Schmidhuber, Juergen (1998) Facial beauty and fractal geometry. [Departmental Technical Report]
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Abstract
What is it that makes a face beautiful? Average faces obtained by photographic (Galton 1878) or digital (Langlois & Roggman 1990) blending are judged attractive but not optimally attractive (Alley & Cunningham 1991) --- digital exaggerations of deviations from average face blends can lead to higher attractiveness ratings (Perrett, May, & Yoshikawa 1994). My novel approach to face design does not involve blending at all. Instead, the image of a female face with high ratings is composed from a fractal geometry based on rotated squares and powers of two. The corresponding geometric rules are more specific than those previously used by artists such as Leonardo and Duerer. They yield a short algorithmic description of all facial characteristics, many of which are compactly encodable with the help of simple feature detectors similar to those found in mammalian brains. This suggests that a face's beauty correlates with simplicity relative to the subjective observer's way of encoding it.
Item Type: | Departmental Technical Report |
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Keywords: | beauty, attractiveness, fractal geometry, low-complexity art, low-complexity coding, vision, low-complexity face, aesthetics, information theory, Kolmogorov complexity, algorithmic complexity |
Subjects: | Psychology > Behavioral Analysis Neuroscience > Behavioral Neuroscience Biology > Animal Cognition Biology > Sociobiology Psychology > Cognitive Psychology Neuroscience > Computational Neuroscience Psychology > Comparative Psychology Computer Science > Artificial Intelligence Computer Science > Complexity Theory Computer Science > Machine Vision Computer Science > Neural Nets Computer Science > Statistical Models Psychology > Perceptual Cognitive Psychology Philosophy > Philosophy of Mind Philosophy > Philosophy of Science |
ID Code: | 690 |
Deposited By: | Schmidhuber, Juergen |
Deposited On: | 18 Jun 1998 |
Last Modified: | 11 Mar 2011 08:54 |
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