DocumentCode
2290738
Title
High Dynamic Range image tone mapping based on local Histogram Equalization
Author
Boschetti, A. ; Adami, N. ; Leonardi, R. ; Okuda, M.
Author_Institution
Signal & Commun. Lab., Univ. of Brescia, Brescia, Italy
fYear
2010
fDate
19-23 July 2010
Firstpage
1130
Lastpage
1135
Abstract
High Dynamic Range (HDR) images can represent the acquired scene with a greater dynamic range of luminance than classical Low Dynamic Range (LDR) ones. Despite the recent diffusion of some HDR camera models, HDR displays are not yet in the market. For this reason HDR images need to be adapted in order to be properly rendered through conventional devices. This operation mainly consists in a dynamic range compression realized by applying a Tone Mapping Operator (TMO). In this work, a new tone map algorithm, derived from the Contrast Limited Adaptive Histogram Equalization (CLAHE) technique, is presented. With respect to the original CLAHE, in the proposed implementation an adaptive contrast limit and a new strategy for the determination of local tone mapping functions have been introduced. The comparison between the obtained LDR images, and those produced by applying State of the Art TMOs, evidences how the main characteristic of the proposed algorithm is the ability to equally enhance visibility in both dark and bright areas. This could be, for example, a key feature in video surveillance applications and automotive safety camera systems.
Keywords
image enhancement; automotive safety camera system; camera model; contrast limited adaptive histogram equalization; dynamic range compression; high dynamic range image tone mapping; local tone mapping function; tone map algorithm; tone mapping operator; video surveillance application; Complexity theory; Dynamic range; Heuristic algorithms; Histograms; Image color analysis; Pixel; Visualization; HDRI; image enhancement; tone mapping; unsupervised; visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location
Suntec City
ISSN
1945-7871
Print_ISBN
978-1-4244-7491-2
Type
conf
DOI
10.1109/ICME.2010.5583305
Filename
5583305
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