Region Growing (2D/3D grayscale)

Recursive region growing algorithm for 2D/3D grayscale images with polygon and binary mask output

現在この提出コンテンツをフォロー中です。

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

Daniel (2026). Region Growing (2D/3D grayscale) (https://jp.mathworks.com/matlabcentral/fileexchange/32532-region-growing-2d-3d-grayscale), MATLAB Central File Exchange. に取得済み.

謝辞

ヒントを得たファイル: Region Growing, Line Simplification

ヒントを与えたファイル: Region Growing (2D/3D) in C

一般的な情報

MATLAB リリースの互換性

  • すべてのリリースと互換性あり

プラットフォームの互換性

  • Windows
  • macOS
  • Linux
バージョン 公開済み リリース ノート Action
1.5.0.0

some cosmetic changes, attached example.mat

1.0.0.0