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 351–400 of 572 papers

TitleStatusHype
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture RecognitionCode1
An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition—0
Online Few-shot Gesture Learning on a Neuromorphic Processor—0
Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural NetworksCode1
Towards Efficient Coarse-to-Fine Networks for Action and Gesture Recognition—0
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis—0
Traffic Control Gesture Recognition for Autonomous VehiclesCode1
Force myography benchmark data for hand gesture recognition and transfer learningCode0
ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor dataCode1
CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition—0
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory—0
Gesture Recognition for Initiating Human-to-Robot HandoversCode1
Two-stream Fusion Model for Dynamic Hand Gesture Recognition using 3D-CNN and 2D-CNN Optical Flow guided Motion Template—0
Gesture Recognition using Reflected Visible and Infrared Light Wave Signals—0
Symmetric Dilated Convolution for Surgical Gesture RecognitionCode0
Exploiting the Logits: Joint Sign Language Recognition and Spell-Correction—0
Survey on the Analysis and Modeling of Visual Kinship: A Decade in the MakingCode1
TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition with Short Range RadarsCode0
Duodepth: Static Gesture Recognition Via Dual Depth SensorsCode0
Object recognition through pose and shape estimation—0
sEMG Gesture Recognition with a Simple Model of AttentionCode1
An Efficient PointLSTM for Point Clouds Based Gesture RecognitionCode1
Decoupled Representation Learning for Skeleton-Based Gesture Recognition—0
Invariant 3D Shape Recognition using Predictive Modular Neural Networks—0
Feature selection for gesture recognition in Internet-of-Things for healthcare—0
Real-Time Radar-Based Gesture Detection and Recognition Built in an Edge-Computing Platform—0
An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic ProcessorCode1
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and DifferencesCode1
Optimised Preprocessing for Automatic Mouth Gesture Classification—0
An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition—0
TheRuSLan: Database of Russian Sign Language—0
Low-latency hand gesture recognition with a low resolution thermal imagerCode0
Convolutional Neural Network Array for Sign Language Recognition using Wearable IMUs—0
IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture RecognitionCode1
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture RecognitionCode1
Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables—0
ASL Recognition with Metric-Learning based Lightweight Network—0
Adversary Helps: Gradient-based Device-Free Domain-Independent Gesture Recognition—0
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition—0
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction—0
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection—0
FineHand: Learning Hand Shapes for American Sign Language Recognition—0
Facial Expression Phoenix (FePh): An Annotated Sequenced Dataset for Facial and Emotion-Specified Expressions in Sign Language—0
ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot NavigationCode1
Gesture recognition with 60GHz 802.11 waveforms—0
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search—0
A Probabilistic Modeling Approach to One-Shot Gesture Recognition—0
Recognizing Families In the Wild: White Paper for the 4th Edition Data ChallengeCode1
Emotion Recognition for In-the-wild Videos—0
Multi-Label Class Balancing Algorithm for Action Unit Detection—0
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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