Translator Disclaimer
25 March 2003 Application of genetic algorithm and neural network in the automatic classification of Leukocytes
Author Affiliations +
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.
© (2003) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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
PROCEEDINGS
8 PAGES


SHARE
Advertisement
Advertisement
Back to Top