DocumentCode
1511736
Title
Photography Enhancement Based on the Fusion of Tone and Color Mappings in Adaptive Local Region
Author
Wang, Te-Hsun ; Fang, Chih-Wei ; Sung, Ming-Chian ; Lien, Jenn-Jier James
Author_Institution
Dept. of Comput. Sci. & Inf. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Volume
19
Issue
12
fYear
2010
Firstpage
3089
Lastpage
3105
Abstract
Existing tone reproduction schemes are generally based on a single image and are, therefore, unable to accurately recover the local details and colors of scene since the limited available information. Accordingly, the proposed tone reproduction system utilizes two images with different exposures (one low and one high) to capture the local detail and color information of low- and high-luminance regions of scene, respectively. The adaptive local region of each pixel is developed in order to appropriately reveal the details and maintain the overall impression of scene. Our system implements the local tone mapping and color mapping based on the adaptive local region by taking the lowly-exposed image as the basis and referencing the information of highly-exposed image. The local tone mapping compresses the luminance range in the image and enhances the local contrast to reveal the details, while the local color mapping maps the precise color information from the highly-exposed image to the lowly-exposed image. Finally, a fusion process is proposed to mix the local tone mapping and local color mapping results to produce the output image. A multiresolution approach is also developed to reduce time cost. The experimental results confirm that the system generates realistic reproductions of HDR scenes.
Keywords
colour photography; image coding; image colour analysis; image enhancement; image fusion; image reconstruction; image resolution; HDR scene; adaptive local region; color mapping; high dynamic range scene; high-luminance scene region; image compression; image contrast; image fusion; low-luminance scene region; multiresolution approach; photography enhancement; tone mapping; tone reproduction scheme; Color; Computer science; Costs; Dynamic range; Fusion power generation; Image coding; Image restoration; Layout; Permission; Photography; High dynamic range; local color mapping; local tone mapping; tone reproduction; Algorithms; Color; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Photography;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2010.2052269
Filename
5482181
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