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  Stereo Integration, Mean Field Theory and Psychophysics

Yuille, A., Geiger, D., & Bülthoff, H.(1989). Stereo Integration, Mean Field Theory and Psychophysics (89-11). Cambridge, MA, USA: Harvard Robotics Laboratory.

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Datensatz-Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-EF11-9 Versions-Permalink: https://hdl.handle.net/21.11116/0000-0006-4578-6
Genre: Bericht

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 Urheber:
Yuille, A, Autor           
Geiger, D, Autor
Bülthoff, HH1, Autor           
Affiliations:
1External Organizations, ou_persistent22              

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Schlagwörter: -
 Zusammenfassung: We describe a theoretical formulation for stereo in terms of the Bayesian approach to vision and relate it to psychophysical experiments. The formulation enables us to integrate the depth information from different types of matching primitives, or from different vision modules. We solve the correspondence problem using compatibility constraints between features and prior assumptions on the interpolated surfaces that result from the marching. We use techniques from statistical physics to show how our theory relates lo previous work. Finally we show that, by a suitable choice of prior assumptions about surfaces, the theory is consistent with some psychophysical experiments which investigate the relative importance of different marching primitives.

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 Datum: 1989-01
 Publikationsstatus: Erschienen
 Seiten: -
 Ort, Verlag, Ausgabe: Cambridge, MA, USA : Harvard Robotics Laboratory
 Inhaltsverzeichnis: -
 Art der Begutachtung: -
 Identifikatoren: Reportnr.: 89-11
BibTex Citekey: 767
 Art des Abschluß: -

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