Tongue Image Analysis
暫譯: 舌頭影像分析
David Zhang, Hongzhi Zhang, Bob Zhang
- 出版商: Springer
- 出版日期: 2017-03-07
- 售價: $6,780
- 貴賓價: 9.5 折 $6,441
- 語言: 英文
- 頁數: 335
- 裝訂: Hardcover
- ISBN: 981102166X
- ISBN-13: 9789811021664
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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。
本書首先深入介紹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。接下來的核心部分介紹了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,並以實務層面進行說明。基於這些方法的一些臨床應用也被呈現,以展示CTD研究領域的實際操作。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。
在本書中,舌像分析的原則通過豐富的圖表、表格和實際實驗進行說明,以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,並且他們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帶來益處。