Recent papers on Hand Gesture Recognition

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

1. Deep CNN and SimpleRNN Architectures for Bi-Handed Arabic Alphabet Hand-Gesture Recognition

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Elshaer, A. M., Khaled, Omar, Hamimi, A. M. et al.

   2026

2. A Multi-Model CNN Approach Using Pre-Trained Network for Improved Hand Gesture Recognition

   2026 · Applied System Innovation · Chen, Yeou‐Jiunn, Aryanti, Aryanti, Hong, Qian-Bei

   2026

3. EgoEV-HandPose: Egocentric 3D Hand Pose Estimation and Gesture Recognition with Stereo Event Cameras

   2026 · arXiv (Cornell University) · Wang, Luming, Shi, Hao, Zhai, Jiajun et al.

   2026

4. Impact of Dataset Characteristics on Lightweight CNN-Based Hand Gesture Recognition Using Edge Impulse

   2026 · Applied and Computational Engineering · Liao, Zheng

   2026

5. HAND GESTURE RECOGNITION FOR EMG SIGNAL BASED ON DIFFERENT MACHINE LEARNING METHODS

   2026 · Journal of Digital Security and Forensics · Alhade, Batool Abd

   2026

6. Hand Gesture Recognition: A Literature Review

   2026 · Zenodo (CERN European Organization for Nuclear Research) · chandran, Koppula Venkat Sai, Kudumula Prabhanjan Reddy, Karru Sai Vardhan Reddy, Mr.C.Rama

   2026

7. An Efficient Sliding K-Means SVM Based Key-Frame Extraction Approach for Dynamic Hand Gesture Recognition

   2026 · Kaur, Arpneek, Bansal, Sandhya

   2026

8. Real-Time Hand Gesture Recognition for Touchless Computer Interaction: A MediaPipe-Based Virtual Mouse Implementation

   2026 · International Journal of Creative and Open Research in Engineering and Management · Neeli, V S R Pavan Kumar Neeli V S R Pavan Kumar, Sameera, Nerella Sameera Nerella, Kakumanu, Pavan Sai Kakumanu Pavan Sai et al.

   2026

9. OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches

   2026 · ArXiv.org · Bonazzi, Pietro, Ahmed, Youssef, Eckert, Daniel et al.

   2026

10. Hand Gesture Recognition Dataset: Static & Dynamic Landmarks

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Morales, Yefri Estiven Vera, Ledezma, Jesus Camilo Perafan

    2026

11. A Deep Forest and Histogram Feature Fusion Framework for sEMG-Based Hand Gesture Recognition with Enhanced Signal Representation

    2026 · Electronics · Li, Hui, Guan, Xiaorong, Wang, Sijing et al.

    2026

12. Intelligent Hand Gesture Recognition System for Automated Sign Language Translation

    2026 · International Journal of Innovative Science and Research Technology (IJISRT) · Pathan, Saniya, Nangare, Swaraj, Patil, Riya et al.

    2026

13. An integrated segmentation-classification framework with deep confidence ensemble for hand gesture recognition

    2026 · The Visual Computer · Sahana, Taniya, Mollah, Ayatullah Faruk

    2026

14. HAMSNet: An Explainable Multi-Scale 1D Hydra-CNN for sEMG-Based Hand Gesture Recognition

    2026 · Symmetry · Sobahi, Nebras, Özçelik, Salih Taha Alperen, Akpınar, Muhammed Halil et al.

    2026

15. Skeleton‐Based Hand Gesture Recognition: Backgrounds, Datasets, Methods, Applications, Future Trends, and Challenges

    2026 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · Li, Junhui, Wang, L, Ni, Sike et al.

    2026

16. A Comprehensive Survey on EMG-Based Real-Time Gesture Recognition for Prosthetic Hand Applications

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Binny, Denit D

    2026

17. A Deep Learning-Driven Real-Time Eye Gesture Recognition Framework for Intelligent Hands- Free Multimedia Control Systems

    2026 · Global Journal of Engineering Innovations and Interdisciplinary Research · Layaraja, T, Akhila, T, Reddy, V Harshini et al.

    2026

18. A Multimodal benchmark of EMG and 3D hand motion for gesture recognition and biometric authentication

    2026 · CCF Transactions on Pervasive Computing and Interaction · Al-Mari, Wejdan, Al-Marri, Hamda, Al-Jaber, Sheyma et al.

    2026

19. Hand Gesture Recognition System

    2026 · International Scientific Journal of Engineering and Management · Pawar, Dr.Umesh, Ponnusamy, Sivaram, PATIL, HITESH ARUN et al.

    2026

20. Electrospun Surface-Modified Epidermal Strain Sensors Enable Silent Speech and Hand Gesture Recognition for Virtual Reality Interaction

    2026 · Nanomaterials · Wang, Zi, Zhang, F L, Lin, Qijing et al.

    2026

21. Real-Time Face Emotion, Hand Gesture Recognition and Voice Conversion System for Deaf and Dumb

    2026 · IJARCCE · Naveen, Nehan, Raj, Akshay, C, Gopika et al.

    2026

22. sEMG-Based Hand Gesture Recognition via Functional Muscular Networks

    2026 · Armanini, Costanza, Shamout, Farah E., Alhanai, Tuka

    2026

23. InGesture: An eight-class inertial sensor dataset for fluid intake and hand-gesture recognition

    2026 · Data in Brief · Gohl, Pedro Daniel, Spellen, Amanda Nicole, Queiroz, Laura Isabelle et al.

    2026

24. Hand Gesture Recognition for Specially Impaired People Using IoT

    2026 · International Journal for Research in Applied Science and Engineering Technology · Kancherla, Mr. Balakrishna

    2026

25. HAND GESTURE RECOGNITION FOR CONTACT LESS CONTROL

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Technology, Andhra Loyola Institute of Engineering and

    2026