Title :
Robust visual voice activity detection using chaos theory under illumination varying environment
Author :
Taeyup Song ; Kyungsun Lee ; Hanseok Ko
Author_Institution :
Korea Univ., Seoul, South Korea
Abstract :
We propose a visual based voice activity detection robust in illumination changes which frequently occurs in indoor vehicle environment. By applying chaos theory, contextual change becomes chaos-like and results in complex fractal trajectories in phase space. We measure fractality in phase space from image frames and thereby robustly detect visual speech motions under illumination changes. Representative experiments demonstrate significant improvements over conventional method.
Keywords :
chaos; fractals; indoor communication; lighting; signal detection; speech recognition; chaos theory; complex fractal trajectory; contextual change; illumination; image frames; indoor vehicle environment; phase space; robust visual voice activity detection; visual speech motions; Chaos; Fractals; Lighting; Speech; Trajectory; Vehicles; Visualization;
Conference_Titel :
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-1290-2
DOI :
10.1109/ICCE.2014.6776134