GUI for calculating roughness parameters of images.
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
Citation pour cette source
Kateryna Artyushkova (2024). 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. Récupéré le .
Compatibilité avec les versions de MATLAB
Plateformes compatibles
Windows macOS LinuxCatégories
- Image Processing and Computer Vision > Image Processing Toolbox > Geometric Transformation and Image Registration >
- Image Processing and Computer Vision > Image Processing Toolbox > Image Segmentation and Analysis > Region and Image Properties >
- MATLAB > Graphics > Images > Read, Write, and Modify Image >
Tags
Remerciements
A inspiré : GUI for calculating 1st and 2nd order statistics from images
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Version | Publié le | Notes de version | |
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1.4.0.0 | Modified opening files interface
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1.3.0.0 | Have corrected a uigetfiles to work for all older versions of Matlab |
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1.2.0.0 | Response to an error |
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1.0.0.0 |