Title :
Perceptual fuzzy multiscale color edge detection
Author :
Vertan, C. ; Stoica, A. ; Fernandez-Maloigne, C.
Author_Institution :
LAPI, Bucharest Politecnica Univ., Romania
fDate :
6/23/1905 12:00:00 AM
Abstract :
Color edge detection has been normally based on the vector extension of classical (scalar) derivative operators. This extension has been done either by the independent processing of each color component and aggregation of the partial results or by the synthesis of a special color space, featuring a single highly relevant component. These approaches fail to embed any visual perception information. This paper proposes the use of a perceptually relevant dissimilarity measure, based on a fuzzy color model and on a spatial symmetry color spread index as the basis of a color edge detector
Keywords :
edge detection; fuzzy set theory; image colour analysis; color space synthesis; fuzzy color model; partial results aggregation; perceptual fuzzy multiscale color edge detection; perceptually relevant dissimilarity measure; scalar derivative operators; spatial symmetry color spread index; vector extension; Color; Detectors; Fuzzy sets; Image analysis; Image edge detection; Image segmentation; Laplace equations; Maximum likelihood detection; Performance evaluation; Visual perception;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1007234