Explore MATLAB source code curated for "距离变换" with clean implementations, documentation, and examples.
A watershed segmentation algorithm utilizing distance transform for effective separation of overlapping objects, with implementation insights on distance calculation and marker-controlled watershed transformation.
Implementing image segmentation in MATLAB using distance transform and watershed algorithm with code-level technical enhancements
Comprehensive guide to distance transform in image processing - covering mathematical principles, algorithm implementations using OpenCV and MATLAB, and applications in computer vision and medical imaging.
The distance transform computes the distance from each pixel to its nearest feature pixel, generating an image point distance estimation matrix that enables image segmentation. This technique typically employs algorithms like Euclidean distance or chamfer distance for efficient calculation, with implementations available in libraries such as OpenCV via functions like distanceTransform().