Feature extraction in image analysis

Feature extraction in image analysis

The feature-extraction part of medical image analysis is discussed. A feature vector represents an image by carrying out measurements on a set of features. The vector classifies an object and provides condensed higher-level image information. To extract object features, an image that is segmented an...

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Bibliographic Details
Published in:IEEE engineering in medicine and biology magazine Vol. 16; no. 4; pp. 62 - 73
Main Authors: Umbaugh, Scott E, Wei, Yansheng, Zuke, Mark
Format: Journal Article
Language:English
Published: 01-07-1997
Online Access:Get full text
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Summary:The feature-extraction part of medical image analysis is discussed. A feature vector represents an image by carrying out measurements on a set of features. The vector classifies an object and provides condensed higher-level image information. To extract object features, an image that is segmented and morphologically filtered.
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
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ISSN:0739-5175
DOI:10.1109/51.603650