The Lie transformation group model of visual perception

By P. Dodwell. 1983

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Yoshua Bengio
2. Sergey Levine
3. Danilo Jimenez Rezende
4. Francesco Locatello
5. Fei Ye
6. Irina Higgins
7. Loic Matthey
8. J. Urgen Schmidhuber

Citations in the corpus

• Towards a Definition of Disentangled Representations (2018, background): “Following Gibson’s work, psychologists almost immediately picked up on the mathematical framework of group theory as a way of formalising the notion of invariants and symmetry [26], but progress in applying this framework usefully in computer vision would take many decades.”
• Learning Lie Groups for Invariant Visual Perception (1998, background): “Although Lie groups have previously been used in visual perception [2], computer vision [16] and image processing [9], the question of whether it is possible to learn these groups directly from input data has remained open.”