Browse > Article
http://dx.doi.org/10.5909/JBE.2016.21.6.920

High Dynamic Range Image Display Combining Weighted Least Squares Filtering with Color Appearance Model  

Piao, Mei-Xian (Department of Electronics and Computer Engineering, Hanyang University)
Lee, Kyung-Jun (Department of Electronics and Computer Engineering, Hanyang University)
Wee, Seung-Woo (Department of Electronics and Computer Engineering, Hanyang University)
Jeong, Jechang (Department of Electronics and Computer Engineering, Hanyang University)
Publication Information
Journal of Broadcast Engineering / v.21, no.6, 2016 , pp. 920-928 More about this Journal
Abstract
Recently high dynamic range imaging technique is hot issue in computer graphic area. We present a progressive tone mapping algorithm, which is based on weighted least squares optimization framework. Our approach combines weighted least squares filtering with iCAM06 model. To show more perceptual high dynamic range images in conventional display, we decompose high dynamic range image into base layers and detail layers. The base layers are obtained by using weighted least squares filter. Then, we adopt chromatic adaption function and non-linear compression function to deal with base layers. Only the base layers reduce contrast, and preserving detail. The image quality assessment shows that our tone mapped image is more similar to original high dynamic range image. Moreover, the subjective result shows our algorithm produces more reliable and pleasing image.
Keywords
Tone mapping; Color appearance model; Weighted least squares;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
연도 인용수 순위
1 D. Park, J. Kim, S. Lim, J. Kim, and H. Kim, "LCU-Level Rate Control for HEVC Considering Hierarchical Coding Structure," Journal of Broadcast Engineering, vol. 16, no. 5, pp. 762-772, 2011.   DOI
2 Y. Kim, J. Choi, and H. Choi, "Performance Analysis of Scalable HEVC Coding Tools," Journal of Broadcast Engineering, vol. 20, no. 4, pp. 497-508, 2015.   DOI
3 J. Lim, Y. Ahn, W. Lim, S. Park, D. Sim, and J. Kang, "Layered Coding Method for Scalable Coding of HDR and SDR videos," Journal of Broadcast Engineering, vol. 20, no. 5, pp. 756-769, 2015.   DOI
4 E. Francois, C. Fogg, Y. He, X. Li, A. Luthra, and A. Segall, "High Dynamic Range and Wide Color Gamut Video Coding in HEVC: Status and Potential Future Enhancements," IEEE Trans. Circuits Syst. Video Technol., vol. 26, no. 1, pp. 63-75, Jan. 2016.   DOI
5 Z. Farbman, R. Fattal, D. Lischinski, and R. Szeliski, "Edge-preserving decompositions for multi-scale tone and detail manipulation," ACM Trans. Graph., vol. 27, Iss. 3, Aug. 2008.
6 J. Kuang, G. Johnson, and M. Fairchild, "iCAM06: A refined image appearance model for HDR image rendering," Journal of Visual Communication and Image Representation, vol. 18, Iss. 5, pp. 406-414, 2007.   DOI
7 M. Fairchild, G. Johnson, "Meet iCAM: A next-generation color appearance model," IS& T/SID 10th Color Imaging Conference, pp. 33-38, 2002.
8 F. Durand, J. Dorsey, "Fast bilateral filtering for the display of high-dynamic-range images," ACM Trans. Graph., vol. 21, no.3, pp. 257-266, 2002.
9 P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 7, pp. 629-639, 1990.   DOI
10 C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images," In Proc. IEEE Int. Conf. on Computer Vision, pp. 836-846, 1998.
11 D. Lischinski, Z. Farbman, M. Uyttendaele, and R. Szeliski, "Interactive local adjustment of tonal values," ACM Trans. Graph., vol. 25, no. 3, pp. 646-653, 2006.   DOI
12 H. Yeganeh and Z. Wang, "Objective Quality Assessment of Tone-Mapped Images," IEEE Trans. Image Process., vol. 22, no. 2, pp. 657-667, Feb. 2013.   DOI
13 F. Drago, K. Myszkowski, T. Annen, and N. Chiba, "Adaptive Logarithmic Mapping For Displaying High Contrast Scenes," Computer Graphics forum, vol. 22, Iss. 3, pp. 419-426, Sep. 2003.   DOI
14 K. Ma, H. Yeganeh, K. Zeng, and Z. Wang, "High Dynamic Range Image Compression by Optimizing Tone Mapped Image Quality Index," IEEE Trans. Image Process., vol. 24, no. 10, pp. 3086-3097, Oct. 2015.   DOI
15 R. Mantiuk, A. Tomaszewska, and W. Heidrich, "Color correction for tone mapping," Computer Graphics forum, vol. 28, Iss. 2, pp. 193-202, April 2009.   DOI