Color auto correlogram
This function creates the auto-correlogram vector for an input image of
any size. The different distances which is assumed apriori can be user-defined in a vector.
It implements the algorithm as defined in Huang et al. paper 'Image Indexing using color autocorelogram'
Input:
I=The uint8 matrix representing the color image
distance_vector= The vector representating the different distances in
which the color distribution is calculated.
Output:
correlogram_vector=This is a straight vector representating the
probabilities of occurence of 64 quantized colors. Its total dimension is
64n X 1; where n is the number of different inf-norm distances
Usage: (To create the auto-correlogram vector for user-defined distances)
I=imread('peppers.png'); distance_vector=[1 3];
correlogram_vector=color_auto_correlogram(I,distance_vector);
Contact Author:
Soumyabrata Dev
E-mail: soumyabr001@e.ntu.edu.sg
http://www3.ntu.edu.sg/home2012/soumyabr001/
Cite As
Soumyabrata Dev (2024). Color auto correlogram (https://www.mathworks.com/matlabcentral/fileexchange/46093-color-auto-correlogram), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
- Image Processing and Computer Vision > Image Processing Toolbox > Image Segmentation and Analysis > Image Segmentation > Color Segmentation >
Tags
Acknowledgements
Inspired: photo-luminescence of SGT:Eu,Er 2.0%
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Version | Published | Release Notes | |
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1.0.0.0 |