Structural information theory

Structural information theory (SIT) is a theory about human perception and in particular about visual perceptual organization, which is a neuro-cognitive process. It has been applied to a wide range of research topics,[1] mostly in visual form perception but also in, for instance, visual ergonomics, data visualization, and music perception.

SIT began as a quantitative model of visual pattern classification. Nowadays, it includes quantitative models of symmetry perception and amodal completion, and is theoretically sustained by a perceptually adequate formalization of visual regularity, a quantitative account of viewpoint dependencies, and a powerful form of neurocomputation.[2] SIT has been argued to be the best defined and most successful extension of Gestalt ideas.[3] It is the only Gestalt approach providing a formal calculus that generates plausible perceptual interpretations.

  1. ^ Leeuwenberg, E. L. J. & van der Helm, P. A. (2013). Structural information theory: The simplicity of visual form. Cambridge, UK: Cambridge University Press.
  2. ^ van der Helm, P. A. (2014). Simplicity in vision: A multidisciplinary account of perceptual organization. Cambridge, UK: Cambridge University Press.
  3. ^ Palmer, S. E. (1999). Vision science: Photons to phenomenology. Cambridge, MA: MIT Press.

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