Most-cited papers on Hand Gesture Recognition

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Vision based hand gesture recognition for human computer interaction: a survey

   2012 · Artificial Intelligence Review · Rautaray, Siddharth Swarup, Agrawal, Anupam

   1,516 cited

2. Robust Part-Based Hand Gesture Recognition Using Kinect Sensor

   2013 · IEEE Transactions on Multimedia · Ren, Zhou, Yuan, Junsong, Meng, Jingjing et al.

   754 cited

3. A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition

   2020 · Nature Electronics · Moin, Ali, Zhou, Andy, Rahimi, Abbas et al.

   656 cited

4. Max-pooling convolutional neural networks for vision-based hand gesture recognition

   2011 · Nagi, Jawad, Ducatelle, Frederick, Di, Gianni A. et al.

   647 cited

5. A Framework for Hand Gesture Recognition Based on Accelerometer and EMG Sensors

   2011 · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · Zhang, Xu, Chen, Xiang, Li, Yun et al.

   604 cited

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

   2020 · Journal of Imaging · Oudah, Munir, Al‐Naji, Ali, Chahl, Javaan

   600 cited

7. A review of hand gesture and sign language recognition techniques

   2017 · International Journal of Machine Learning and Cybernetics · Cheok, Ming Jin, Omar, Zaid, Jaward, Mohamed Hisham

   583 cited

8. Hand gesture recognition with 3D convolutional neural networks

   2015 · Molchanov, Pavlo, Gupta, Shalini, Kim, Kihwan et al.

   524 cited

9. Hand gesture recognition using a real-time tracking method and hidden Markov models

   2003 · Image and Vision Computing · Chen, Feng‐Sheng, Fu, Chih-Ming, Huang, Chung‐Lin

   502 cited

10. Real-Time Hand Gesture Detection and Recognition Using Bag-of-Features and Support Vector Machine Techniques

    2011 · IEEE Transactions on Instrumentation and Measurement · Dardas, Nasser H., Georganas, Nicolas D.

    481 cited

11. Hand Gesture Recognition in Real Time for Automotive Interfaces: A Multimodal Vision-Based Approach and Evaluations

    2014 · IEEE Transactions on Intelligent Transportation Systems · Ohn-Bar, Eshed, Trivedi, Mohan M.

    446 cited

12. Hand gesture recognition with leap motion and kinect devices

    2014 · Marin, Giulio, Dominio, Fabio, Zanuttigh, Pietro

    441 cited

13. Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition

    2017 · Pattern Recognition · Núñez, Juan C., Cabido, Raúl, Pantrigo, Juan José et al.

    411 cited

14. Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera

    2011 · Ren, Zhou, Yuan, Junsong, Zhang, Zhengyou

    385 cited

15. Hand gesture recognition with depth images: A review

    2012 · Suarez, Jesus, Murphy, Robin R.

    384 cited

16. Hand Gesture Recognition Using Micro-Doppler Signatures With Convolutional Neural Network

    2016 · IEEE Access · Kim, Youngwook, Toomajian, Brian

    382 cited

17. Deep learning in vision-based static hand gesture recognition

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

    362 cited

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

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

    361 cited

19. Extraction of 2D motion trajectories and its application to hand gesture recognition

    2002 · IEEE Transactions on Pattern Analysis and Machine Intelligence · Yang, Ming–Hsuan, Ahuja, Narendra, Tabb, M.

    352 cited

20. Survey on 3D Hand Gesture Recognition

    2015 · IEEE Transactions on Circuits and Systems for Video Technology · Cheng, Hong, Yang, Lu, Liu, Zicheng

    340 cited

21. Latern: Dynamic Continuous Hand Gesture Recognition Using FMCW Radar Sensor

    2018 · IEEE Sensors Journal · Zhang, Zhenyuan, Tian, Zengshan, Zhou, Mu

    337 cited

22. Recent methods and databases in vision-based hand gesture recognition: A review

    2015 · Computer Vision and Image Understanding · Pisharady, Pramod Kumar, Saerbeck, Martin

    334 cited

23. Superpixel-Based Hand Gesture Recognition With Kinect Depth Camera

    2014 · IEEE Transactions on Multimedia · Wang, Chong, Liu, Zhong, Chan, S. C.

    326 cited

24. Human-Machine Interaction Sensing Technology Based on Hand Gesture Recognition: A Review

    2021 · IEEE Transactions on Human-Machine Systems · Guo, Lin, Lu, Zongxing, Yao, Ligang

    319 cited

25. Skeleton-Based Dynamic Hand Gesture Recognition

    2016 · Smedt, Quentin de, Wannous, Hazem, Vandeborre, Jean‐Philippe

    311 cited

26. Real-Time Hand Gesture Recognition Based on Deep Learning YOLOv3 Model

    2021 · Applied Sciences · Mujahid, Abdullah, Awan, Mazhar Javed, Yasin, Awais et al.

    308 cited

27. Hand gesture recognition using multi-scale colour features, hierarchical models and particle filtering

    2003 · Bretzner, Lars, Laptev, Ivan, Lindeberg, Tony

    305 cited

28. Real-time Vision-based Hand Gesture Recognition Using Haar-like Features

    2007 · Conference proceedings - IEEE Instrumentation/Measurement Technology Conference · Chen, Qing, Georganas, Nicolas D., Petriu, Emil M.

    302 cited

29. A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices

    2014 · IEEE Transactions on Human-Machine Systems · Lu, Zhiyuan, Chen, Xiang, Li, Qiang et al.

    293 cited

30. Robust hand gesture recognition with kinect sensor

    2011 · Ren, Zhou, Meng, Jingjing, Yuan, Junsong et al.

    281 cited