DocumentCode :
504947
Title :
Walking assistance system for sight impaired people based on a multimodal information transformation technique
Author :
Yu, JaeHyoung ; Chung, Hwan-Ik ; Hahn, Hernsoo
Author_Institution :
Dept. of Electron. Eng., Soongsil Univ., Seoul, South Korea
fYear :
2009
fDate :
18-21 Aug. 2009
Firstpage :
1639
Lastpage :
1643
Abstract :
A multimodal information transformation system is proposed in this paper to provide sight impaired people with scene information of walking areas and obstacles. The scene information is first acquired as images using a single CCD camera, and then image information is transformed into voice information so that sight impaired people can obtain by hearing instead of seeing. During scene image processing period, the walking area is extracted by the vanishing point and boundary of a sidewalk on edge image using a chain-code line detection algorithm. And obstacles are detected by applying Gabor filter to the vertical lines extracted from the walking area on image. Later, based on the above image information, voice information is constructed in the form of pre-defined sentences by combining a set of template words that represent walking areas, obstacles, directions and distances. With the help of voice instructions provided by this multi-modal information transformation system, sight impaired people are able to reach their destinations safely and conveniently. The proposed algorithm has been implemented and tested in both indoor and outdoor environment, and its superiority in providing exact walking instructions has been verified.
Keywords :
CCD image sensors; Gabor filters; handicapped aids; image processing; CCD camera; Gabor filter; chain-code line detection; image information; multimodal information transformation system; scene image processing; scene information; sight impaired people; voice information; walking assistance system; Auditory system; Charge coupled devices; Charge-coupled image sensors; Data mining; Detection algorithms; Gabor filters; Image edge detection; Image processing; Layout; Legged locomotion; Chain-Code Line Detector; Gabor-Filter; Object Detection; Walking Area Detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
ICCAS-SICE, 2009
Conference_Location :
Fukuoka
Print_ISBN :
978-4-907764-34-0
Electronic_ISBN :
978-4-907764-33-3
Type :
conf
Filename :
5335027
Link To Document :
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