Title :
Real-time lip reading system for fixed phrase and its combination
Author_Institution :
Kyushu Inst. of Technol., Iizuka, Japan
Abstract :
This paper presents a high-level real-time lip reading system that can recognize both fixed phrase and its combination. Lip reading provides an important means for realizing a communication support interface for speech handicaps. The approach is based on the Viola-Jones face detector, lip extraction based on active appearance model, automatic utterance section detector, and phrase classifier using DP matching. Our system has two unique ideas; combined phrase recognition, and remove false recognition phrase from a target list. These ideas are simple but efficient in practical use. We demonstrated our system with five subjects and confirmed the usefulness.
Keywords :
face recognition; handicapped aids; speech processing; user interfaces; DP matching; Viola-Jones face detector; automatic utterance section detector; communication support interface; fixed phrase; lip extraction; phrase classifier; real-time lip reading system; speech handicaps; Cameras; Computational modeling; Mice; Microwave integrated circuits;
Conference_Titel :
Pattern Recognition (ACPR), 2011 First Asian Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-0122-1
DOI :
10.1109/ACPR.2011.6166595