Presentation | 2011-01-20 Scene Text Detection and Tracking for Wearable Camera System , |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | One of the most anticipated hardware for visually impaired people is probably the device capable of capturing and translating text messages in natural scene images into an alternative representation such as speech or braille. This paper presents a wearable camera system that is capable of detecting text regions in natural scene images, tracking text regions and selecting text images suitable for character recognition. A particle filter-based tracking is employed to reduce multiple and redundant text images. Moreover, the most appropriate text images are selected from text regions chains created by the text tracking. Experimental results demonstrate that 35% improvement has been achieved. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Particle Filter / Bhattacharyya Coefficient / Edge Orientation Histogram |
Paper # | PRMU2010-156,MVE2010-81 |
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Conference Information | |
Committee | PRMU |
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Conference Date | 2011/1/13(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
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Paper Information | |
Registration To | Pattern Recognition and Media Understanding (PRMU) |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Scene Text Detection and Tracking for Wearable Camera System |
Sub Title (in English) | |
Keyword(1) | Particle Filter |
Keyword(2) | Bhattacharyya Coefficient |
Keyword(3) | Edge Orientation Histogram |
1st Author's Name | |
1st Author's Affiliation | () |
Date | 2011-01-20 |
Paper # | PRMU2010-156,MVE2010-81 |
Volume (vol) | vol.110 |
Number (no) | 381 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |