DocumentCode
1468589
Title
An Analysis of Visual Adaptation and Contrast Perception for Tone Mapping
Author
Ferradans, Sira ; Bertalmío, Marcelo ; Provenzi, Edoardo ; Caselles, Vicent
Author_Institution
Dept. de Tecnol. de la Inf. y las Comun., Univ. Pompeu Fabra, Barcelona, Spain
Volume
33
Issue
10
fYear
2011
Firstpage
2002
Lastpage
2012
Abstract
Tone Mapping is the problem of compressing the range of a High-Dynamic Range image so that it can be displayed in a Low-Dynamic Range screen, without losing or introducing novel details: The final image should produce in the observer a sensation as close as possible to the perception produced by the real-world scene. We propose a tone mapping operator with two stages. The first stage is a global method that implements visual adaptation, based on experiments on human perception, in particular we point out the importance of cone saturation. The second stage performs local contrast enhancement, based on a variational model inspired by color vision phenomenology. We evaluate this method with a metric validated by psychophysical experiments and, in terms of this metric, our method compares very well with the state of the art.
Keywords
data compression; image coding; screens (display); visual perception; color vision phenomenology; cone saturation; contrast perception; high-dynamic range image compression; low-dynamic range screen; observer; tone mapping; visual adaptation; Adaptation model; Equations; Image color analysis; Mathematical model; Photoreceptors; Retina; Visualization; High-dynamic range images; Naka-Rushton equation; Weber-Fechner contrast.; tone mapping;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/TPAMI.2011.46
Filename
5728823
Link To Document