Abstract
Many existing tone reproduction schemes are based on the use of a single high dynamic range (HDR) image and are therefore unable to accurately recover the local details and colors of the scene due to the limited information available. Accordingly, the current study develops a novel tone reproduction system which utilizes two images with different exposures to capture both the local details and color information of the low- and high-luminance regions of a scene. By computing the local region of each pixel, whose radius is determined via an iterative morphological erosion process, the proposed system implements a pixel-wise local tone mapping module which compresses the luminance range and enhances the local contrast in the low-exposure image. And a local color mapping module is applied to capture the precise color information from the high-exposure image. Subsequently, a fusion process is then performed to fuse the local tone mapping and color mapping results to generate highly realistic reproductions of HDR scenes.
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References
Ashikhmin, M.: A Tone Mapping Algorithm for High Contrast Images. 13th Eurographics, 145–156 (2002)
Blommaert, F.J.J., Martens, J.-B.: An Object-Oriented Model for Brightness perception. Spatial Vision 5(1), 15–41 (1990)
Chen, H.T., Liu, T.L., Fuh, C.S.: Tone Reproduction: A Perspective from luminance-Driven Perceptual Grouping. In: IJCV, vol. 65, pp. 73–96 (2005)
DiCarlo, J.M., Wandell, B.A.: Rendering High Dynamic Range Images. SPIE: Image Sensors 3965, 392–401 (2000)
Durand, F., Dorsey, J.: Fast Bilateral Filtering for the Display of High-Dynamic-Range Images. ACM SIGGRAPH, 257–266 (2002)
Eisemann, E., Durand, F.: Flash photography enhancement via intrinsic relighting. ACM Trans. Graph. 23(3), 673–678 (2004)
Fattal, R., Lischinski, D., Werman, M.: Gradient Domain High Dynamic Range Compress. ACM SIGGRAPH, 249–256 (2002)
Goshtasby, A.: A High dynamic range reduction via maximization of image information, http://www.cs.wright.edu/~agoshtas/hdr.html
Holm, J.: Photographic Tone and Colour Reproduction Goals. CIE Expert Symposium ’96 on Colour Standard for Image Technology, 51–56 (1996)
Sun, J., Tang, J.: Bayesian Correction of Image Intensity with Spatial Consideration. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3024, pp. 342–354. Springer, Heidelberg (2004)
Levin, A., Lischinski, D., Weiss, Y.: Colorization using optimization. ACM Trans Graph. 23(3), 689–694 (2004)
Petschnigg, G., Szeliski, R., Agrawala, M., Choen, M., Hoppe, H., Toyama, K.: Digitial photography with flash and no-flash image pairs. ACM Trans. Graph. 23(3), 664–672 (2004)
Pardo, A., Sapiro, G.: Visualization of High Dynamic Range Images. IEEE Trans. on Image Proc. 12(6), 639–647 (2003)
Ruderman, D.L., Chonin, T.W., Chiao, C.C: Statistic of cone responses to natural images: implications for visual coding. J. Optical Soc. Of America 15(8), 2036–2045 (1998)
Reinhard, E., Ashikhmin, M., Gooch, B., Shirley, P.: Color Transfer between Images. IEEE CG&A 21, 34–41 (2001)
Reinhard, E., Stark, M., Shirley, P., Ferwerda, J.: Photographic Tone Reproduction for Digital Images. ACM SIGGRAPH, 267–276 (2002)
Tai, Y.W., Jia, J., Tang, C.K.: Local Color Transfer via Probabilistic Segmentation by Expectation-Maximization. In: CVPR, vol. 1, pp. 747–754 (2005)
Tumblin, J., Turk, G.: LCIS: A Boundary Hierarchy for Detail-Preserving Contrast Reduction. ACM SIGGRAPH, 83–90 (1899)
Tumblin, J., Rushmeier, H.: Tone Reproduction for Computer Generated Images. IEEE CG&A 13(6), 42–48 (1993)
Ward, G.: A Contrast-Based Scale factor for Luminance Display. In: Heckbert, P. (ed.) Graphics Gems IV, pp. 415–421. Academic Press, Boston (1994)
Ward, G., Rushmeuer, H.E., Piatko, C.D.: A visibility matching tone reproduction operator for high dynamic range scenes. IEEE Trans. Visualization and Computer Graphics 3(4), 291–306 (1997)
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Sung, MC., Wang, TH., Lien, JJ.J. (2007). High Dynamic Range Scene Realization Using Two Complementary Images. In: Yagi, Y., Kang, S.B., Kweon, I.S., Zha, H. (eds) Computer Vision – ACCV 2007. ACCV 2007. Lecture Notes in Computer Science, vol 4843. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76386-4_24
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DOI: https://doi.org/10.1007/978-3-540-76386-4_24
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