Simplicity versus likelihood in visual perception: from surprisals to precisals.

PA Van der Helm - Psychological Bulletin, 2000 - psycnet.apa.org
The likelihood principle states that the visual system prefers the most likely interpretation of a
stimulus, whereas the simplicity principle states that it prefers the most simple interpretation …

Bayes and the simplicity principle in perception.

J Feldman - Psychological review, 2009 - psycnet.apa.org
Discussions of the foundations of perceptual inference have often centered on 2 governing
principles, the likelihood principle and the simplicity principle. Historically, these principles …

[图书][B] Structural information theory: The simplicity of visual form

E Leeuwenberg, PA Van der Helm - 2013 - books.google.com
Structural information theory is a coherent theory about the way the human visual system
organises a raw visual stimulus into objects and object parts. To humans, a visual stimulus …

Against the likelihood principle in visual form perception.

EL Leeuwenberg, F Boselie - Psychological Review, 1988 - psycnet.apa.org
The likelihood principle, originally formulated by Helmholtz, states that the preferred
perceptual organization of a sensory pattern reflects the most likely object or event. This …

The status of the minimum principle in the theoretical analysis of visual perception.

G Hatfield, W Epstein - Psychological Bulletin, 1985 - psycnet.apa.org
We examine a number of investigations of perceptual economy or, more specifically, of
minimum tendencies and minimum principles in the visual perception of form, depth, and …

An embodied approach to perception: By what units are visual perceptions scaled?

DR Proffitt - Perspectives on Psychological Science, 2013 - journals.sagepub.com
When humans perceive the environment, angular units of visual information must be
transformed into units appropriate for the specification of such parameters of surface layout …

Bayesian confusions surrounding simplicity and likelihood in perceptual organization

PA van der Helm - Acta psychologica, 2011 - Elsevier
In the study of perceptual organization, the Occamian simplicity principle (which promotes
efficiency) and the Helmholtzian likelihood principle (which promotes veridicality) have been …

[引用][C] 2. Information Processing Systems Which Embody Computational Rules: The Connectionist Approach

GW Humphreys, MJ RIDDOCH - Mind & Language, 1986 - Wiley Online Library
In his article Manfredi (this volume) makes (what seems to us to be) a number of sound
points concerning the relations between information processing and ecological approaches …

The simplicity principle in perception and cognition

J Feldman - Wiley Interdisciplinary Reviews: Cognitive Science, 2016 - Wiley Online Library
The simplicity principle, traditionally referred to as Occam's razor, is the idea that simpler
explanations of observations should be preferred to more complex ones. In recent decades …

The search for simplicity: A fundamental cognitive principle?

N Chater - The Quarterly Journal of Experimental Psychology …, 1999 - Taylor & Francis
It is proposed that the cognitive system imposes patterns on the world according to a
simplicity principle: Choose the pattern that provides the briefest representation of the …