Spatial and rotation invariant 3D gesture recognition based on sparse representation

• Published in: 2017 IEEE Symposium on 3D User Interfaces (3DUI) pp. 158 - 167
• Main Authors: Argelaguet, Ferran, Ducoffe, Melanie, Lecuyer, Anatole, Gribonval, Remi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2017
• Subjects: Dictionaries; Gesture recognition; I.5.2 [Pattern Recognition]: Design Methodology-Classifier design and evaluation; I.6.3 [Computing Methodologies]: Methodologies and Techniques-Interaction Techniques; Machine learning algorithms; Matching pursuit algorithms; Robustness; Three-dimensional displays; User interfaces

Advances in motion tracking technology, especially for commodity hardware, still require robust 3D gesture recognition in order to fully exploit the benefits of natural user interfaces. In this paper, we introduce a novel 3D gesture recognition algorithm based on the sparse representation of 3D huma...