ABSTRACT
Current tone mapping technique for high dynamic range (HDR) image is limited by the gray scale of display screen. In this paper, we propose a novel tone mapping approach based on edge preserved dithering, which makes use of high resolution of display screen to breakthrough the gray scale limitation. To each HDR image, we first decompose its L* component to the ditherable patches and the unditherable patches. Then, we utilize linear programming to tone map the mean gray levels of the ditherable patches and the gray level of each pixel in the unditherable patches to an extended dynamic range. Finally, the gray levels of the tone mapped image are further narrowed to the required gray scale of display screen in which dithering is applied on ditherable patches. Experimental results show that edge preserved dithering can improve the distribution of the limited gray levels in the generated images and effectively reduce contouring and detail loss.
- A. Boschetti, N. Adami, R. Leonardi, and M. Okuda. High dynamic range image tone mapping based on local histogram equalization. In ICME, pages 1130--1135. IEEE, 2010.Google ScholarCross Ref
- S. J. Daly and X. Feng. Decontouring: Prevention and removal of false contour artifacts. Electronic Imaging, pages 130--149, 2004.Google Scholar
- J. Duan, M. Bressan, C. Dance, and G. Qiu. Tone-mapping high dynamic range images by novel histogram adjustment. Pattern Recognition, 43(5):1847--1862, 2010. Google ScholarDigital Library
- F. Durand and J. Dorsey. Fast bilateral filtering for the display of high-dynamic-range images. ACM TOG, 21(3):257--266, 2002. Google ScholarDigital Library
- B. Gu, W. Li, M. Zhu, and M. Wang. Local edge-preserving multiscale decomposition for high dynamic range image tone mapping. IEEE TIP, 22(1):70--79, 2013.Google Scholar
- Q. Luo, S. Zhang, T. Huang, W. Gao, and Q. Tian. Scalable mobile search with binary phrase. In ICIMCS, pages 66--70. ACM, 2013. Google ScholarDigital Library
- R. Mantiuk, S. Daly, and L. Kerofsky. Display adaptive tone mapping. ACM TOG, 27(3):68, 2008. Google ScholarDigital Library
- R. Mantiuk, K. J. Kim, A. G. Rempel, and W. Heidrich. Hdr-vdp-2: a calibrated visual metric for visibility and quality predictions in all luminance conditions. ACM TOG, 30(4):40, 2011. Google ScholarDigital Library
- E. D. Pisano, S. Zong, B. M. Hemminger, M. DeLuca, R. E. Johnston, K. Muller, M. P. Braeuning, and S. M. Pizer. Contrast limited adaptive histogram equalization image processing to improve the detection of simulated spiculations in dense mammograms. J Digital Imaging, 11(4):193--200, 1998.Google ScholarCross Ref
- E. Reinhard, W. Heidrich, P. Debevec, S. Pattanaik, G. Ward, and K. Myszkowski. High dynamic range imaging: acquisition, display, and image-based lighting. Morgan Kaufmann, 2010.Google ScholarDigital Library
- L. Roberts. Picture coding using pseudo-random noise. IRE TIT, 8(2):145--154, 1962.Google ScholarCross Ref
- X. Wu. A linear programming approach for optimal contrast-tone mapping. IEEE TIP, 20(5):1262--1272, 2011. Google ScholarDigital Library
Index Terms
- High Dynamic Range Image Tone Mapping with Edge Preserved Dithering
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