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 326350 of 572 papers

TitleStatusHype
A Two-stream Neural Network for Pose-based Hand Gesture Recognition0
Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture Recognition0
A novel shape matching descriptor for real-time hand gesture recognition0
Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip DetectionCode1
Control of Computer Pointer Using Hand Gesture Recognition in Motion Pictures0
Continuous Gesture Recognition from sEMG Sensor Data with Recurrent Neural Networks and Adversarial Domain Adaptation0
Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems0
T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis0
CGAP2: Context and gap aware predictive pose framework for early detection of gestures0
Whose hand is this? Person Identification from Egocentric Hand Gestures0
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography0
Multi-modal Fusion for Single-Stage Continuous Gesture Recognition0
Understanding the hand-gestures using Convolutional Neural Networks and Generative Adversial Networks0
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery0
A Dataset for Linguistic Understanding, Visual Evaluation, and Recognition of Sign Languages: The K-RSL0
One-Shot Federated Learning with Neuromorphic Processors0
Multimodal and self-supervised representation learning for automatic gesture recognition in surgical robotics0
Hybrid Backpropagation Parallel Reservoir Networks0
Temporal Binary Representation for Event-Based Action RecognitionCode0
A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures0
A Prototype-Based Generalized Zero-Shot Learning Framework for Hand Gesture Recognition0
Event-based Action Recognition Using Timestamp Image Encoding Network0
Recognition and Synthesis of Object Transport Motion0
A Deep Learning Approach to Tongue Detection for Pediatric Population0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction0
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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