Title :
Some information of B-Scan image that detected by CNN
Author :
Li, Guodong ; Min, Lequan ; Zang, Hongyan ; Wang, Jianghe ; Hong, Huiwen ; Liu, Yanling
Author_Institution :
Sch. of Math. & Phys., North China Electr. Power Univ., Beijing
Abstract :
In this paper, first, the counter detection (CD) cell nerve net (CNN) has been applied to preprocessing ultrasound B-scan images of patients´ livers. Second, the preprocessed images are further converted via Fourier transform. The maximal elements of the transformed matrix of the ultrasound B-scan images seem to be relation with the degrees of the damages of patient´s livers. If using Fourier transform processes directly the original ultrasound B-scan images of patients´ livers. Some relationships among the maximal elements and the damages of patient´s lives count are found easily. It is expected that the result in this paper can be helpful for the diagnosis
Keywords :
Fourier transforms; biomedical ultrasonics; cellular neural nets; liver; matrix algebra; medical image processing; Fourier transform; cellular neural net; counter detection; patient liver; transformed matrix; ultrasound B-Scan image; Biomedical imaging; Cellular neural networks; Counting circuits; Fourier transforms; Liver diseases; Medical diagnostic imaging; Physics; Pixel; Robustness; Ultrasonic imaging; CNN B-Scan image fourier transform;
Conference_Titel :
Information Acquisition, 2006 IEEE International Conference on
Conference_Location :
Weihai
Print_ISBN :
1-4244-0528-9
Electronic_ISBN :
1-4244-0529-7
DOI :
10.1109/ICIA.2006.305837