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CHARACTER RECOGNITION SYSTEMS AND CHARACTER RECOGNITION METHODS THEREOF USING CONVOLUTIONAL NEURAL NETWORK
CHARACTER RECOGNITION SYSTEMS AND CHARACTER RECOGNITION METHODS THEREOF USING CONVOLUTIONAL NEURAL NETWORK
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机译:卷积神经网络的字符识别系统及其特征识别方法
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摘要
A character recognition method is provided, including the steps of: recognizing a character string, which includes one or more characters, in a region of interest (ROI) using a first convolutional neural network (CNN) model to generate a recognized character string; and comparing the recognized character string with a plurality of character strings in a character database to find a character string corresponding to the recognized character string, wherein each of the character strings includes one or more characters; wherein if the character string corresponding to the recognized character string is found, the recognized character string is used as a character recognition result, otherwise, using a second CNN model to correct the recognized string and generate a new recognized character string as the character recognition result.
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