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Advances In Chinese Document And Text Processing

Engelsk Hardback

Advances In Chinese Document And Text Processing

Engelsk Hardback
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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.

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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.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 292
ISBN-13: 9789813143678
Indbinding: Hardback
Udgave:
ISBN-10: 9813143673
Kategori: Mønstergenkendelse
Udg. Dato: 23 maj 2017
Længde: 0mm
Bredde: 0mm
Højde: 0mm
Forlag: World Scientific Publishing Co Pte Ltd
Oplagsdato: 23 maj 2017
Forfatter(e):
Forfatter(e)

Kategori Mønstergenkendelse

ISBN-13 9789813143678

Sprog Engelsk

Indbinding Hardback

Sider 292

Udgave

Længde 0mm

Bredde 0mm

Højde 0mm

Udg. Dato 23 maj 2017

Oplagsdato 23 maj 2017

Forlag World Scientific Publishing Co Pte Ltd

Kategori sammenhænge