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3篇 您的检索式:作者名="PENG Liangrui"
    题名 作者 年代 出处 被引量
1Rejecting Character Recognition Errors Using CNN Based Confidence Estimation显示文摘Although Optical character recognition(OCR) technology has achieved huge progress in recent years, character misrecognition is inevitable. In order to realize high fidelity content of document digitalization,we propose a new Convolutional neural networks(CNN)based confidence estimation method. We detect the misrecognized characters through comparing the confidence value with a preset threshold, so as to leave the recognition errors as embedded images in the output digital documents. We adopted sofmax as the estimation of posteriori probability,overlap pooling and maxout with dropout technologies in CNN architecture design. Experimental results show that our method has achieved an explicit improvement compared to baseline system.LI Pengchao PENG Liangrui WEN Juan 2016Chinese Journal of Electronics2016,25,3:4
2Automatic performance evaluation of printed Chinese character recognition systems显示文摘Chi Fang Changsong Liu Liangrui Peng etal 2002IJDR2002,,4:1
3Multi- font printed Monglian document recognition sys- tem显示文摘PENG Liangrui LIU Changsong DING Xiaoqing 2010International Journal on Document Analysis and Recognition (IJDAR)2010,13,2:1
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