Versatile Text Extraction System for Text-to-Speech Reading Assistant Camera

被引:0
作者
Goto, Hideaki [1 ]
机构
[1] Tohoku Univ, Cybersci Ctr, Sendai, Miyagi, Japan
来源
ASSISTIVE TECHNOLOGY: BUILDING BRIDGES | 2015年 / 217卷
关键词
wearable camera; reading assistant; versatile text extraction; scene text recognition; text-to-speech;
D O I
10.3233/978-1-61499-566-1-392
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Wearable camera device translating the text in the scene into speech is one of the most anticipated devices for the visually-impaired. The users would probably want to read any text using such a device. Although various scene text extraction methods have been developed so far, the target objects are most often limited to simple signboards, small memos, etc. We propose a versatile scene text extraction method that can handle a wide variety of targets including complex signboards with many text lines. Experimental results show that our system runs at a video rate and can extract densely arranged text lines even with some distortion and shading. A locally-adaptive binarization technique contributes to the better quality of extracted text images.
引用
收藏
页码:392 / 397
页数:6
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