Title :
Morphological and wave segmentation by cellular neural networks
Author :
Szabó, Tamás ; Szolgay, Peter
Author_Institution :
Neurocomputing & Image Process. Dept., Univ. of Veszprem, Hungary
Abstract :
This paper aims to carry out region-based segmentation in medical images. The main goal is to separate regions with the image features of a stroke, and moreover to develop algorithms for a special type of neural network. Experimental results are given.
Keywords :
cellular neural nets; diseases; feature extraction; image segmentation; mathematical morphology; medical image processing; cellular neural networks; image features; medical images; morphological segmentation; region-based segmentation; stroke; wave segmentation; Analog computers; Anatomical structure; Biomedical imaging; Cellular neural networks; Computer networks; Concurrent computing; Gaussian processes; Image segmentation; Neural networks; Smoothing methods;
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2004. NEUREL 2004. 2004 7th Seminar on
Print_ISBN :
0-7803-8547-0
DOI :
10.1109/NEUREL.2004.1416547
