Region Growing (2D/3D grayscale)

版本 1.5.0.0 (288.5 KB) 作者: Daniel
Recursive region growing algorithm for 2D/3D grayscale images with polygon and binary mask output
14.3K 次下载
更新时间 2011/8/15

查看许可证

A recursive region growing algorithm for 2D and 3D grayscale image sets with polygon and binary mask output. The main purpose of this function lies on clean and highly documented code.

Usage:
[P, J] = regionGrowing(cIM, initPos, thresVal, maxDist, tfMean, tfFillHoles, tfSimplify)

Inputs:
- cIM: 2D/3D grayscale matrix
- initPos: Coordinates for initial seed position
- thresVal: Absolute threshold level to be included
- maxDist: Maximum distance to the initial position in [px]
- tfMean: Updates the initial value to the region mean (slow)
- tfFillHoles: Fills enclosed holes in the binary mask
- tfSimplify: Reduces the number of vertices with line simplification

Outputs:
- P: VxN array (with V number of vertices, N number of dimensions). P is the enclosing polygon for all associated pixel/voxel
- J: Binary mask (with the same size as the input image) indicating 1 (true) for associated pixel/voxel and 0 (false) for being outside

引用格式

Daniel (2024). Region Growing (2D/3D grayscale) (https://www.mathworks.com/matlabcentral/fileexchange/32532-region-growing-2d-3d-grayscale), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2011a
兼容任何版本
平台兼容性
Windows macOS Linux
致谢

参考作品: Region Growing, Line Simplification

启发作品: Region Growing (2D/3D) in C

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
1.5.0.0

some cosmetic changes, attached example.mat

1.0.0.0