English
 
User Manual Privacy Policy Disclaimer Contact us
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  Stereo Integration, Mean Field Theory and Psychophysics

Yuille, A., Geiger, D., & Bülthoff, H. (1990). Stereo Integration, Mean Field Theory and Psychophysics. Proceedings of the First European Conference on Computer Vision, Antibes, France, 165-172.

Item is

Basic

show hide
Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-EEA1-B Version Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-EEA2-9
Genre: Conference Paper

Files

show Files

Locators

show

Creators

show
hide
 Creators:
Yuille, A, Author
Geiger, D, Author
Bülthoff, HH1, Author              
Barstow, Editor
D., Editor
Brauer, W., Editor
Hansen, P. Brinch, Editor
Gries, D., Editor
Luckham, D., Editor
Moler, C., Editor
Pnueli, A., Editor
Seegmüller, G., Editor
Stoer, J., Editor
Wirth, N., Editor
Affiliations:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              

Content

show
hide
Free keywords: -
 Abstract: We describe a theoretical formulation for stereo in terms of the Markov Random Field and Bayesian approach to vision. This formulation enables us to integrate the depth information from different types of matching primitives, or from different vision modules. We treat the correspondence problem and surface interpolation as different aspects of the same problem and solve them simultaneously, unlike most previous theories. We use techniques from statistical physics to compute properties of our theory and show how it relates to previous work. These techniques also suggest novel algorithms for stereo which are argued to be preferable to standard algorithms on theoretical and experimental grounds. It can be shown (Yuille, Geiger and Bülthoff 1989) that the theory is consistent with some psychophysical experiments which investigate the relative importance of different matching primitives.

Details

show
hide
Language(s):
 Dates: 1990-04
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: ISBN: 3-540-52522-X
URI: http://www.springerlink.com/content/m0240386841p0qv2/fulltext.pdf
DOI: 10.1007/BFb0014852
BibTex Citekey: 751
 Degree: -

Event

show
hide
Title: First European Conference on Computer Vision (ECCV 90)
Place of Event: Antibes, France
Start-/End Date: -

Legal Case

show

Project information

show

Source 1

show
hide
Title: Proceedings of the First European Conference on Computer Vision, Antibes, France
Source Genre: Journal
 Creator(s):
Affiliations:
Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 165 - 172 Identifier: -