文章基本信息

标题：A Survey on Process of Isolated Character Recognition
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作者：Karanbir Kaur ; Naresh Kumar Garg
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2014
卷号：2
期号：5
出版社：S&S Publications
摘要：With the continuous growth in information technologies, new development tools and methodologies areutilized in the isolated characters recognition. Recognition of isolated characters is the process of identifying individualcharacters. It is useful in wide range of real world problems like documentation analysis, mailing address interpretation,bank check processing, signature verification, documentation verification and many others. Due to applications ofrecognition, it is one of the most challenging areas of pattern recognition. It has been topic of research for a long periodof time. The performance of recognition system depends heavily on what features are being used. The selection ofstable and representative set of features is the heart of recognition system.
关键词：character recognition; feature extraction; classifier; ANN; OCR; neural network; pre-processing;segmentation; training