对象分割#

基于区域边界的区域邻接图 (RAGs)

Region Boundary based Region adjacency graphs (RAGs)

区域邻接图 (RAG) 阈值化

Region adjacency graph (RAG) Thresholding

Normalized Cut

使用紧凑分水岭查找常规段

Find Regular Segments Using Compact Watershed

Thresholding

绘制区域邻接图 (RAGs)

Drawing Region Adjacency Graphs (RAGs)

Chan-Vese 分割

Chan-Vese Segmentation

寻找局部最大值

Finding local maxima

Niblack 和 Sauvola 阈值处理

Niblack and Sauvola Thresholding

多Otsu阈值化

Multi-Otsu Thresholding

应用 maskSLIC 与 SLIC

Apply maskSLIC vs SLIC

随机游走分割

Random walker segmentation

扩展分割标签，避免重叠

Expand segmentation labels without overlap

Watershed segmentation

分水岭变换的标记

Markers for watershed transform

标记图像区域

Label image regions

分割与超像素算法的比较

Comparison of segmentation and superpixel algorithms

找到两个分割的交集

Find the intersection of two segmentations

区域邻接图 (RAGs)

Region Adjacency Graphs (RAGs)

区域邻接图 (RAG) 合并

Region adjacency graph (RAG) Merging

使用不同的估计器测量周长

Measure perimeters with different estimators

区域边界RAGs的分层合并

Hierarchical Merging of Region Boundary RAGs

Extrema

使用 pandas 探索和可视化区域属性

Explore and visualize region properties with pandas

豪斯多夫距离

Hausdorff Distance

Morphological Snakes

使用局部特征和随机森林的可训练分割

Trainable segmentation using local features and random forests

测量区域属性

Measure region properties

Flood Fill

评估分割指标

Evaluating segmentation metrics

Euler number

使用滚动球算法估计背景强度

Use rolling-ball algorithm for estimating background intensity