bmorph - binary morphological transforms

版本 1.4.0.0 (152.5 KB) 作者: tudor dima
Fast binary erosion and dilation, with even faster iterative calls.
1.6K 次下载
更新时间 2012/4/30

查看许可证

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.

引用格式

tudor dima (2024). bmorph - binary morphological transforms (https://www.mathworks.com/matlabcentral/fileexchange/26493-bmorph-binary-morphological-transforms), MATLAB Central File Exchange. 检索时间: .

MATLAB 版本兼容性
创建方式 R2007b
兼容任何版本
平台兼容性
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
版本 已发布 发行说明
1.4.0.0

v.0.3b, 29.04.2012
- allow asymmetrical strels
- small speed improvements

1.0.0.0