Connected Component Labeling for 8-Connected Images
- Login to Download
- 1 Credits
Resource Overview
Detailed Documentation
In image processing, 8-connected component labeling is used to assign unique identifiers to each connected region. This technique enables processed images to obtain sequential labels through raster scanning (left-to-right, top-to-bottom), facilitating subsequent processing and analysis. The algorithm typically employs two-pass methods using union-find data structures or single-pass approaches with equivalence resolution. Key implementation steps include neighborhood checking using 8-directional kernels, label propagation, and equivalence table management. This technology finds applications in various domains including digital image processing and computer vision, making it essential knowledge for researchers and practitioners working with image analysis techniques.
- Login to Download
- 1 Credits