DocumentCode
2596177
Title
Improved fuzzy logic supported HDR colored information enhancement
Author
Varkonyi-Koczy, Annamaria R.
Author_Institution
Dept. of Meas. & Inf. Syst., Budapest Univ. of Technol. & Econ., Budapest, Hungary
fYear
2009
fDate
5-7 May 2009
Firstpage
361
Lastpage
366
Abstract
High dynamic range of illumination may cause serious distortions and information loss in the viewing and further processing of digital images. Recently, HDR imaging techniques have come into the focus of research because these methods are able to help in detecting details that bright environment washes out and they miss fewer details in dark environment. By applying HDR techniques, the performance of different image processing and computer vision algorithms, information enhancement, object and pattern recognition can also be improved. In this paper, a new fuzzy logic supported colored HDR information enhancement method is introduced which may help in developing hardly or non-viewable features and content of images. The method is an improvement of the previously introduced gradient based synthesized multiple exposure time HDR method and by applying a new fuzzy weighting of the input pictures, the quality of the output image can significantly be improved while the complexity of the method is decreased.
Keywords
computer vision; fuzzy logic; image enhancement; lighting; object recognition; HDR colored information enhancement; computer vision algorithm; digital image processing; fuzzy logic; fuzzy weighting; high dynamic range imaging technique; illumination; image synthesization; object recognition; output image quality improvement; pattern recognition; Digital images; Distortion measurement; Dynamic range; Fuzzy logic; Image processing; Information systems; Instrumentation and measurement; Laplace equations; Lighting; Loss measurement; color image reproduction; digital image processing; high dynamic range images; information enhancement; multiple exposure time image synthesization;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
Conference_Location
Singapore
ISSN
1091-5281
Print_ISBN
978-1-4244-3352-0
Type
conf
DOI
10.1109/IMTC.2009.5168476
Filename
5168476
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