DocumentCode :
2484145
Title :
Text-tracking wearable camera system for visually-impaired people
Author :
Tanaka, Makoto ; Goto, Hideaki
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai
fYear :
2008
fDate :
8-11 Dec. 2008
Firstpage :
1
Lastpage :
4
Abstract :
Disability of visual text reading has a huge impact on the quality of life for visually disabled people. One of the most anticipated devices is a wearable camera capable of finding text regions in natural scenes and translating the text into another representation such as sound or braille. In order to develop such a device, text tracking in video sequences is required as well as text detection. We need to group homogeneous text regions to avoid multiple and redundant speech syntheses or braille conversions. We have developed a prototype system equipped with a head-mounted video camera. Text regions are extracted from the video frames using a revised DCT feature. Particle filtering is employed for fast and robust text tracking. We have tested the performance of our system using 1,000 video frames of a hall way with eight signboards. The number of text candidate images is reduced to 0.98%.
Keywords :
discrete cosine transforms; feature extraction; handicapped aids; image sequences; natural scenes; particle filtering (numerical methods); text analysis; tracking filters; video cameras; wearable computers; DCT feature; discrete cosine transform; head-mounted video camera; homogeneous text region extraction; natural scene; particle filtering; text-tracking wearable camera system; video sequence; visual text reading disability; visually disabled people; visually-impaired people; Cameras; Discrete cosine transforms; Filtering; Layout; Particle tracking; Prototypes; Robustness; Speech synthesis; System testing; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
ISSN :
1051-4651
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
Type :
conf
DOI :
10.1109/ICPR.2008.4761548
Filename :
4761548
Link To Document :
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