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 276300 of 572 papers

TitleStatusHype
WiFi-based Multi-task SensingCode1
Unsupervised Domain Adaptation for RF-based Gesture Recognition0
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation0
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave SignalCode1
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from FacesCode1
Multi-Task and Multi-Modal Learning for RGB Dynamic Gesture Recognition0
On-device Real-time Hand Gesture Recognition0
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism0
Real-time, low-cost multi-person 3D pose estimation0
A manifold learning approach for gesture recognition from micro-Doppler radar measurements0
DIVERSIFY to Generalize: Learning Generalized Representations for Time Series Classification0
Encoding Event-Based Gesture Data With a Hybrid SNN Guided Variational Auto-encoder0
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods0
3D Hand Pose and Shape Estimation from RGB Images for Keypoint-Based Hand Gesture Recognition0
Natural Typing Recognition via Surface Electromyography0
Dynamic Gesture Recognition0
KNN Learning Techniques for Proportional Myocontrol in Prosthetics0
Neural Network Based Lidar Gesture Recognition for Realtime Robot Teleoperation0
Integrating Sensing and Communication in Cellular Networks via NR Sidelink0
Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds0
Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand HygieneCode0
LIGAR: Lightweight General-purpose Action Recognition0
Real-time Indian Sign Language (ISL) Recognition0
Hand Hygiene Video Classification Based on Deep Learning0
MotionInput v2.0 supporting DirectX: A modular library of open-source gesture-based machine learning and computer vision methods for interacting and controlling existing software with a webcam0
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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