Digital Image Processing: An Algorithmic Approach with MATLAB

ISBN-13: 9781138115187 / Angielski / Miękka / 2017 / 314 str.

QIDWAI

Opis

This text equips students with an essential understanding of digital image processing. It contains easy explanations of theoretical concepts, avoiding heavy mathematics wherever possible. The authors provide MATLAB^® codes that allow students to generate the same images found in the book and present the algorithms as simple flowcharts that can be coded in any programming environment. They include algorithmic accounts of the techniques, describe practical examples and potential applications, and cover both standard and advanced topics, such as face recognition and soft computing. Lecture slides, MATLAB codes, and other resources are available on the author’s website.

Recenzje

"…This book covers a reasonably large area of the subject for there to be something for most readers. …"
—I-Programmer, January 2010

Spis treści

Introduction to Image Processing and the MATLAB Environment. Image Acquisition, Types, and File I/O. Image Arithmetic. Affine and Logical Operations, Distortions, and Noise in Images. Image Transforms. Spatial and Frequency Domain Filter Design. Image Restoration and Blind Deconvolution. Image Compression. Edge Detection. Binary Image Processing. Image Encryption and Watermarking. Image Classification and Segmentation. Image-Based Object Tracking. Face Recognition. Soft Computing in Image Processing. Bibliography. Glossary. Index.