Image Processing using Pulse-Coupled Neural Networks Applications in Python /

• Main Authors: Lindblad, Thomas. (Author), Kinser, Jason M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Edition: 3rd ed. 2013.
• Series: Biological and Medical Physics, Biomedical Engineering,
• Subjects: Engineering.; Computer vision.; Biomedical engineering.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Biophysics and Biological Physics.; Biomedical Engineering.; Numerical and Computational Physics.; Computer Imaging, Vision, Pattern Recognition and Graphics.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-36877-6

Image processing algorithms based on the mammalian visual cortex are powerful tools for extraction information and manipulating images. This book reviews the neural theory and translates them into digital models. Applications are given in areas of image recognition, foveation, image fusion and infor...

Table of Contents:

• Biological Models
• Programming in Python
• NumPy, SciPy and Python Image Library
• The PCNN and ICM
• Image Analysis
• Feedback and Isolation
• Recognition and Classification
• Texture Recognition
• Color and Multiple Channels
• Image Signatures
• Logic.