Title :
Gradient-Based Synthesized Multiple Exposure Time Color HDR Image
Author :
Várkonyi-Kóczy, Annamária R. ; Rövid, András ; Hashimoto, Takeshi
Author_Institution :
Integrated Intell. Syst. Japanese-Hungarian Lab., Budapest Univ. of Technol. & Econ., Budapest
Abstract :
High dynamic range (HDR) of illumination may cause serious distortion and information loss in the viewing and further processing of digital images. On the other hand, digital processing can often improve the visual quality of real-world photographs or views. Recently, HDR imaging techniques have become the focus of much research because of their high theoretical and practical importance. If the scene to be viewed or processed has HDR (dark and bright) illumination, these methods are able to help to detect details that a bright environment washes out, and they miss fewer details in a dark environment. By applying HDR techniques, the performance of different image processing and computer vision algorithms, information enhancement, and object and pattern recognition can also be improved. In this paper, a new tone reproduction algorithm is introduced, which may help to develop hard-to-view or nonviewable features and content of color images. The method applies a multiple exposure time image synthesization technique, where the red, green, and blue (RGB) color components of the pixels are separately handled. In the output, the corresponding (modified) color components are blended. As a result, a high-quality color HDR image is obtained, which contains the maximum level of details and color information.
Keywords :
computer vision; gradient methods; image colour analysis; object recognition; color image; computer vision algorithm; digital image processing algorithm; gradient method; high dynamic range imaging; information enhancement; multiple exposure time image synthesization technique; object recognition; pattern recognition; real-world photograph; tone reproduction algorithm; visual quality; Color image reproduction; digital image processing; high dynamic range (HDR) images; information enhancement; multiple exposure time image synthesization; tone reproduction;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2008.925715