8 July 2011 Natural scene text location oriented Chinese environment
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Proceedings Volume 8009, Third International Conference on Digital Image Processing (ICDIP 2011); 80092Y (2011) https://doi.org/10.1117/12.896386
Event: 3rd International Conference on Digital Image Processing, 2011, Chengdu, China
Abstract
Natural scene text location is the precondition of the text recognition, a fast and effective technique is proposed for text location oriented Chinese environment. First, the color edge of the image is detected in consideration of the stroke directions of Chinese characters, then the collection of candidate text blocks is obtained by post-processing; Second, because text differs from non-text in texture, local binary pattern (LBP) operator is employed to extract the texture feature of candidate text block, then feed them into SVM classifier for verification, thus a great number of non-text blocks are excluded, and a higher accuracy rate is obtained. Finally, the algorithm is tested on our database, which includes 1000 images, and experimental results show that the proposed algorithm works well and very robust under the conditions of uneven lighting, blurring, and low contrast etc.
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Xiaopei Liu, Xiaopei Liu, Zhaoyang Lu, Zhaoyang Lu, Jing Li, Jing Li, } "Natural scene text location oriented Chinese environment", Proc. SPIE 8009, Third International Conference on Digital Image Processing (ICDIP 2011), 80092Y (8 July 2011); doi: 10.1117/12.896386; https://doi.org/10.1117/12.896386
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