Title :
Visual position and orientation orders
Author :
Yang, Zhiyong ; Ma, Songde
Author_Institution :
Inst. of Autom., Acad. Sinica, Beijing, China
Abstract :
Visual position and orientation orders are discussed in two forms. At phenomenological level, position and orientation orders are explicitly expressed in an energy model. Several kinds of perceptual binding emerge as global solutions to this energy model. A new regularization theory is presented to use position and orientation orders. This regularization theory provides a general approach to visual representation and learning
Keywords :
neural nets; neurophysiology; physiological models; visual perception; energy model; learning; orientation orders; perceptual binding; phenomenological level; regularization theory; visual position orders; visual representation; Assembly systems; Automation; Bars; Humans; Laboratories; Liquid crystals; Machine vision; Pattern recognition; Shape; Smoothing methods;
Conference_Titel :
Neural Networks,1997., International Conference on
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-4122-8
DOI :
10.1109/ICNN.1997.611739
