DocumentCode :
664984
Title :
Scene description for visually impaired in outdoor environment
Author :
Quoc-Hung Nguyen ; Thanh-Hai Tran
Author_Institution :
Int. Res. Inst. MICA, Hanoi Univ. of Sci. & Technol., Hanoi, Vietnam
fYear :
2013
fDate :
16-18 Oct. 2013
Firstpage :
398
Lastpage :
403
Abstract :
Helping visually impaired people navigating and feeling the surrounding environment is a very important and useful task. In this paper, we propose working on visual analysis of environment surrounding the blind person. The analysis is based on GIST features extraction and k-NN method for classification. The analysis results will help blind person to understand where he is and what is happening. We have tested in real field with a pseudo blind person walking in the campus of Gent University with 6 changing scenes. The scene recognition rate is about 85% which make us a confidence to build description systems for blind people in reality.
Keywords :
feature extraction; handicapped aids; image classification; GIST features extraction; Gent University; k-NN method; outdoor environment; pseudo blind person; scene description; scene recognition rate; surrounding environment; visual analysis; visually impaired people; Cameras; Context; Databases; Feature extraction; Navigation; Testing; Training; GIST; Outdoor environment; Scene; k-NN; navigational aid; visually impaired;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Technologies for Communications (ATC), 2013 International Conference on
Conference_Location :
Ho Chi Minh City
ISSN :
2162-1020
Print_ISBN :
978-1-4799-1086-1
Type :
conf
DOI :
10.1109/ATC.2013.6698144
Filename :
6698144
Link To Document :
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