DocumentCode
3485723
Title
Overview of adaptive morphology: Trends and perspectives
Author
Maragos, Petros ; Vachier, Corinne
Author_Institution
Sch. of E.C.E., Nat. Tech. Univ. of Athens, Athens, Greece
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
2241
Lastpage
2244
Abstract
In this paper we briefly overview emerging trends in `Adaptive Morphology´, i.e. work related to the theory and/or applications of image analysis filters, systems, or algorithms based on mathematical morphology, that are adaptive w.r.t. to space or intensity or use any other adaptive scheme. We present a new classification of work in this area structured along several major theoretical perspectives. We then sample specific approaches that develop spatially-variant structuring elements or intensity level-adaptive operators, modeled and implemented either via conventional nonlinear digital filtering or via geometric PDEs. Finally, we discuss some applications.
Keywords
digital filters; image processing; mathematical morphology; nonlinear filters; partial differential equations; adaptive morphology; geometric PDE; intensity level-adaptive operators; nonlinear digital filtering; spatially-variant structuring elements; Adaptive algorithm; Adaptive filters; Digital filters; Filtering theory; Image edge detection; Image sequence analysis; Morphology; Signal processing; Signal processing algorithms; Solid modeling; Adaptive filters; Morphological image analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5413961
Filename
5413961
Link To Document