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