Breadth-first search and its application to image processing problems

Citation
J. Silvela et J. Portillo, Breadth-first search and its application to image processing problems, IEEE IM PR, 10(8), 2001, pp. 1194-1199
Citations number
10
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
ISSN journal
10577149 → ACNP
Volume
10
Issue
8
Year of publication
2001
Pages
1194 - 1199
Database
ISI
SICI code
1057-7149(200108)10:8<1194:BSAIAT>2.0.ZU;2-#
Abstract
This paper explores the use of breadth-first graph traversal for the proces sing of digital images, It presents efficient algorithms for eroding, dilat ing, skeletonizing, and distance-transforming regions, These algorithms wor k by traversing regions in a breadth-first manner, using a queue for storag e of unprocessed pixels. They use memory efficiently-pixels are removed fro m the queue as soon as their processing has been completed - and they proce ss only pixels in the region land their neighbors), rather than requiring a complete scan of the image. The image is still represented as a pixel matr ix in memory; the graph is just a convenient framework for thinking about t he algorithms.