Image Processing Using Pulse-Coupled Neural Networks

The book "Image Processing Using Pulse-Coupled Neural Networks" offers a comprehensive introduction to the application of Pulse-Coupled Neural Networks (PCNNs) in the field of image processing. It is the first work to detail and demonstrate the remarkable capabilities of these biologically inspired models. PCNNs are particularly effective at extracting textures, segments, and edges from images, making them valuable tools for fundamental image processing tasks. The application of PCNNs not only supports traditional tasks such as detection and image fusion but also opens up new techniques, including object isolation and content-based image retrieval. The book includes numerous examples of image processing applications as well as an overview of hardware implementations, making it a valuable resource for professionals and students in this field.