro Gesture Recognition for Emotion Understanding via Context-aware Visual-Text Contrastive LearningCode0
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram EncoderCode0
Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer ModuleCode0
SLRNet: A Real-Time LSTM-Based Sign Language Recognition SystemCode0
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate RepresentationCode0
Duo Streamers: A Streaming Gesture Recognition FrameworkCode0
Attention in Convolutional LSTM for Gesture RecognitionCode0
Duodepth: Static Gesture Recognition Via Dual Depth SensorsCode0
Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature FusionCode0
Deep Fisher Discriminant Learning for Mobile Hand Gesture RecognitionCode0
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural NetworksCode0
Show:102550
← PrevPage 5 of 23Next →

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