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
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;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2012 2nd International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4673-2963-7
DOI :
10.1109/ICCSNT.2012.6526291