Image denoising and segmentation model construction based on IWOA-PCNN

• Published in: Scientific reports Vol. 13; no. 1; pp. 19848 - 14
• Main Author: Zhang, Xiaojun
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 13.11.2023; Nature Publishing Group; Nature Portfolio
• Subjects: 639/705/1041; 639/705/117; Algorithms; Humanities and Social Sciences; Image processing; Immunoglobulin A; Information processing; multidisciplinary; Neural networks; Optimization algorithms; Science; Science (multidisciplinary)

The research suggests a method to improve the present pulse coupled neural network (PCNN), which has a complex structure and unsatisfactory performance in image denoising and image segmentation. Then, a multi strategy collaborative improvement whale optimization algorithm (WOA) is proposed, and an i...