Image Processing in MATLAB | Fundamental Operations

Last Updated : 06 Aug, 2021

1. Reading Images

Images are read into the MATLAB Environment using imread() function which takes filename with applicable extension as the argument

For Example:

>> I=imread('nature.jpg');

This will read JPEG image ‘nature’ into the image array.

Note: The semicolon(;) at the end of command line is used to suppress the output in MATLAB.If ‘;’ is not used at the end, it will show the output of the specified operation.

2.Displaying Images

imshow() function is used to display images in MATLAB. The basic syntax of imshow() is

imshow(f, G);

Here f is image matrix and G is number of intensity level used to display the image. The second Argument in the above syntax is optional. If G is omitted its value defaults to 256 levels.

When we use the syntax

imshow(f, [Low, High]);

It displays all value less than or equal to ‘Low’ as black and all values greater than or equal to ‘High’ as white. The values between ‘Low’ and ‘High’ are displayed as the intermediate intensity value using the default number of levels.

Examples:

Showing Grayscale Images

>> imshow(f);

This will display the grayscale image f.

Also, we can write

>> imshow(f, [90, 180]);

It will display all value less than or equal to 90 as black and all values greater than or equal to 180 as white. The values between 90 and 180 are displayed as the intermediate intensity value using the default number of levels.

Showing Binary images

>> imshow(BW);

It displays the binary image BW. It displays pixels with the value 0 (zero) as black and pixels with the value 1 as white.

Showing RGB images

>> imshow(f);

It displays the RGB image f.

3. Writing images to disk

Images are written to disk using imwrite() function. The basic syntax of imwrite() is

imwrite(f, ‘filename’);

Here f is our image and filename is the name of file including a recognized file format extension. Alternatively, we can also specify desired format explicitly with a third argument.

For example

>> imwrite(f, 'nature.jpg');

Alternatively, we can write it as,

>> imwrite(f, 'nature', 'jpg');

The above commands write image f to a filename nature with extension jpg.

Note: The imwrite() function have some optional parameters too, depending upon file format.

For example:

>> imwrite(f, 'filename', 'quality', q);

The above syntax is applicable for only JPEG images. Here q is an integer and can take value between 0 to 100. Lower the value of q higher the degradation due to JPEG compression.

Some Other Important functions

i.) imfinfo

It displays the details of an image file

Example:

>> imfinfo nature.jpg;

Output:

          Filename: 'nature.jpg'         FileModDate: '23-Jun-2016 09:57:04'            FileSize: 238290              Format: 'jpg'       FormatVersion: ''               Width: 1920              Height: 1200            BitDepth: 24           ColorType: 'truecolor'     FormatSignature: ''     NumberOfSamples: 3        CodingMethod: 'Huffman'       CodingProcess: 'Sequential'             Comment: {'CREATOR: gd-jpeg v1.0 (using IJG JPEG v80), quality = 92?'}

ii.) size()
size() function take image matrix as an argument and give the row and column dimension of an image f. This function is used to determine the size of an image automatically.

Example :

>> size(f)

Output :

ans =   1920 1200

Here 1920 is the number of rows and 1200 is the number of columns in image f.

Note: As we know RGB images are represented using 3-D matrix in MATLAB. So, if f is a RGB image the above function will produce output as

ans =   1920 1200 3

iii.) whos f

This function will show additional detail about image matrix f.

Example :

whos f

Output :

 Name        Size                Bytes    Class    Attributes   f         300x400x3            360000   uint8

Python | Morphological Operations in Image Processing (Opening) | Set-1

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Image Processing in MATLAB | Fundamental Operations

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