The Lie transformation group model of visual perception
نویسندگان
چکیده
منابع مشابه
Learning Lie Groups for Invariant Visual Perception
One of the most important problems in visual perception is that of visual invariance: how are objects perceived to be the same despite undergoing transformations such as translations, rotations or scaling? In this paper, we describe a Bayesian method for learning invariances based on Lie group theory. We show that previous approaches based on first-order Taylor series expansions of inputs can b...
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ژورنال
عنوان ژورنال: Perception & Psychophysics
سال: 1983
ISSN: 0031-5117,1532-5962
DOI: 10.3758/bf03205890