DocumentCode :
2304798
Title :
Fast edge-preserving envelope for dynamic range compression
Author :
Shengdong Pan ; Xiangjing An ; Hangen He
Author_Institution :
Coll. of Mechatron. Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
fYear :
2012
fDate :
29-31 Dec. 2012
Firstpage :
1902
Lastpage :
1906
Abstract :
High dynamic range scenes usually associate with abrupt illumination changes. In order to characterize such discontinuities in illumination, an algorithm for edge preserving image envelope estimation is proposed in this paper. The computational procedure follows the fast iterative approximate Gaussian envelope for Retinex theory, which is proposed by McCann and Sobel. Inspired by bilateral filtering, a contrast weight function is then introduced to preserve edges when computing the image envelope. The proposed envelope estimator is then adopted in dynamic range compression. Fine local contrast and low total dynamic range can be simultaneously obtained using the proposed algorithm. Meanwhile, the undesirable artifacts are avoided. Moreover, the algorithm inherits the high efficiency of McCann-Sobel Retinex algorithm.
Keywords :
Gaussian processes; edge detection; filtering theory; iterative methods; McCann-Sobel retinex algorithm; bilateral filtering; contrast weight function; dynamic range compression; edge preserving image envelope estimation; envelope estimator; fast edge-preserving envelope; fast iterative approximate Gaussian envelope; image envelope; Retinex algorithm; dynamic range compression; edge-preserving envelope; illumination estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2012 2nd International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4673-2963-7
Type :
conf
DOI :
10.1109/ICCSNT.2012.6526291
Filename :
6526291
Link To Document :
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