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Calculates Average Roughness, RMS Roughness, Skewness and Kurtosis. Has an option of filtering low-frequency and high-frequency components of images and calculating roughness for each of the separated images (waviness and roughness components).
Has an option to apply PCA model to roughness parameters (requires PLS Toolbox)
Basic image processing:
- cropping, resizing
- histogram equalization
Filtering:
- averaging
- contrast enhancement
Works with most types of Image formats:
JPEG, TIFF, BMP and more (see imread for format types)
RGB images are converted to grayscale
Opens MAT files containing variable IMAGES
Cite As
Kateryna Artyushkova (2026). GUI for calculating roughness parameters of images. (https://www.mathworks.com/matlabcentral/fileexchange/25981-gui-for-calculating-roughness-parameters-of-images), MATLAB Central File Exchange. Retrieved .
Acknowledgements
Inspired: GUI for calculating 1st and 2nd order statistics from images
Categories
Find more on Geometric Transformation and Image Registration in Help Center and MATLAB Answers
General Information
- Version 1.4.0.0 (28.6 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
