Image Processing using Pulse-Coupled Neural Networks
Applications in Python
Buch in deiner Nähe kaufen
Beschreibung
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 information extraction.
The third edition reflects renewed international interest in pulse image processing with updated sections presenting several newly developed applications. This edition also introduces a suite of Python scripts that assist readers in replicating results presented in the text and to further develop their own applications.
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 information extraction.
The third edition reflects renewed international interest in pulse image processing with updated sections presenting several newly developed applications. This edition also introduces a suite of Python scripts that assist readers in replicating results presented in the text and to further develop their own applications.
Explains how to learn from nature image recognition Applies pulse-coupled neural networks to image processing Displays many applications accompanied by Python scripts Considers a wide variety of image processing applications Includes supplementary material: sn.pub/extras
Autor*in
Thomas Lindblad
Themen in »Image Processing using Pulse-Coupled Neural Networks«
Applications of Image RecognitionI Biomimetic Image Processing Digital Models for Image Recognition Image Fusion Image Processing Algorithms Information Extraction Mammalian Visual Cortex Manipulating Images Neural Theory Python Scripts