bmorph - binary morphological transforms
This function performs binary erosion or dilation.
It is faster than imerode.m and imdilate.m -- by more than an order of magnitude for any structuring element other than 'square' or 'disk' .
The only time it is slightly slower (about 10%) is for very small 'square' or 'disk' strels only.
Moreover, ’disk’ structuring elements in Matlab are actually octagonal, and often times a
true ’circular’ element is necessity.
It also comes in very handy when you don't have the Matlab Image Processing Toolbox :-)...
The function also allows very fast iterative calls which re-use the work done at previous iterations. (for instance when sweeping the size/size+shape of the structuring element while looking for a certain effect, a threshold in image statistics, etc.)
This re-use will make the speed increase compound exponentially, and one can also break the execution when desired.
For 2-3M pix images and strels in the range of 10-20 pixels the speed increase can be around 20x - 100x (depending on the machine cache, slightly on strel shape, etc.), with higher values as the image and/or strel size increase.
Simple call:
------------------------------------------
IMG_OUT = BMORPH(IMG_IN, SE, DilateNotErode, [], ObjStopAtEdge)
IMG_DIL = BMORPH(IMG_IN, SE, true); % dilate
IMG_ERO = BMORPH(IMG_IN, SE, false); % erode
% erode assuming the objects stop at edge :
IMG_ERO = BMORPH(IMG_IN, SE, false, [], true);
For iterative calls and more info on execution speed see the help in bmorph.m and the attached .pdf file.
Citation pour cette source
tudor dima (2024). bmorph - binary morphological transforms (https://www.mathworks.com/matlabcentral/fileexchange/26493-bmorph-binary-morphological-transforms), MATLAB Central File Exchange. Extrait(e) le .
Compatibilité avec les versions de MATLAB
Plateformes compatibles
Windows macOS LinuxCatégories
- Image Processing and Computer Vision > Image Processing Toolbox > Image Filtering and Enhancement > Morphological Operations >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Découvrir Live Editor
Créez des scripts avec du code, des résultats et du texte formaté dans un même document exécutable.
Version | Publié le | Notes de version | |
---|---|---|---|
1.4.0.0 | v.0.3b, 29.04.2012
|
||
1.0.0.0 |