collecting related resources of gesture recognition here.
- 【wiki】Gesture_recognition
- 【challenges related to gesture recognition】chalearn old website; chalearn new website
- 【hand pose estimation/tracking】xinghaochen/awesome-hand-pose-estimation
- Robust hand gesture recognition for robotic hand control
- Gesture recognition : principles, techniques and applications
- Ahmed Ben Jmaa, Walid Mahdi, Yousra Ben Jemaa, Abdelmajid Ben Hamadou .A new approach for digit recognition based on hand gesture analysis .[J] arXiv preprint arXiv:0906.05039.
- Kazumoto Tanaka. Gesture Recognition with a Focus on Important Actions by Using a Path Searching Method in Weighted Graph[J]. arXiv preprint arXiv:0912.01830
- Supriya Kapoor, Shruti Khanna, Rahul Bhatia. Facial Gesture Recognition Using Correlation And Mahalanobis Distance[J]. arXiv preprint arXiv:1003.01819
- Harshith C, Karthik R. Shastry, Manoj Ravindran, M.V.V.N.S. Srikanth, Naveen Lakshmikhanth. Survey on Various Gesture Recognition Techniques for Interfacing Machines Based on Ambient Intelligence[J]. arXiv preprint arXiv:1012.00084
- Michał Cholewa, Przemysław Głomb. Deciding of HMM parameters based on number of critical points for gesture recognition from motion capture data[J]. arXiv preprint arXiv:1110.06287
- 【survery】Vision based hand gesture recognition for human computer interaction: a survey
- Rivindu Perera. Education for All: Remote testing system with gesture recognition and recording[J]. arXiv preprint arXiv:1211.04226
- Firoj Parwej .English Sentence Recognition using Artificial Neural Network through Mouse-based Gestures .[J] arXiv preprint arXiv:1301.04659.
- Ankit Chaudhary, J. L. Raheja, Karen Das, Sonia Raheja .Intelligent Approaches to interact with Machines using Hand Gesture Recognition in Natural way: A Survey .[J] arXiv preprint arXiv:1303.02292.
- Andres Sanin, Conrad Sanderson, Mehrtash T. Harandi, Brian C. Lovell .Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition .[J] arXiv preprint arXiv:1303.06021.
- Joyeeta Singha, Karen Das. Hand Gesture Recognition Based on Karhunen-Loeve Transform[J]. arXiv preprint arXiv:1306.02599
- Parimita Saikia, Karen Das. Head Gesture Recognition using Optical Flow based Classification with Reinforcement of GMM based Background Subtraction[J]. arXiv preprint arXiv:1308.00890
- Pedro Neto, Norberto Pires, Paulo Moreira .High-level programming and control for industrial robotics: using a hand-held accelerometer-based input device for gesture and posture recognition .[J] arXiv preprint arXiv:1309.02093.
- Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Jun Wan. Principal motion components for gesture recognition using a single-example[J]. arXiv preprint arXiv:1310.04822
- Jakub Konečný, Michal Hagara. One-Shot-Learning Gesture Recognition using HOG-HOF Features[J]. arXiv preprint arXiv:1312.04190
- Rachit Puri. Gesture recognition based mouse events[J]. arXiv preprint arXiv:1401.02058
- Stefano Piana, Alessandra Staglianò, Francesca Odone, Alessandro Verri, Antonio Camurri .Real-time Automatic Emotion Recognition from Body Gestures .[J] arXiv preprint arXiv:1402.05047.
- Jacob Grosek, J. Nathan Kutz .Selecting a Small Set of Optimal Gestures from an Extensive Lexicon .[J] arXiv preprint arXiv:1404.07594.
- Reza Azad, Babak Azad, Nabil Belhaj Khalifa, Shahram Jamali .Real-Time Human-Computer Interaction Based on Face and Hand Gesture Recognition .[J] arXiv preprint arXiv:1408.01549.
- Reza Azad, Babak Azad, Iman Tavakoli Kazerooni. Real-Time and Robust Method for Hand Gesture Recognition System Based on Cross-Correlation Coefficient[J]. arXiv preprint arXiv:1408.01759
- Pierre-François Marteau (IRISA), Sylvie Gibet (IRISA), Clement Reverdy (IRISA) .Down-Sampling coupled to Elastic Kernel Machines for Efficient Recognition of Isolated Gestures .[J] arXiv preprint arXiv:1408.03944.
- Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera. A Gesture Recognition System for Detecting Behavioral Patterns of ADHD[J]. arXiv preprint arXiv:1410.04485
- Sandeep Vasave, Amol Plave. Study of Gesture Recognition methods and augmented reality[J]. arXiv preprint arXiv:1411.05137
- Rajalakshmi Nandakumar, Bryce Kellogg, Shyamnath Gollakota. Wi-Fi Gesture Recognition on Existing Devices[J]. arXiv preprint arXiv:1411.05394
- Natalia Neverova, Christian Wolf, Graham W. Taylor, Florian Nebout. ModDrop: adaptive multi-modal gesture recognition[J]. arXiv preprint arXiv:1501.00102
- Heba Abdelnasser, Moustafa Youssef, Khaled A. Harras. WiGest: A Ubiquitous WiFi-based Gesture Recognition System[J]. arXiv preprint arXiv:1501.04301
- Moustafa Meshry, Mohamed E. Hussein, Marwan Torki .Linear-time Online Action Detection From 3D Skeletal Data Using Bags of Gesturelets .[J] arXiv preprint arXiv:1502.01228.
- Bousaaid Mourad, Ayaou Tarik, Afdel Karim, Estraillier Pascal. Real-Time System of Hand Detection And Gesture Recognition In Cyber Presence Interactive System For E-Learning[J]. arXiv preprint arXiv:1502.07243
- Lionel Pigou, A ron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre. Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video[J]. arXiv preprint arXiv:1506.01911
- Ali Boyali .Spectral Collaborative Representation based Classification for Hand Gestures recognition on Electromyography Signals .[J] arXiv preprint arXiv:1506.08006.
- Jonathan Fidelis Paul, Dibyabiva Seth, Cijo Paul, Jayati Ghosh Dastidar. Hand Gesture Recognition Library[J]. arXiv preprint arXiv:1507.05243
- Christian Wittner, Boris Schauerte, Rainer Stiefelhagen. What's the point? Frame-wise Pointing Gesture Recognition with Latent-Dynamic Conditional Random Fields[J]. arXiv preprint arXiv:1510.05879
- Ali Boyali, Naohisa Hashimoto, Manolya Kavakli .Continuous and Simultaneous Gesture and Posture Recognition for Commanding a Robotic Wheelchair; Towards Spotting the Signal Patterns .[J] arXiv preprint arXiv:1512.00622.
- Otkrist Gupta, Dan Raviv, Ramesh Raskar. Deep video gesture recognition using illumination invariants[J]. arXiv preprint arXiv:1603.06531
- Otkrist Gupta, Dan Raviv, Ramesh Raskar. Multi-velocity neural networks for gesture recognition in videos[J]. arXiv preprint arXiv:1603.06829
- Anvesha A, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury .A Light-powered, Always-On, Smart Camera with Compressed Domain Gesture Detection .[J] arXiv preprint arXiv:1605.08313.
- Sayem Mohammad Siam, Jahidul Adnan Sakel, Md. Hasanul Kabir. Human Computer Interaction Using Marker Based Hand Gesture Recognition[J]. arXiv preprint arXiv:1606.07247
- Eriglen Gani, Alda Kika .Albanian Sign Language (AlbSL) Number Recognition from Both Hand's Gestures Acquired by Kinect Sensors .[J] arXiv preprint arXiv:1608.02991.
- Sungho Shin, Wonyong Sung. Dynamic Hand Gesture Recognition for Wearable Devices with Low Complexity Recurrent Neural Networks[J]. arXiv preprint arXiv:1608.04080
- Pichao Wang, Wanqing Li, Song Liu, Yuyao Zhang, Zhimin Gao, Philip Ogunbona. Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks[J]. arXiv preprint arXiv:1608.06338
- Ebrahim Nasr-Esfahani, Nader Karimi, S.M. Reza Soroushmehr, M. Hossein Jafari, M. Amin Khorsandi, Shadrokh Samavi, Kayvan Najarian. Hand Gesture Recognition for Contactless Device Control in Operating Rooms[J]. arXiv preprint arXiv:1611.04138
- Jiali Duan, Shuai Zhou, Jun Wan, Xiaoyuan Guo, Stan Z. Li. Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition[J]. arXiv preprint arXiv:1611.06689
- Pierre-François Marteau (EXPRESSION), Sylvie Gibet (EXPRESSION), Clément Reverdy (EXPRESSION) .Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures .[J] arXiv preprint arXiv:1611.07781.
- Yubo Zhang, Vishnu Naresh Boddeti, Kris M. Kitani .Gesture-based Bootstrapping for Egocentric Hand Segmentation .[J] arXiv preprint arXiv:1612.02889.
- Pichao Wang, Wanqing Li, Song Liu, Zhimin Gao, Chang Tang, Philip Ogunbona. Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks[J]. arXiv preprint arXiv:1701.01814
- Maria Cabrera, Keisha Novak, Daniel Foti, Richard Voyles, Juan Wachs .What makes a gesture a gesture? Neural signatures involved in gesture recognition .[J] arXiv preprint arXiv:1701.05921.
- Maria Cabrera, Richard Voyles, Juan Wachs. Coherency in One-Shot Gesture Recognition[J]. arXiv preprint arXiv:1701.05924
- Tanu Srivastava, Raj Shree Singh, Sunil Kumar, Pavan Chakraborty. Feasibility of Principal Component Analysis in hand gesture recognition system[J]. arXiv preprint arXiv:1702.07371
- Guido Borghi, Roberto Vezzani, Rita Cucchiara. Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons[J]. arXiv preprint arXiv:1703.02931
- Manoel Horta Ribeiro, Bruno Teixeira, Antnio Otvio Fernandes, Wagner Meira Jr., Erickson R. Nascimento. Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition[J]. arXiv preprint arXiv:1704.00180
- Pei Xu. A Real-time Hand Gesture Recognition and Human-Computer Interaction System[J]. arXiv preprint arXiv:1704.07296
- Babak Toghiani-Rizi, Christofer Lind, Maria Svensson, Marcus Windmark. Static Gesture Recognition using Leap Motion[J]. arXiv preprint arXiv:1705.05884
- Hemanth Venkateswara, Vineeth N. Balasubramanian, Prasanth Lade, Sethuraman Panchanathan .Multiresolution Match Kernels for Gesture Video Classification .[J] arXiv preprint arXiv:1706.07530.
- Divya Shah, Ernesto Denicia, Tiago Pimentel, Barbara Bruno, Fulvio Mastrogiovanni .Detection of bimanual gestures everywhere: why it matters, what we need and what is missing .[J] arXiv preprint arXiv:1707.02605.
- Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han. Deep Fisher Discriminant Learning for Mobile Hand Gesture Recognition[J]. arXiv preprint arXiv:1707.03692
- Jingbo Zhao, Robert S. Allison. Real-Time Head Gesture Recognition on Head-Mounted Displays using Cascaded Hidden Markov Models[J]. arXiv preprint arXiv:1707.06691
- Mohamed Abudulaziz Ali Haseeb, Ramviyas Parasuraman. Wisture: RNN-based Learning of Wireless Signals for Gesture Recognition in Unmodified Smartphones[J]. arXiv preprint arXiv:1707.08569
- Xinghao Chen, Hengkai Guo, Guijin Wang, Li Zhang. Motion Feature Augmented Recurrent Neural Network for Skeleton-based Dynamic Hand Gesture Recognition[J]. arXiv preprint arXiv:1708.03278
- Vandit Gajjar, Viraj Mavani, Ayesha Gurnani .Hand Gesture Real Time Paint Tool - Box .[J] arXiv preprint arXiv:1709.00727.
- Philip J. Corr, Guenole C. Silvestre, Chris J. Bleakley .Open Source Dataset and Deep Learning Models for Online Digit Gesture Recognition on Touchscreens .[J] arXiv preprint arXiv:1709.06871.
- Helen L Bear .Visual gesture variability between talkers in continuous visual speech .[J] arXiv preprint arXiv:1710.01297.
- Vivek Bheda, Dianna Radpour. Using Deep Convolutional Networks for Gesture Recognition in American Sign Language[J]. arXiv preprint arXiv:1710.06836
- Mohammed H. AlSharif, Mohamed Saad, Tareq Y. Al-Naffouri. Hand Gesture Recognition Using Ultrasonic Waves[J]. arXiv preprint arXiv:1710.08623
- Diman Zad Tootaghaj, Adrian Sampson, Todd Mytkowicz, Kathryn S McKinley. High Five: Improving Gesture Recognition by Embracing Uncertainty[J]. arXiv preprint arXiv:1710.09441
- Jiajun Zhang, Zhiguo Shi. Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System[J]. arXiv preprint arXiv:1711.01968
- Jiajun Zhang, Jinkun Tao, Jiangtao Huangfu, Zhiguo Shi. Doppler-Radar Based Hand Gesture Recognition System Using Convolutional Neural Networks[J]. arXiv preprint arXiv:1711.02254
- Youchen Du, Shenglan Liu, Lin Feng, Menghui Chen, Jie Wu. Hand Gesture Recognition with Leap Motion[J]. arXiv preprint arXiv:1711.04293
- Yu Sang, Laixi Shi, Yimin Liu. Micro Hand Gesture Recognition System Using Ultrasonic Active Sensing[J]. arXiv preprint arXiv:1712.00216
- Rohit Pandey, Marie White, Pavel Pidlypenskyi, Xue Wang, Christine Kaeser-Chen. Real-time Egocentric Gesture Recognition on Mobile Head Mounted Displays[J]. arXiv preprint arXiv:1712.04961
- Koustav Mullick, Anoop M. Namboodiri. Learning Deep and Compact Models for Gesture Recognition[J]. arXiv preprint arXiv:1712.10136
- Justus Thies, Michael Zollhöfer, Matthias Nießner .IMU2Face: Real-time Gesture-driven Facial Reenactment .[J] arXiv preprint arXiv:1801.01446.
- Fatemeh Noroozi, Ciprian Adrian Corneanu, Dorota Kamińska, Tomasz Sapiński, Sergio Escalera, Gholamreza Anbarjafari. Survey on Emotional Body Gesture Recognition[J]. arXiv preprint arXiv:1801.07481
- Ali Moin, Andy Zhou, Abbas Rahimi, Simone Benatti, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred Burghardt, Luca Benini, Ana C. Arias, Jan M. Rabaey. An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier[J]. arXiv preprint arXiv:1802.10237
- Danilo Avola, Marco Bernardi, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni. Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition[J]. arXiv preprint arXiv:1803.10435
- Okan Köpüklü, Neslihan Köse, Gerhard Rigoll .Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition .[J] arXiv preprint arXiv:1804.07187.
- Joshua Owoyemi, Koichi Hashimoto .Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data .[J] arXiv preprint arXiv:1804.08859.
- Duygu Sarikaya, Khurshid A. Guru, Jason J. Corso .Joint Surgical Gesture and Task Classification with Multi-Task and Multimodal Learning .[J] arXiv preprint arXiv:1805.00721.
- Amirhossein Dadashzadeh, Alireza Tavakoli Targhi, Maryam Tahmasbi .HGR-Net: A Two-stage Convolutional Neural Network for Hand Gesture Segmentation and Recognition .[J] arXiv preprint arXiv:1806.05653.
- Daochang Liu, Tingting Jiang .Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification .[J] arXiv preprint arXiv:1806.08089.
- Adam Hartwell, Visakan Kadirkamanathan, Sean R Anderson .Compact Deep Neural Networks for Computationally Efficient Gesture Classification From Electromyography Signals .[J] arXiv preprint arXiv:1806.08641.
- Duo Lu, Dijiang Huang .FMCode: A 3D In-the-Air Finger Motion Based User Login Framework for Gesture Interface .[J] arXiv preprint arXiv:1808.00130.
- Hao Tang, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe .GestureGAN for Hand Gesture-to-Gesture Translation in the Wild .[J] arXiv preprint arXiv:1808.04859.
- Tejo Chalasani, Jan Ondrej, Aljosa Smolic .Egocentric Gesture Recognition for Head-Mounted AR devices .[J] arXiv preprint arXiv:1808.05380.
- Gautham Krishna G, Karthik Subramanian Nathan, Yogesh Kumar B, Ankith A Prabhu, Ajay Kannan, Vineeth Vijayaraghavan .A Generic Multi-modal Dynamic Gesture Recognition System using Machine Learning .[J] arXiv preprint arXiv:1809.05839.
- Zhishuai Han, Xiaojuan Ban, Xiaokun Wang, Di wu .Robust and customized methods for real-time hand gesture recognition under object-occlusion .[J] arXiv preprint arXiv:1809.05911.
- Alessandro Carfi, Carola Motolese, Barbara Bruno, Fulvio Mastrogiovanni .Online Human Gesture Recognition using Recurrent Neural Networks and Wearable Sensors .[J] arXiv preprint arXiv:1810.11297.
- Mehran Maghoumi, Joseph J. LaViola Jr .DeepGRU: Deep Gesture Recognition Utility .[J] arXiv preprint arXiv:1810.12514.
- Chenyang Li, Xin Zhang, Lufan Liao, Lianwen Jin, Weixin Yang .Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module .[J] arXiv preprint arXiv:1811.07081.
- Jean-Matthieu Maro, Ryad Benosman .Event-based Gesture Recognition with Dynamic Background Suppression using Smartphone Computational Capabilities .[J] arXiv preprint arXiv:1811.07802.
- K. Manikandan, Ayush Patidar, Pallav Walia, Aneek Barman Roy .Hand Gesture Detection and Conversion to Speech and Text .[J] arXiv preprint arXiv:1811.11997.
- Moeness G. Amin, Zhengxin Zeng, Tao Shan .Hand Gesture Recognition based on Radar Micro-Doppler Signature Envelopes .[J] arXiv preprint arXiv:1811.12467.
- Dong Ma, Guohao Lan, Mahbub Hassan, Wen Hu, Mushfika B. Upama, Ashraf Uddin, Moustafa Youssef .SolarGest: Ubiquitous and Battery-free Gesture Recognition using Solar Cells .[J] arXiv preprint arXiv:1812.01766.
- Yiru Shen, Eric Muth, Adam Hoover .The Impact of Quantity of Training Data on Recognition of Eating Gestures .[J] arXiv preprint arXiv:1812.04513.
- Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel .Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training .[J] arXiv preprint arXiv:1812.06145.
- Can Liu, Shridatt Sugrim, Gradeigh D. Clark, Janne Lindqvist .Quantifying the Security of Recognition Passwords: Gestures and Signatures .[J] arXiv preprint arXiv:1812.09410.
- Biswarup Ganguly, Amit Konar .Kinect Sensor Based Gesture Recognition for Surveillance Application .[J] arXiv preprint arXiv:1812.09595.
- Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, George Alexandrov, Alisha Menon, Senam Tamakloe, Jonathan Ting, Natasha Yamamoto, Yasser Khan, Fred Burghardt, Ana C. Arias, Luca Benini, Jan M. Rabaey .Adaptive EMG-based hand gesture recognition using hyperdimensional computing .[J] arXiv preprint arXiv:1901.00234.
- 【Dataset】Asanka G Perera, Yee Wei Law, Javaan Chahl .UAV-GESTURE: A Dataset for UAV Control and Gesture Recognition .[J] arXiv preprint arXiv:1901.02602.
- Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe .Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion .[J] arXiv preprint arXiv:1901.04622.
- István Ketykó, Ferenc Kovács, Krisztián Zsolt Varga .Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks .[J] arXiv preprint arXiv:1901.06958.
- Okan Köpüklü, Ahmet Gunduz, Neslihan Kose, Gerhard Rigoll .Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks .[J] arXiv preprint arXiv:1901.10323.
- Shaojie Xu, Anvesha Amaravati, Justin Romberg, Arijit Raychowdhury .Appearance-based Gesture recognition in the compressed domain .[J] arXiv preprint arXiv:1903.00100.
- Vasileios Sideridis, Andrew Zacharakis, George Tzagkarakis, Maria Papadopouli .GestureKeeper: Gesture Recognition for Controlling Devices in IoT Environments .[J] arXiv preprint arXiv:1903.06643.
- Waseem Abbas, David Masip Rodo .Locomotion and gesture tracking in mice and small animals for neurosceince applications: A survey .[J] arXiv preprint arXiv:1903.10422.