Tongue Image Analysis
暫譯: 舌頭影像分析

Zhang, David, Zhang, Hongzhi, Zhang, Bob

Tongue Image Analysis
  • 出版商: Springer
  • 出版日期: 2018-07-25
  • 售價: $4,990
  • 貴賓價: 9.5 折 $4,741
  • 語言: 英文
  • 頁數: 335
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811095477
  • ISBN-13: 9789811095474

    • 海外代購書籍(需單獨結帳)

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商品描述

This is the first book offering a systematic description of tongue image analysis and processing technologies and their typical applications in computerized tongue diagnostic (CTD) systems. It features the most current research findings in all aspects of tongue image acquisition, preprocessing, classification, and diagnostic support methodologies, from theoretical and algorithmic problems to prototype design and development of CTD systems. The book begins with a very in-depth description of CTD on a need-to-know basis which includes an overview of CTD systems and traditional Chinese medicine (TCM) in order to provide the information on the context and background of tongue image analysis. The core part then introduces algorithms as well as their implementation methods, at a know-how level, including image segmentation methods, chromatic correction, and classification of tongue images. Some clinical applications based on these methods are presented for the show-how purpose in the CTD research field. Case studies highlight different techniques that have been adopted to assist the visual inspection of appendicitis, diabetes, and other common diseases. Experimental results under different challenging clinical circumstances have demonstrated the superior performance of these techniques. In this book, the principles of tongue image analysis are illustrated with plentiful graphs, tables, and practical experiments to provide insights into some of the problems. In this way, readers can easily find a quick and systematic way through the complicated theories and they can later even extend their studies to special topics of interest. This book will be of benefit to researchers, professionals, and graduate students working in the field of computer vision, pattern recognition, clinical practice, and TCM, as well as those involved in interdisciplinary research.

商品描述(中文翻譯)

這是第一本系統性描述舌像分析與處理技術及其在電腦化舌診斷（CTD）系統中的典型應用的書籍。它涵蓋了舌像獲取、預處理、分類和診斷支持方法論各方面的最新研究成果，從理論和演算法問題到CTD系統的原型設計與開發。書籍首先深入描述CTD的必要知識，包括CTD系統和傳統中醫（TCM）的概述，以提供舌像分析的背景和上下文信息。核心部分接著介紹演算法及其實現方法，涵蓋了圖像分割方法、色彩校正和舌像分類等技術，並以實用的方式呈現。基於這些方法的一些臨床應用被展示出來，以便在CTD研究領域中進行示範。案例研究突顯了不同技術在輔助闌尾炎、糖尿病及其他常見疾病的視覺檢查中的應用。不同挑戰性臨床情況下的實驗結果顯示了這些技術的卓越性能。本書以豐富的圖表、表格和實驗來說明舌像分析的原則，提供對某些問題的深入見解。這樣，讀者可以輕鬆找到一種快速且系統的方法來理解複雜的理論，並且之後甚至可以將研究擴展到特定的興趣主題。本書將對從事計算機視覺、模式識別、臨床實踐和傳統中醫領域的研究人員、專業人士和研究生，以及參與跨學科研究的人士有所裨益。

作者簡介

David Zhang graduated in Computer Science from Peking University. He received his MSc in 1982 and his PhD in 1985 in Computer Science from the Harbin Institute of Technology (HIT). From 1986 to 1988 he was a postdoctoral fellow at Tsinghua University and then an associate professor at the Academia Sinica, Beijing. In 1994 he received his second PhD in Electrical and Computer Engineering from the University of Waterloo, Ontario, Canada. Currently, he is a Chair Professor at the Hong Kong Polytechnic University, where he is the Founding Director of Biometrics Research Centre (UGC/CRC), which has been supported by the Hong Kong SAR Government since 1998. He also serves as Visiting Chair Professor at Tsinghua University and HIT, and Adjunct Professor at Shanghai Jiao Tong University, Peking University, the National University of Defense Technology and the University of Waterloo. So far, he has been published more than 10 books and 400 international journal papers. He was listed as a highly cited researcher in Engineering by Thomson Reuters in 2014 and in 2015, respectively. Professor Zhang is a Croucher senior research fellow, distinguished speaker of the IEEE computer society, and a Fellow of both the IEEE and the IAPR.
Hongzhi Zhang received his Ph.D. degree in computer science and technology from Harbin institute of Technology (HIT), China, in 2007. He is an associate Professor at the School of Computer Science and Technology, HIT, where he has taught for over 15 years. He teaches biomedical image processing and has investigated computerized tongue diagnosis at the Research Center of Perception and Computing. He is a member of the IEEE, the Chinese Association for Artificial Intelligence (CAAI), and the China Society of Integrated Traditional Chinese and Western Medicine. His research interests include theoretic approaches to problems in biomedical imaging, biometric image analysis, computer vision, and signal processing. His research has been supported by grants from the National Natural Science Foundation of China. He is the author of more than 70 international journal and conference papers.
Bob Zhang received his Ph.D. degree in electrical and computer engineering from the University of Waterloo, Waterloo, Canada, in 2011. After graduating from Waterloo, he remained with the Center for Pattern Recognition and Machine Intelligence, and was later a postdoctoral researcher at the Department of Electrical and Computer Engineering at Carnegie Mellon University, Pittsburgh, USA. He is currently an assistant professor in the Department of Computer and Information Science, University of Macau, Taipa, Macau. His research interests focus on medical biometrics, biometrics security, pattern recognition, and image processing. Dr. Zhang is a Technical Committee Member of the IEEE Systems, Man, and Cybernetics Society, an Associate Editor for the International Journal of Image and Graphics, as well as an editorial board member for the International Journal of INFORMATION.

作者簡介(中文翻譯)

張大衛畢業於北京大學計算機科學專業。他於1982年獲得碩士學位，並於1985年在哈爾濱工業大學（HIT）獲得計算機科學博士學位。從1986年到1988年，他在清華大學擔任博士後研究員，隨後成為北京中央研究院的副教授。1994年，他在加拿大安大略省的滑鐵盧大學獲得電氣與計算機工程的第二個博士學位。目前，他是香港理工大學的講座教授，並擔任生物識別研究中心（UGC/CRC）的創始主任，該中心自1998年以來獲得香港特區政府的支持。他還擔任清華大學和哈爾濱工業大學的訪問講座教授，以及上海交通大學、北京大學、國防科技大學和滑鐵盧大學的兼任教授。迄今為止，他已出版超過10本書籍和400篇國際期刊論文。他在2014年和2015年分別被湯森路透列為工程領域的高被引研究者。張教授是Croucher高級研究員，IEEE計算機學會的傑出演講者，以及IEEE和IAPR的會士。
張洪志於2007年在哈爾濱工業大學（HIT）獲得計算機科學與技術博士學位。他是哈爾濱工業大學計算機科學與技術學院的副教授，已教學超過15年。他教授生物醫學影像處理，並在感知與計算研究中心研究計算機化的舌診。他是IEEE、中國人工智慧學會（CAAI）和中國傳統中西醫結合學會的成員。他的研究興趣包括生物醫學影像的理論方法、生物識別影像分析、計算機視覺和信號處理。他的研究得到了中國國家自然科學基金的支持。他是70多篇國際期刊和會議論文的作者。
張博於2011年在加拿大滑鐵盧大學獲得電氣與計算機工程博士學位。畢業後，他留在模式識別與機器智能中心，並隨後在美國匹茲堡的卡內基梅隆大學電氣與計算機工程系擔任博士後研究員。目前，他是澳門大學計算機與資訊科學系的助理教授。他的研究興趣集中在醫療生物識別、生物識別安全、模式識別和影像處理。張博士是IEEE系統、人類與控制論學會的技術委員會成員，《國際影像與圖形期刊》的副編輯，以及《INFORMATION國際期刊》的編輯委員會成員。

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