Title :
Human-Computer Interaction based on visual recognition using volumegrams of Local Binary Patterns
Author :
Maqueda, Ana I. ; del-Blanco, Carlos R. ; Jaureguizar, Fernando ; Garcia, Narciso
Author_Institution :
Grupo de Tratamiento de Imagenes, Univ. Politec. de Madrid, Madrid, Spain
Abstract :
A robust hand-gesture recognition system based on a novel descriptor called Volumetric Spatiogram of Local Binary Patterns is presented, which allows a more natural input interface for simulating a mouse. The recognition stage based on Support Vector Machines triggers different mouse functions depending on the recognized gesture.
Keywords :
gesture recognition; human computer interaction; mouse controllers (computers); support vector machines; human-computer interaction; mouse functions; mouse simulation; natural input interface; robust hand-gesture recognition system; support vector machines; visual recognition; volumegrams; volumetric spatiogram-of-local binary pattern descriptor; Accuracy; Gesture recognition; Histograms; Human computer interaction; Mice; Robustness; Support vector machines;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066536
