A New Algorithm of Image Segmentation Based on Bidirectional Search Pulse-Coupled Neural Network

Authors:
Liu Yang;Kang Lei
Affiliations:
-;-
Venue:
CASON '10 Proceedings of the 2010 International Conference on Computational Aspects of Social Networks
Year:
2010

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Review: Pulse coupled neural networks and its applications

Expert Systems with Applications: An International Journal

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Abstract

Pulse-Coupled Neural Network (PCNN) is a new kind of network, which is constructed by simulating the activities of the mammal’s visual cortex neurons. PCNN is suitable for image processing, including segmentation, image fusion, edge extraction. In this paper, a new method is proposed which is the use of Bidirectional search Pulse-Coupled Neural Network (BPCNN) in the color image segmentation. The validity of this method is well verified by the analysis and experiments.