Multichannel pulse-coupled-neural-network-based color image segmentation for object detection

• Main Authors: Zhuang, Hualiang., Low, Kay-Soon., Yau, Wei-Yun.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/84789; http://hdl.handle.net/10220/11414
• Institution: Nanyang Technological University

This paper proposes a pulse-coupled neural network (PCNN) with multichannel (MPCNN) linking and feeding fields for color image segmentation. Different from the conventional PCNN, pulse-based radial basis function units are introduced into the model neurons of PCNN to determine the fast links among n...