Title :
Medical Image Recognition Based on Line Moment and the BP Neural
Author :
Linan, Fan ; Dan, Tian ; Lujia, Yu
Author_Institution :
Shenyang Univ., Shenyang
Abstract :
A method of medical image recognition based on line moment feature and neural network, is proposed in this paper. It includes multi-structuring elements morphological operator, line moment invariant feature extraction, line moment vector standardization, fuzzy preprocessing, BP net and competition selection. Experimental results demonstrate that the method is both effective and efficient, and the trained neural network possesses high classification ability.
Keywords :
backpropagation; feature extraction; fuzzy set theory; image recognition; medical image processing; neural nets; BP net; feature extraction; fuzzy preprocessing; line moment; medical image recognition; neural network; vector standardization; Biomedical imaging; Bismuth; Feature extraction; Image edge detection; Image recognition; Instruments; Medical diagnostic imaging; Neural networks; Shape; Standardization; Medical image; edge detection; line moment; multi-structuring elements; neural network; pattern recognition;
Conference_Titel :
Electronic Measurement and Instruments, 2007. ICEMI '07. 8th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-1136-8
Electronic_ISBN :
978-1-4244-1136-8
DOI :
10.1109/ICEMI.2007.4350789
