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Proceedings Paper

Application of genetic algorithms and neural networks in the automatic classification of leukocytes
Author(s): Libo Zeng; Bin Liu; Shenghao Liu
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Paper Abstract

In this paper, we discuss to develop automatic classification system for true color Leukocyte image. In view of the deficiencies of traditional combination optimization method, a new method based on genetic algorithm is proposed. Combining the specific situation of cell classification, we made some modification. Finally neural network with error back-propagation is training using the selected feature sets. The result shows this method optimize the classification performance.

Paper Details

Date Published: 25 March 2003
PDF: 8 pages
Proc. SPIE 5015, Applications of Artificial Neural Networks in Image Processing VIII, (25 March 2003); doi: 10.1117/12.477407
Show Author Affiliations
Libo Zeng, Wuhan Univ. (China)
Bin Liu, Wuhan Univ. (China)
Shenghao Liu, Wuhan Univ. (China)

Published in SPIE Proceedings Vol. 5015:
Applications of Artificial Neural Networks in Image Processing VIII
Nasser M. Nasrabadi; Aggelos K. Katsaggelos, Editor(s)

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