Keyword

gesture classification

Description: A computational task that assigns observed gestures to categories using features extracted from movement, images, or sensor signals.

Primary topic: Hand Gesture Recognition Systems (67%)

OpenAlex ID: keywords/gesture-classification

Vision-based hand pose estimation: A review

2007 · Ali Erol, George Bebis, et al. · Computer Vision and Image Understanding · 866

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

2016 · Pavlo Molchanov, Xiaodong Yang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 698

Hand Gesture Recognition Based on Computer Vision: A Review of Techniques

2020 · Munir Oudah, Ali Al-Naji, et al. · Journal of Imaging · 643

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A review of hand gesture and sign language recognition techniques

2017 · Ming Jin Cheok, Zaid Omar, et al. · International Journal of Machine Learning and Cybernetics · 602

Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning

2005 · S.C.W. Ong, S. Ranganath · IEEE Transactions on Pattern Analysis and Machine Intelligence · 562

Gesture recognition for human-robot collaboration: A review

2017 · Hongyi Liu, Lihui Wang · International Journal of Industrial Ergonomics · 423

Recognizing emotion from dance movement: comparison of spectator recognition and automated techniques

2003 · Antonio Camurri, Ingrid Lagerlöf, et al. · International Journal of Human-Computer Studies · 413

Hand gesture recognition with depth images: A review

2012 · Jesus Suarez, Robin R. Murphy · 393

EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition

2018 · Yifan Zhang, Congqi Cao, et al. · IEEE Transactions on Multimedia · 374

Deep learning in vision-based static hand gesture recognition

2016 · Oyebade K. Oyedotun, Adnan Khashman · Neural Computing and Applications · 371

Enabling always-available input with muscle-computer interfaces

2009 · T. Scott Saponas, Desney S. Tan, et al. · ACM Symposium on User Interface Software and Technology (UIST) · 331

Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks

2019 · Okan Kopuklu, Ahmet Gunduz, et al. · International Conference on Automatic Face and Gesture Recognition · 325

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Touché

2012 · Munehiko Sato, Ivan Poupyrev, et al. · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · 322

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition

2016 · Jun Wan, Stan Z. Li, et al. · IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 281

Gesture interaction in virtual reality

2019 · Yang LI, Jin HUANG, et al. · Virtual Reality & Intelligent Hardware · 278

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Demonstrating the feasibility of using forearm electromyography for muscle-computer interfaces

2008 · T Scott Saponas, Desney S. Tan, et al. · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · 277

Emerging Wearable Interfaces and Algorithms for Hand Gesture Recognition: A Survey

2021 · Shuo Jiang, Peiqi Kang, et al. · IEEE Reviews in Biomedical Engineering · 272

Computer vision-based hand gesture recognition for human-robot interaction: a review

2023 · Jing Qi, Li Ma, et al. · Complex & Intelligent Systems · 269

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Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review

2020 · Andrés Jaramillo-Yánez, Marco E. Benalcázar, et al. · Sensors · 259

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Multi-sensor system for driver's hand-gesture recognition

2015 · Pavlo Molchanov, Shalini Gupta, et al. · IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) · 243

Hand-Gesture Recognition Using Two-Antenna Doppler Radar With Deep Convolutional Neural Networks

2019 · Sruthy Skaria, Akram Al-Hourani, et al. · IEEE Sensors Journal · 242

Dynamic Hand Gesture Recognition With Leap Motion Controller

2016 · Wei Lu, Zheng Tong, et al. · IEEE Signal Processing Letters · 237

Gesture Recognition with a 3-D Accelerometer

2009 · Jiahui Wu, Gang Pan, et al. · Lecture notes in computer science · 214

A Fast Algorithm for Vision-Based Hand Gesture Recognition for Robot Control

2006 · A. Malima, E. Ozgur, et al. · 214

Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition

2016 · Abbas Rahimi, Simone Benatti, et al. · IEEE International Conference on Rebooting Computing (ICRC) · 191

Works count: 2,734

Citation count: 33,020