Title :
Region Growing Based on Pulse-Coupled Neural Network
Author :
Chen, Na ; Qian, Zhi-Bai ; Zhao, Shi-Xin ; Fan, Jin-Sheng
Author_Institution :
Shijiazhuang Railway Inst., Shijiazhuang
Abstract :
Coupling modulation mechanism is the key of PCNN model. This paper proposes a scheme for remedy coupling for edge neurons, in which coupling coefficient argumentation makeup lack of linking input. A brief restriction relation between dissimilar parameters is figured out in this paper, which just needs to configure one experimental parameter. Additionally, experimental data traced proves threshold exponential decaying mechanism in conventional model.
Keywords :
image segmentation; neural nets; PCNN model; coupling modulation mechanism; edge neurons; pulse-coupled neural network; region growing; Cities and towns; Cybernetics; Equations; Joining processes; Machine learning; Neural networks; Neurons; Pulse modulation; Rail transportation; Recruitment; Pulse; Pulse-coupled neural network; Recruit; Region growing;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370630
