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Most of the scene text recognition methods utilize character models only in the character recognition phase, the last stage of the process. In former phases such as text detection, only abstracted features of text regions are used, which might cause loss of information. In this paper, we propose a novel scene text recognition method which fully utilizes model of target characters throughout the process...
Scene text recognition is the problem of recognizing text in natural scene images taken in unconstrained manner. Many approaches have been proposed, but most of them utilize character models only in character recognition phase, the last stage of the process. If characteristic of the target character shape is utilized earlier for the text detection and extraction, text localization would be much easier...
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