Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
An Overview of PCNN Model’s Development and Its Application in Image Processing
Abstract In this paper, recent pulse coupled neural networks (PCNN) model’s development, especially in the fields related to the image processing, were surveyed. Our review aims to provide a comprehensive and systematic analysis of selected researches from past few decades, having powerful methods to infer the area of study. In this paper, all selected references are categorized in three groups, on the basis of neurons structure, parameters setting, and the inherent characteristics of PCNN. Various applications of these models were mentioned and underlying difficulties, limitations, merits and disadvantages were discussed in applying these models. The researchers will find it helpful to choose and use the appropriate model for a better application.
An Overview of PCNN Model’s Development and Its Application in Image Processing
Abstract In this paper, recent pulse coupled neural networks (PCNN) model’s development, especially in the fields related to the image processing, were surveyed. Our review aims to provide a comprehensive and systematic analysis of selected researches from past few decades, having powerful methods to infer the area of study. In this paper, all selected references are categorized in three groups, on the basis of neurons structure, parameters setting, and the inherent characteristics of PCNN. Various applications of these models were mentioned and underlying difficulties, limitations, merits and disadvantages were discussed in applying these models. The researchers will find it helpful to choose and use the appropriate model for a better application.
An Overview of PCNN Model’s Development and Its Application in Image Processing
Yang, Zhen (Autor:in) / Lian, Jing (Autor:in) / Guo, Yanan (Autor:in) / Li, Shouliang (Autor:in) / Wang, Deyuan (Autor:in) / Sun, Wenhao (Autor:in) / Ma, Yide (Autor:in)
2018
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
An Overview of PCNN Model’s Development and Its Application in Image Processing
| Springer Verlag | 2019
Multi-modal medical image fusion using improved dual-channel PCNN
| Springer Verlag | 2024
| DOAJ | 2023
Model's Calibration for Masonry Reinforced with FRP Mesh-Bars
| British Library Conference Proceedings | 2014
Model's Calibration for Masonry Reinforced with FRP Mesh-Bars
| Trans Tech Publications | 2014