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.
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Produktdetaljer
ISBN
9789811021671
Publisert
2018
Utgiver
Springer Nature
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter