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Advances in Chinese document and tex...
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Liu, Cheng-Lin.
Advances in Chinese document and text processing
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Advances in Chinese document and text processing/ edited by Cheng-Lin Liu, Yue Lu.
其他作者:
Lu, Yue.
出版者:
Singapore :World Scientific, : c2017.,
版本:
1st ed.
面頁冊數:
1 online resource (293 p.) :ill. (some col.) :
附註:
Title from PDF title page (viewed June 7, 2017)
提要註:
"The book is a collection of invited chapters by experts in Chinese document and text processing, and is part of a series on Language Processing, Pattern Recognition, and Intelligent Systems. The chapters introduce the latest advances and state-of-the-art methods for Chinese document image analysis and recognition, font design, text analysis and speaker recognition. Handwritten Chinese character recognition and text line recognition are at the core of document image analysis (DIA), and therefore, are addressed in four chapters for different scripts (online characters, offline characters, ancient characters, and text lines). Two chapters on character recognition pay much attention to deep convolutional neural networks (CNNs), which are widely used and performing superiorly in various pattern recognition problems. A chapter is contributed to describe a large handwriting database consisting both online and offline characters and text pages. Postal mail reading and writer identification, addressed in two chapters, are important applications of DIA. The collection can serve as reference for students and engineers in Chinese document and text processing and their applications."--Publisher's website.
標題:
Electronic books. -
電子資源:
http://www.worldscientific.com/worldscibooks/10.1142/10134#t=toc
ISBN:
9789813143685
Advances in Chinese document and text processing
Advances in Chinese document and text processing
[electronic resource] /edited by Cheng-Lin Liu, Yue Lu. - 1st ed. - Singapore :World Scientific,c2017. - 1 online resource (293 p.) :ill. (some col.) - Series on language processing, pattern recognition, and intelligent systems ;vol. 2. - Series on language processing, pattern recognition, and intelligent systems ;v. 2..
Title from PDF title page (viewed June 7, 2017)
Includes bibliographical references and index.
"The book is a collection of invited chapters by experts in Chinese document and text processing, and is part of a series on Language Processing, Pattern Recognition, and Intelligent Systems. The chapters introduce the latest advances and state-of-the-art methods for Chinese document image analysis and recognition, font design, text analysis and speaker recognition. Handwritten Chinese character recognition and text line recognition are at the core of document image analysis (DIA), and therefore, are addressed in four chapters for different scripts (online characters, offline characters, ancient characters, and text lines). Two chapters on character recognition pay much attention to deep convolutional neural networks (CNNs), which are widely used and performing superiorly in various pattern recognition problems. A chapter is contributed to describe a large handwriting database consisting both online and offline characters and text pages. Postal mail reading and writer identification, addressed in two chapters, are important applications of DIA. The collection can serve as reference for students and engineers in Chinese document and text processing and their applications."--Publisher's website.
Mode of access: World Wide Web.
In English, with examples in Chinese.
ISBN: 9789813143685Subjects--Topical Terms:
334297
Electronic books.
LC Class. No.: QA76.9.T48 / A48 2017
Dewey Class. No.: 005
Advances in Chinese document and text processing
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"The book is a collection of invited chapters by experts in Chinese document and text processing, and is part of a series on Language Processing, Pattern Recognition, and Intelligent Systems. The chapters introduce the latest advances and state-of-the-art methods for Chinese document image analysis and recognition, font design, text analysis and speaker recognition. Handwritten Chinese character recognition and text line recognition are at the core of document image analysis (DIA), and therefore, are addressed in four chapters for different scripts (online characters, offline characters, ancient characters, and text lines). Two chapters on character recognition pay much attention to deep convolutional neural networks (CNNs), which are widely used and performing superiorly in various pattern recognition problems. A chapter is contributed to describe a large handwriting database consisting both online and offline characters and text pages. Postal mail reading and writer identification, addressed in two chapters, are important applications of DIA. The collection can serve as reference for students and engineers in Chinese document and text processing and their applications."--Publisher's website.
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http://www.worldscientific.com/worldscibooks/10.1142/10134#t=toc
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