Title :
Connected filtering by reconstruction: Basis and new advances
Author :
Wilkinson, Michael H F
Author_Institution :
Inst. of Math. & Comput. Sci., Univ. of Groningen, Groningen
Abstract :
Openings-by-reconstruction are the oldest connected filters, and indeed, reconstruction methodology lies at the heart of many connected operators such as levelings. Starting out from the basic reconstruction principle of iterated geodesic dilations, extensions such as the use of reconstruction criteria, which constrain the reconstruction process, are discussed. The latter prevent linking distinct objects connected by narrow bridges during the reconstruction process, whilst maintaining as much edge preservation as possible. A far faster variant of filtering with reconstruction criteria is presented, which can be implemented in an O(N) algorithm in stead of O(N2).
Keywords :
edge detection; filtering theory; image reconstruction; connected filtering; edge preservation; iterated geodesic dilations; openings-by-reconstruction; reconstruction criteria; Bridges; Filtering algorithms; Filters; Geophysics computing; Heart; Image reconstruction; Joining processes; Mathematics; Morphology; Stability; Mathematical morphology; filtering by reconstruction; reconstruction criteria;
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2008.4712221