Title :
Connected filtering by graylevel classification through morphological histogram processing
Author :
Flores, Franklin Cesar ; Lotufo, R.D.A.
Author_Institution :
Fac. de Engenharia Eletrica e Comput., Univ. Estadual de Campinas, Brazil
Abstract :
The paper introduces a new connected filter which provides image simplification in terms of flat zone and graylevel reduction. This filtering consists of the application of morphological operators to the histogram. It is done because each object in the image has a significative distribution of graylevels in the histogram. In other words, it is enough to classify the distributions in the histogram for simplification of those objects. The article also shows some experimental results, where the proposed method is compared to other classical methods applied to flat zone and graylevel reduction
Keywords :
filtering theory; image classification; mathematical morphology; set theory; connected filter; connected filtering; flat zone; graylevel classification; graylevel reduction; histogram; image simplification; morphological histogram processing; morphological operators; Color; Computer graphics; Digital images; Filtering; Filters; Histograms; Image segmentation; Pattern recognition; Pixel; Statistics;
Conference_Titel :
Computer Graphics and Image Processing, 2001 Proceedings of XIV Brazilian Symposium on
Conference_Location :
Florianopolis
Print_ISBN :
0-7695-1330-1
DOI :
10.1109/SIBGRAPI.2001.963046