DocumentCode
3355543
Title
Use of fractals and median type filters in color texture segmentation
Author
Song, Li ; Yang, Ruikang ; Saarinen, Kari ; Gabbouj, Moncef
Author_Institution
Signal Process. Lab., Tampere Univ. of Technol., Finland
Volume
2
fYear
1996
fDate
12-15 May 1996
Firstpage
108
Abstract
In this paper, a fractal based feature extraction method is presented. This method calculates the fractals of color texture by utilizing the correlations among the color bands. Vector median operators are introduced to process the fractal features iteratively in order to obtain a representative color set. After segmentation a median filter is used to smooth the image. Experiments have been carried out with Khoros environment and the results confirm the effectiveness of the method
Keywords
feature extraction; fractals; image colour analysis; image segmentation; image texture; median filters; smoothing methods; Khoros environment; color texture segmentation; feature extraction; fractals; image smoothing; median type filter; vector median operators; Color; Feature extraction; Filters; Fractals; Geometry; Image segmentation; Laboratories; Rough surfaces; Signal processing; Surface roughness;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location
Atlanta, GA
Print_ISBN
0-7803-3073-0
Type
conf
DOI
10.1109/ISCAS.1996.540364
Filename
540364
Link To Document