Book Image

Visual Media Processing Using MATLAB Beginner's Guide

By : George Siogkas
Book Image

Visual Media Processing Using MATLAB Beginner's Guide

By: George Siogkas

Overview of this book

Whether you want to enhance your holiday photographs or make a professional banner image for your website, you need a software tool that offers you quick and easy ways to accomplish it. All-in-one tools tend to be rare, and Matlab is one of the best available.This book is a practical guide full of step-by-step examples and exercises that will enable you to use Matlab as a powerful, complete, and versatile alternative to traditional image and video processing software.You will start off by learning the very basics of grayscale image manipulation in Matlab to master how to analyze 3-dimensional images and videos using the same tool. The methods you learn here are explained and expanded upon so that you gradually reach a more advanced level in Matlab image and video processing. You will be guided through the steps of opening, transforming, and saving images, later to be mixed with advanced masking techniques both in grayscale and in color. More advanced examples of artistic image processing are also provided, like creating panoramic photographs or HDR images. The second part of the book covers video processing techniques and guides you through the processes of creating time-lapse videos from still images, and acquiring, filtering, and saving videos in Matlab. You will learn how to use many useful functions and tools that transform Matlab from a scientific software to a powerful and complete solution for your everyday image and video processing needs.
Table of Contents (18 chapters)
Visual Media Processing Using MATLAB Beginner's Guide
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Accessing image pixels and changing their values


To gain a better understanding of how MATLAB treats images, we have to revisit the way it stores them in the Workspace window. In the previous chapter, we discussed the origin of MATLAB and why it is an ideal choice for processing images. So, let's start with a simple quiz to freshen your memory.

Let's start using the matrix manipulation property of MATLAB to our advantage. We have already seen how to import an image into the Workspace window, using the imread function:

>> img = imread('my_image.bmp');

Importing the image automatically generates a matrix variable in the Workspace window. Its dimensions (rows, columns, and colors) are the same as the original image and it also has the same depth (given in bits). In our example, the resulting matrix is 485 x 656 and its type is uint8, it means that the matrix has 485 rows, 656 columns, and its values are unsigned integers with a depth of 8 bits spanning from 0 (black) to 255 (white). The...