DocumentCode :
178381
Title :
A statistical derivation of an automatic tone mapping algorithm for wide dynamic range display
Author :
Hore, Alain ; Yadid-Pecht, O.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
fYear :
2014
fDate :
4-9 May 2014
Firstpage :
2475
Lastpage :
2479
Abstract :
In this paper, we present a modified tone mapping algorithm for displaying wide dynamic range images with good brightness. Our algorithm embeds an automatic computation of the key parameter controlling the brightness of tone mapped images, which make use of statistical analysis of WDR images. This enables to prevent unnecessary or cumbersome manual tuning of parameters as often found in tone mapping algorithms. Experimental results performed on different WDR images show that we are able to get images which are visually pleasant and which have good brightness and contrast. The good performance of our algorithm is also confirmed numerically through the use of the tone mapping quality index (TMQI), an objective image quality measure.
Keywords :
brightness; image colour analysis; statistical analysis; TMQI; WDR images; automatic key parameter computation; automatic tone mapping algorithm; brightness; contrast; objective image quality measure; statistical analysis; statistical derivation; tone mapping quality index; wide dynamic range display; Algorithm design and analysis; Brightness; Computational modeling; Dynamic range; Heuristic algorithms; Image coding; Image color analysis; Wide dynamic range images; automatic parameterization; curve fitting; tone mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
Type :
conf
DOI :
10.1109/ICASSP.2014.6854045
Filename :
6854045
Link To Document :
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