Application of genetic algorithms and neural networks in the automatic classification of leukocytes

Libo Zeng; Bin Liu; Shenghao Liu

doi:10.1117/12.477407

25 March 2003 Application of genetic algorithm and neural network in the automatic classification of Leukocytes

Libo Zeng, Bin Liu, Shenghao Liu

Proceedings Volume 5015, Applications of Artificial Neural Networks in Image Processing VIII; (2003) https://doi.org/10.1117/12.477407
Event: Electronic Imaging 2003, 2003, Santa Clara, CA, United States

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.

Citation Download Citation

Libo Zeng, Bin Liu, and Shenghao Liu "Application of genetic algorithm and neural network in the automatic classification of Leukocytes", Proc. SPIE 5015, Applications of Artificial Neural Networks in Image Processing VIII, (25 March 2003); https://doi.org/10.1117/12.477407

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