Images are nothing but the two dimensional array of m columns and n rows where x and y are the spatial coordinates. The intensity at any pair of coordinates (x, y) is the amplitude of image at that point. Image may be continuous with respect to x and y coordinates. Different type of images includes intensity images (grayscale images), Color images (RGB images) and binary images. Here we will be using the grayscale images mostly.
- Intensity image: For an image of m by n matrix range is [0, 1] for class double and [0, 255] for class uint8.
- Binary images: For an image of m by n matrix range is [0, 1] and often referred as digital image where the intensity of image is finite and discrete quantity.
- Color image (RGB): For an image of m by n by 3 matrixes range is [0, 1] for class double and [0, 255] for class uint8.
Before moving towards how to reads image in matlab let have looks to the commonly used image formats.
Format
|
Extensions
|
JPEG : Joint Photographic Expert Group
|
.jpg , .jpeg
|
TIFF : Tagged Image File Format
|
.tif , .tiff
|
GIF : Graphics Interchange Format
|
.gif
|
BMP : Windows Bitmap
|
.bmp
|
PNG : Portable Network Graphics
|
.png
|
XWD : X Windows Dump
|
.xwd
|
Image Read
The Matlab image read function “imread” is used for reading images.
Syntax:imread(‘filename’);
x = imread(‘filename’); Stores image in a variable x.
- The single quotes (‘’) are used to delimit the string filename.
- The semicolon (;) at the end of the command line is used for suppressing the output. An imread command with no semicolon at the end will display the image pixel value in command window itself.
The second imread command
will save the image in the variable x. Suppose if we had to use the image ten times in our program
we would simply call that variable again and again instead of reading the image
ten times.
Image Show
The Matlab image display function “imshow” is used
for displaying images.
Syntax: imshow(variable name);
imshow(variable
name,[]); For proper image scaling.
Displaying the above read image using Imshow
imshow(x,[]);
We can use the nested command foe showing images as well.
imshow(imread(‘cameraman.tif’));
We can also choose the range of intensities in image to be
displayed with a modified imshow command.
imshow(variable
name,[low High]);
“Low” is the intensity value displayed as black and “High”
is the intensity value displayed as white.
The above imshow command displays the images with the defined low and intensity values of Low = 60 and high = 100.
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