In this note, 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.

Entropy production in colour images / G. Boccignone, M. Ferraro, T. Caelli - In: Pattern Recognition, 2000. Proceedings. 15th International Conference on / [a cura di] A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alquezar, J.O. Eklundh, Y. Aloimonos. - [s.l] : IEEE, 2000. - ISBN 0769507506. - pp. 202-205 (( Intervento presentato al 15. convegno International Conference on Pattern Recognition tenutosi a Barcelona nel 2000.

Entropy production in colour images

G. Boccignone
;
2000

Abstract

In this note, 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.
English
Computer vision; statistical physics
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
Intervento a convegno
Esperti anonimi
Ricerca di base
Pubblicazione scientifica
Pattern Recognition, 2000. Proceedings. 15th International Conference on
A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alquezar, J.O. Eklundh, Y. Aloimonos
IEEE
2000
202
205
4
0769507506
15
Volume a diffusione internazionale
International Conference on Pattern Recognition
Barcelona
2000
15
IAPR
Convegno internazionale
Intervento inviato
scopus
Aderisco
G. Boccignone, M. Ferraro, T. Caelli
Book Part (author)
reserved
273
Entropy production in colour images / G. Boccignone, M. Ferraro, T. Caelli - In: Pattern Recognition, 2000. Proceedings. 15th International Conference on / [a cura di] A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alquezar, J.O. Eklundh, Y. Aloimonos. - [s.l] : IEEE, 2000. - ISBN 0769507506. - pp. 202-205 (( Intervento presentato al 15. convegno International Conference on Pattern Recognition tenutosi a Barcelona nel 2000.
info:eu-repo/semantics/bookPart
3
Prodotti della ricerca::03 - Contributo in volume
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/494339
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