In order to investigate the local filtering behavior of the Retinex model, we propose a new implementation in which paths are replaced by 2-D pixel sprays, hence the name “random spray Retinex.” A peculiar feature of this implementation is the way its parameters can be controlled to perform spatial investigation. The parameters’ tuning is accomplished by an unsupervised method based on quantitative measures. This procedure has been validated via user panel tests. Furthermore, the spray approach has faster performances than the path-wise one. Tests and results are presented and discussed.

Random spray retinex: a new retinex implementation to investigate the local properties of the model / E. Provenzi, M. Fierro, A. Rizzi, L. De Carli, D. Gadia, D.L.R. Marini. - In: IEEE TRANSACTIONS ON IMAGE PROCESSING. - ISSN 1057-7149. - 16:1(2007), pp. 162-171.

Random spray retinex: a new retinex implementation to investigate the local properties of the model

E. Provenzi
Primo
;
A. Rizzi;L. De Carli;D. Gadia
Penultimo
;
D.L.R. Marini
Ultimo
2007

Abstract

In order to investigate the local filtering behavior of the Retinex model, we propose a new implementation in which paths are replaced by 2-D pixel sprays, hence the name “random spray Retinex.” A peculiar feature of this implementation is the way its parameters can be controlled to perform spatial investigation. The parameters’ tuning is accomplished by an unsupervised method based on quantitative measures. This procedure has been validated via user panel tests. Furthermore, the spray approach has faster performances than the path-wise one. Tests and results are presented and discussed.
locality of color perception; pixel sprays; Retinex
Settore INF/01 - Informatica
2007
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/24165
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