Title :
Tone mapping using color correction function and image decomposition in high dynamic range imaging
Author :
Lee, Ji Won ; Park, Rae-Hong ; Chang, Soon Keun
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
fDate :
11/1/2010 12:00:00 AM
Abstract :
In this paper, we propose a tone mapping (TM) method using color correction function (CCF) and image decomposition in high dynamic range (HDR) imaging. The CCF in the proposed TM is derived from the luminance compression function with the color constraint under which the color ratios, between the three color channels of the radiance map and dynamic range compression term, are preserved and color saturation is controlled. The proposed CCF is developed to locally perform the luminance compression and color saturation control in local TM. For image decomposition, we use a bilateral filter and apply the adaptive weight to the base layer of the luminance. Computer simulations with various sets of real, low dynamic range images show the effectiveness of the proposed TM algorithm in terms of the visual quality as well the local contrast. It can be used for contrast and color enhancement in various display and acquisition devices.
Keywords :
brightness; filtering theory; image colour analysis; bilateral filter; color correction function; color saturation control; high dynamic range imaging; image decomposition; luminance compression; tone mapping; Classification algorithms; Color; Dynamic range; Heuristic algorithms; Histograms; Image coding; Image color analysis; bilateral filter, color correction function, color constraint, high dynamic range image, image decomposition, luminance compression, tone mapping.;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2010.5681168