Printed and Handwritten Document Analysis: A Machine Learning Perspective Hardcover
Swapan Kumar Parui, Ujjwal Bhattacharya
- 出版商: CRC
- 出版日期: 2015-02-14
- 售價: $3,460
- 貴賓價: 9.5 折 $3,287
- 語言: 英文
- 頁數: 525
- ISBN: 148221962X
- ISBN-13: 9781482219623
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相關分類:
Machine Learning
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商品描述
This reference book presents the fundamentals of machine learning tools commonly used by researchers. The book includes graphical models like Bayesian networks and hidden Markov models with wider application potentials in the document analysis area. It also covers distributions that have not yet been used, such as circular distributions with potential use in handwriting recognition and in color scene text image segmentation. The book also details which—and how—these machine learning tools are useful at different stages. A full chapter is devoted to online handwriting recognition
商品描述(中文翻譯)
本參考書介紹了研究人員常用的機器學習工具的基本原理。書中包括了如貝葉斯網絡和隱馬可夫模型等圖形模型,這些模型在文檔分析領域具有更廣泛的應用潛力。它還涵蓋了一些尚未被使用的分佈,例如圓形分佈,這在手寫識別和顏色場景文本圖像分割中具有潛在的應用。書中詳細說明了這些機器學習工具在不同階段的用途及其使用方式。專門有一章 devoted to online handwriting recognition。