Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/45902
Title: On completness in early vision from systems theory
Authors: Bolívar-Toledo, O.
Muñoz Blanco, J. A. 
Candela Solá, S.
Moreno-Diaz, Roberto 
UNESCO Clasification: 120304 Inteligencia artificial
Keywords: Visual cortex
Receptive field
Lateral geniculate nucleus
Visual pathway
Artificial vision
Visión artificial
Issue Date: 2000
Journal: Lecture Notes in Computer Science 
Conference: 7th International Workshop on Computer Aided Systems Theory, EUROCAST 1999 
Abstract: This paper shows the interaction among the algebraic-analytical data fields theory, the complete descriptions that may be truncated for practical visual tasks and the different level of processing in the early visual pathway, in order to establish a measure of the representation of similarity between images. Our work is based on the approach of modeling the representational capabilities of systems of receptive fields found in early mammalian vision. It is well known that a representation scheme with a metric in the space of representation induce, in a natural way, a similarity measure between images. We propose in this paper to compare different representation schemes, based in previous theorems about completnes on data fields, according to the induced similarity measure.
URI: http://hdl.handle.net/10553/45902
ISBN: 978-3-540-67822-9
ISSN: 0302-9743
DOI: 10.1007/10720123_44
Source: Kopacek P., Moreno-Díaz R., Pichler F. (eds) Computer Aided Systems Theory - EUROCAST’99. EUROCAST 1999. Lecture Notes in Computer Science, vol 1798. Springer, Berlin, Heidelberg
Appears in Collections:Actas de congresos
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