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

• Published in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 4207 - 4215
• Main Authors: Molchanov, Pavlo, Xiaodong Yang, Gupta, Shalini, Kihwan Kim, Tyree, Stephen, Kautz, Jan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2016
• Subjects: Feature extraction; Gesture recognition; Heuristic algorithms; Neural networks; Three-dimensional displays; Training; Vehicle dynamics
• ISSN: 1063-6919
• DOI: 10.1109/CVPR.2016.456

Automatic detection and classification of dynamic hand gestures in real-world systems intended for human computer interaction is challenging as: 1) there is a large diversity in how people perform gestures, making detection and classification difficult, 2) the system must work online in order to avo...