Medical Imaging Technology
Online ISSN : 2185-3193
Print ISSN : 0288-450X
ISSN-L : 0288-450X
Main Topics/Applications of Computer Vision to Medical Image Analysis
Automatic Construction of Medical Image Processing and Recognition based on Machine Learning and Evolutionary Computation
Tomoharu NAGAO
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2010 Volume 28 Issue 3 Pages 169-174

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Abstract

This paper describes Evolutionary Image Processing and Recognition which generate image processing and recognition procedures automatically by using machine learning and evolutionary computation. After the basic technologies are outlined, several practical methodologies are described. As the examples of Evolutionary Image Processing, automatic construction of two dimensional, three dimensional and motion image processing are shown. Moreover, the author describes the method of greatly improving the recognition ratio of images by optimizing features and preprocessing based on Evolutionary Image Recognition.

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© 2010 The Japanese Society of Medical Imaging Technology
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