DocumentCode :
1465924
Title :
A Fast Dynamic Range Compression With Local Contrast Preservation Algorithm and Its Application to Real-Time Video Enhancement
Author :
Tsai, Chi-Yi
Author_Institution :
Dept. of Electr. Eng., Tamkang Univ., Taipei, Taiwan
Volume :
14
Issue :
4
fYear :
2012
Firstpage :
1140
Lastpage :
1152
Abstract :
This study addresses low dynamic range (LDR) image/video enhancement for digital video cameras. A new fast dynamic range compression format with a local-contrast-preservation (FDRCLCP) algorithm resolves this problem efficiently. The proposed FDRCLCP algorithm can combine with any continuously differentiable intensity transfer function to achieve LDR image enhancement. In combination with the FDRCLCP algorithm, a new intensity-transfer function is proposed, adaptively accomplishing dynamic range compression and edge-contrast enhancement depending on the local mean value of the input luminance image. The proposed method also extends to a linear color remapping approach, not only preserving the original image´s color information, but also controlling color saturation of the resulting image. Moreover, a look-up-table (LUT) acceleration approach improves the processing speed of the proposed FDRCLCP algorithm in processing video signals, allowing real-time video enhancement processing. Experimental results show that the proposed method not only provides good visual representation in both quantitative and visual comparisons, but also achieves real-time performance for video processing.
Keywords :
edge detection; image colour analysis; image enhancement; image representation; real-time systems; video cameras; video signal processing; FDRCLCP algorithm; LDR image enhancement; LUT acceleration; color saturation control; continuously differentiable intensity transfer function; digital video cameras; edge-contrast enhancement; fast dynamic range compression; input luminance image; linear color remapping approach; local contrast preservation algorithm; local mean value; look-up table acceleration approach; low dynamic range image enhancement; original image color information preservation; real-time video enhancement; real-time video enhancement processing; video signal processing; visual representation; Algorithm design and analysis; Dynamic range; Heuristic algorithms; Image coding; Image color analysis; Real time systems; Streaming media; Dynamic range compression; linear color remapping; local contrast preservation; low dynamic range image enhancement; real-time video enhancement;
fLanguage :
English
Journal_Title :
Multimedia, IEEE Transactions on
Publisher :
ieee
ISSN :
1520-9210
Type :
jour
DOI :
10.1109/TMM.2012.2190390
Filename :
6166368
Link To Document :
بازگشت