Aesthetics in Covariant Image Reconstruction

Aus de_evolutionary_art_org
Wechseln zu: Navigation, Suche

Reference

Todor Georgiev: Aesthetics in Covariant Image Reconstruction. In: László Neumann, Mateu Sbert, Bruce Gooch, Werner Purgathofer (Eds.): Eurographics Workshop on Computational Aesthetics. 2005. 75-81

DOI

http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/075-081

Abstract

This paper describes a method of seamless cloning based on aesthetic theory of lightness perception. Judgment of lightness and color harmony is treated as low level aesthetic judgment made by the human visual system. The equation written based on this consideration is an improvement to Poisson image editing, and produces results that are better than the current state of the art in the area of scratch/object removal. The reason our result is aesthetically pleasing is that it is fundamentally based on aesthetic theory, and it proves the usefulness of our theoretical approach.

Extended Abstract

Bibtex

@inproceedings{Georgiev:2005:ACI:2381219.2381231,
author = {Georgiev, Todor},
title = {Aesthetics in Covariant Image Reconstruction},
booktitle = {Proceedings of the First Eurographics Conference on Computational Aesthetics in Graphics, Visualization and Imaging},
series = {Computational Aesthetics'05},
year = {2005},
isbn = {3-905673-27-4},
location = {Girona, Spain},
pages = {75--81},
numpages = {7},
url = {http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/075-081 http://de.evo-art.org/index.php?title=Aesthetics_in_Covariant_Image_Reconstruction },
doi = {10.2312/COMPAESTH/COMPAESTH05/075-081},
acmid = {2381231},
publisher = {Eurographics Association},
address = {Aire-la-Ville, Switzerland, Switzerland},
} 

Used References

Aseem Agarwala , Mira Dontcheva , Maneesh Agrawala , Steven Drucker , Alex Colburn , Brian Curless , David Salesin , Michael Cohen, Interactive digital photomontage, ACM Transactions on Graphics (TOG), v.23 n.3, August 2004 http://doi.acm.org/10.1145/1015706.1015718

ADOBE: Photoshop 7.0 User Guide. Adobe Systems, San Jose, 2002.

BERTALMIO M., BERTOZZI A. L., SAPIRO G.: Navier-stokes, fluid dynamics, and image and video inpainting. Proceedings of the International Conference on Computer Vision and Pattern Recognition, IEEE, Dec. 2001, Kauai, HI, volume I, pp. I-355-I362.

Marcelo Bertalmio , Guillermo Sapiro , Vincent Caselles , Coloma Ballester, Image inpainting, Proceedings of the 27th annual conference on Computer graphics and interactive techniques, p.417-424, July 2000 http://doi.acm.org/10.1145/344779.344972

M. Bertalmio , L. Vese , G. Sapiro , S. Osher, Simultaneous structure and texture image inpainting, IEEE Transactions on Image Processing, v.12 n.8, p.882-889, August 2003 http://dx.doi.org/10.1109/TIP.2003.815261

CRIMINISI A. P. P., K. T.: Object removal by exemplar-based inpainting. In Proceedings of CVPR 2003, vol. 2 (Madison, Wisconsin, June 2003), pp. 721-728.

CHOQUET-BRUHAT Y., DEWITTMORETTE C.: Analysis, Manifolds and Physics. Amsterdam, North-Holland, 1982.

EINSTEIN A., GROSSMANN M.: Outline of a Generalized Theory of Relativity and of a Theory of Gravitation. Princeton University Press, 1996. ISBN 0-691-02610-6.

Alexei A. Efros , Thomas K. Leung, Texture Synthesis by Non-Parametric Sampling, Proceedings of the International Conference on Computer Vision-Volume 2, p.1033, September 20-25, 1999 http://dl.acm.org/citation.cfm?id=851569&CFID=588525319&CFTOKEN=29804931

FIORENTINI A., BAUMGARTNER G., MAGNUSSEN S., SCHILLER P. H., THOMAS J. P.: The perception of brightness and darkness relations to neuronal receptive fields. In Visual perception the neurophysiological foundations, Spillmann L., Werner J. S., (Eds.). Academic Press, 1990, ch. 7, pp. 129-161.

FINLAYSON G., HORDLEY S., DREW M.: Removing shadows from images, 2002.

Raanan Fattal , Dani Lischinski , Michael Werman, Gradient domain high dynamic range compression, ACM Transactions on Graphics (TOG), v.21 n.3, July 2002 http://doi.acm.org/10.1145/566654.566573

GAZZANIGA M.: The New Cognitive Neurosciences (2nd ed.). MIT Press, Cambridge, MA, 2000.

GEORGIEV T.: Photoshop healing brush: a tool for seamless cloning. In Workshop on Applications of Computer Vision in conjunction with ECCV 2004 (Prague, May 2004), pp. 1-8.

GEORGIEV T.: Image reconstruction invariant to relighting. In Eurographics 2005 (Dublin, August 2005), pp. 61-64.

GEORGIEV T.: Vision, healing brush, and fiber bundles. In Proceedings of SPIE Vol. 5666 (San Jose, January 2005).

HORN B. K. P.: Determining lightness from an image. Computer Graphics and Image Processing 3, 1 (Dec. 1974), 277-299.

Anil N. Hirani , Takashi Totsuka, Combining frequency and spatial domain information for fast interactive image noise removal, Proceedings of the 23rd annual conference on Computer graphics and interactive techniques, p.269-276, August 1996 http://doi.acm.org/10.1145/237170.237264

KANT I.: Critique of Pure Reason. Cambridge Univ. Press, Cambridge, 1998.

LAND E. H.: The retinex theory of color vision. Scientific American 237, 6 (Dec. 1977), 108-128.

Anat Levin , Dani Lischinski , Yair Weiss, Colorization using optimization, ACM Transactions on Graphics (TOG), v.23 n.3, August 2004 http://doi.acm.org/10.1145/1015706.1015780

LEVIN A., ZOMET A., PELEG S., WEISS Y.: Seamless image stitching in the gradient domain, 2003.

Patrick Pérez , Michel Gangnet , Andrew Blake, Poisson image editing, ACM Transactions on Graphics (TOG), v.22 n.3, July 2003 http://doi.acm.org/10.1145/882262.882269

William H. Press , Saul A. Teukolsky , William T. Vetterling , Brian P. Flannery, Numerical recipes in C (2nd ed.): the art of scientific computing, Cambridge University Press, New York, NY, 1992 http://dl.acm.org/citation.cfm?id=148286&CFID=588525319&CFTOKEN=29804931

SAUNDERS D. J.: The geometry of jet bundles. Cambridge Univ. Press, Cambridge, 1989.

SECKEL A.: The Art of Optical Illusions. Carlton Books, 2000.

VON KRIES J.: Chromatic Adaptation, Translation: D. MacAdam, Sources of Color Science, MIT press 1970. MIT press, 1902.

WEYL H.: Gravitation and Electricity. Methuen and Co. LTD., London, 1923.

Li-Yi Wei , Marc Levoy, Fast texture synthesis using tree-structured vector quantization, Proceedings of the 27th annual conference on Computer graphics and interactive techniques, p.479-488, July 2000 http://doi.acm.org/10.1145/344779.345009


Links

Full Text

[extern file]

intern file

Sonstige Links

http://dl.acm.org/citation.cfm?id=2381219.2381231&coll=DL&dl=GUIDE&CFID=588525319&CFTOKEN=29804931