Title :
Shape preserving local contrast enhancement
Author :
Caselles, Vicent ; Lisani, Jose Luis ; Morel, Jean Michel ; Sapiro, Guillermo
Author_Institution :
Univ. de les Illes Balears, Palma de Mallorca, Spain
Abstract :
A novel approach for shape preserving contrast enhancement is presented. Contrast enhancement is achieved by means of a local histogram equalization algorithm which preserves the level-sets of the image. This basic property is violated by common local schemes, thereby introducing spurious objects and modifying the image information. The scheme is based on equalizing the histogram in all the connected components of the image, which are defined based on the image grey-values and spatial relations between its pixels. Following mathematical morphology, these constitute the basic objects in the scene. We give examples for both grey-valued and color images
Keywords :
image colour analysis; image enhancement; mathematical morphology; color images; grey-valued images; image connected components; image information; image level-sets; local histogram equalization algorithm; mathematical morphology; pixels; shape preserving local contrast enhancement; spatial relations; spurious objects; Color; Distribution functions; Histograms; Image processing; Inspection; Layout; Morphology; Pixel; Shape; Sun;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.647769