Entropy production in colour images

We generalize to colour images a method to calculate the local information content in an image. The method is based on the theory of thermodynamics of irreversible transformations and relies on fine-to-coarse transformations, such as diffusion processes. To this end, we discuss an extension to multi-valued images of isotropic diffusion, where cross-interactions between the different colour channels are allowed. Results achieved in simulation are presented and discussed.

[1]  L. Brillouin,et al.  Science and information theory , 1956 .

[2]  Terry Caelli,et al.  On the Representation of Image Structures via Scale Space Entropy Conditions , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Terry Caelli,et al.  Local structure in images from entropy production , 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

[4]  D. Ringach,et al.  Anisotropic diffusion of multivalued images , 1996 .

[5]  Guido Gerig,et al.  Vector-Valued Diffusion , 1994, Geometry-Driven Diffusion in Computer Vision.