Text-tracking wearable camera system for visually-impaired people

Makoto Tanaka, Hideaki Goto

研究成果: Conference contribution

27 被引用数 (Scopus)

抄録

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%.

本文言語English
ホスト出版物のタイトル2008 19th International Conference on Pattern Recognition, ICPR 2008
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(印刷版)9781424421756
DOI
出版ステータスPublished - 2008 1 1

出版物シリーズ

名前Proceedings - International Conference on Pattern Recognition
ISSN(印刷版)1051-4651

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition

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