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randomCropWindow2d

Create randomized rectangular cropping window

Description

example

win = randomCropWindow2d(inputSize,targetSize) determines the window to crop from a 2-D input image of size inputSize such that the size of the cropped image is targetSize. The coordinates of the window are selected from a random position in the input image.

Examples

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Read and display an image.

A = imread('kobi.png');
imshow(A)

Specify the target size of the cropping window.

targetSize = [1000 1000];

Create three random crop windows. Each window has a different position from the input image.

win1 = randomCropWindow2d(size(A),targetSize);
win2 = randomCropWindow2d(size(A),targetSize);
win3 = randomCropWindow2d(size(A),targetSize);

Crop the original image using each of the random crop windows.

B1 = imcrop(A,win1);
B2 = imcrop(A,win2);
B3 = imcrop(A,win3);

Display the three cropped images as a montage.

montage({B1,B2,B3},'Size',[1 3]);

Input Arguments

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Input image size, specified as one of the following.

Type of Input ImageFormat of inputSize
2-D grayscale or binary image2-element vector of positive integers of the form [height width]
2-D RGB or multispectral image of size 3-element vector of positive integers of the form [height width channels]

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64

Target image size, specified as one of the following.

Type of Target ImageFormat of targetSize
2-D grayscale or binary image2-element vector of positive integers of the form [height width]
2-D RGB or multispectral image of size 3-element vector of positive integers of the form [height width channels]

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64

Output Arguments

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Cropping window, returned as a Rectangle object.

Introduced in R2019b