Table of contents
About this book
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.
Tongue Image Analysis Computerized Tongue Diagnosis (CTD) Traditional Chinese Medicine (TCM) Tongue Image Acquisition Tongue Color Correction Medical Image Segmentation Tongue Image Classification Medical Biometrics Automated Tongue Image Segmentation Image Processing Pattern Recognition Feature Extraction Image Classification Color Calibration Hyperspectral Imaging
- Book Title Tongue Image Analysis
- DOI https://doi.org/10.1007/978-981-10-2167-1
- Copyright Information Springer Science+Business Media Singapore 2017
- Publisher Name Springer, Singapore
- eBook Packages Computer Science Computer Science (R0)
- Hardcover ISBN 978-981-10-2166-4
- Softcover ISBN 978-981-10-9547-4
- eBook ISBN 978-981-10-2167-1
- Edition Number 1
- Number of Pages XV, 335
- Number of Illustrations 49 b/w illustrations, 144 illustrations in colour
Image Processing and Computer Vision
Traditional Chinese Medicine
Biomedical Engineering and Bioengineering
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