Informational Aesthetics Measures

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Reference

Rigau, J., Feixas, M., Sbert, M.: Informational Aesthetics Measures. IEEE Computer Graphics and Applications, 24–34 (2008).

DOI

http://dx.doi.org/10.1109/MCG.2008.34

Abstract

The Birkhoff aesthetic measure of an object is the ratio between order and complexity. Informational aesthetics describes the interpretation of this measure from an information-theoretic perspective. From these ideas, the authors define a set of ratios based on information theory and Kolmogorov complexity that can help to quantify the aesthetic experience.

Extended Abstract

Bibtex

Used References

G.D. Birkhoff, Aesthetic Measure, Harvard Univ. Press, 1933.

M. Bense, Einführung in die informationstheoretische Asthetik. Grundlegung und Anwendung in der Texttheorie (Introduction to the Information-theoretical Aesthetics. Foundation and Application to the Text Theory), Rowohlt Taschenbuch Verlag, 1969.

A. Moles, Information Theory and Esthetic Perception, Univ. of Illinois Press, 1968.

T.M. Cover and J.A. Thomas, Elements of Information Theory, Wiley Series in Telecommunications, John Wiley &, Sons, 1991. http://dx.doi.org/10.1002/0471200611

R. Scha and R. Bod, "Computationele Esthetica," (Computational Esthetics), Informatie en Informatiebeleid, vol. 11, no. 1, 1993, pp. 54&ndash,63, English translation available at http://iaaa.nl/rs/compestE.html.

J. Rigau, M. Feixas and M. Sbert, "Conceptualizing Birkhoff',s Aesthetic Measure Using Shannon Entropy and Kolmogorov Complexity," Proc. Eurographics Workshop Computational Aesthetics in Graphics, Visualization and Imaging, Eurographics Assoc., 2007, pp. 105-112.

M. Li et al., "The Similarity Metric," IEEE Trans. Information Theory, vol. 50, no. 12, 2004, pp. 3250-3264. http://dx.doi.org/10.1109/TIT.2004.838101

W.H. Zurek, "Algorithmic Randomness and Physical Entropy," Physical Rev. A, vol. 40, no. 8, 1989, pp. 4731-4751. http://dx.doi.org/10.1103/PhysRevA.40.4731

F. Nake, Ästhetik als Informationsverarbeitung: Grundlagen und Anwendungen der Informatik im Bereich ästhetischer Produktion und Kritik (Aesthetics as Data Processing: Bases and Applications of Computer Science in the Area of Aesthetic Production and Criticism), Springer, 1974.

J. Rigau, M. Feixas and M. Sbert, "An Information Theoretic Framework for Image Segmentation," Proc. IEEE Int',l Conf. Image Processing (ICIP 04), vol. 2, IEEE Press, 2004, pp. 1193-1196. http://dx.doi.org/10.1109/ICIP.2004.1419518


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