Title :
Connected operators based on region-trees
Author :
Salembier, Philippe
Author_Institution :
Univ. Politec. de Catalunya, Barcelona
Abstract :
Connected operators are operators that act by merging of elementary regions called flat zones. They cannot create new contours nor modify their position. Therefore, they have very good contour preservation properties. This paper discusses connected operators based on region trees. The filtering approach involves three steps: first, a region tree representation of the input image is constructed. Second, the simplification is obtained by pruning the tree and third, the output image is constructed from the pruned tree. The paper focuses on the trees used in practice and discusses various pruning strategies used in practice.
Keywords :
filtering theory; image reconstruction; image representation; trees (mathematics); connected operators; contour preservation properties; filtering approach; flat zones; pruned tree; region tree representation; Distortion; Filtering; Image processing; Image reconstruction; Merging; Nonlinear filters; Pixel; Shape; Signal processing; Binary Partition Tree; Connected operator; Inclusion Tree; Max-tree; Min-Tree; Morphological filters; Pruning;
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.2008.4712220