Applications of Pulse-Coupled Neural Networks

• Main Authors: Ma, Yide. (Author), Zhan, Kun. (Author), Wang, Zhaobin. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Subjects: Computer science.; Artificial intelligence.; Image processing.; Pattern recognition.; Electrical engineering.; Computer Science.; Image Processing and Computer Vision.; Signal, Image and Speech Processing.; Pattern Recognition.; Artificial Intelligence (incl. Robotics).; Electrical Engineering.; Computer Science, general.
• Online Access: View fulltext via EzAccess

"Applications of Pulse-Coupled Neural Networks" explores the fields of image processing, including image filtering, image segmentation, image fusion, image coding, image retrieval, and biometric recognition, and the role of pulse-coupled neural networks in these fields. This book is intend...

Table of Contents:

• I. Pulse Coupled Neural Networks
• II. Image filter
• III. Adaptive PCNN Model for Image segment
• IV. Image coding
• V. Image enhancement
• VI. Image fusion
• VII. Feature extraction using entropy
• VIII. Combinatorial Optimization.