Title :
Filter techniques for complex spatio-chromatic image processing
Author :
McCabe, A. ; West, G. ; Caelli, T.
Author_Institution :
Sch. of Comput. Sci., Curtin Univ. of Technol., Perth, WA, Australia
Abstract :
We describe a color image transform which is capable of encoding spatio-chromatic image features. The method relies on the development of physical interpretations of complex image Fourier transforms allowing the direct extraction of spatio-chromatic structures from images. The process is analysed using an elliptical representation in order to determine filter characteristics and responses. Both a spatial and chromatic filter are developed and used on test images with results showing the ease with which this technique can be utilised
Keywords :
Fourier transforms; feature extraction; image coding; image colour analysis; image recognition; image representation; spatial filters; transform coding; chromatic filter; color image transform; complex image Fourier transforms; complex spatio-chromatic image processing; elliptical representation; extraction; filter techniques; spatial filter; spatio-chromatic image features; spatio-chromatic structures; Australia; Clocks; Color; Discrete transforms; Filtering; Filters; Fourier transforms; Image processing; Shape; Testing;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.723639