DocumentCode
442590
Title
A simple and efficient image enhancement in the compressed domain
Author
Lee, S.K. ; Lertrattanapanich, S.
Author_Institution
SISA DMS Lab, Irvine, CA, USA
Volume
1
fYear
2005
fDate
11-14 Sept. 2005
Abstract
The objective of this paper is to develop a simple and efficient image enhancement algorithm for compressing image dynamics and enhancing image contrast in the discrete cosine transform (DCT) domain. The basic idea of this approach is to separate illumination and reflectance components of an image, so that by decreasing the contribution of the illumination the proposed algorithm effectively controls the dynamic range of the image using a contrast measure. The main advantage of the proposed algorithm is to enhance details in the dark and the bright areas with low computations without affecting the compressibility of the original image since it performs on the images in the compressed domain. In order to evaluate the proposed scheme, several base line approaches are described and compared.
Keywords
data compression; discrete cosine transforms; image coding; image enhancement; transform coding; DCT; compressed domain; discrete cosine transform; illumination; image enhancement; Discrete cosine transforms; Dynamic range; Frequency; Histograms; Humans; Image coding; Image enhancement; Lighting; Reflectivity; Visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1529902
Filename
1529902
Link To Document