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DTIC ADA149182: A Generalized Ordering Constraint for Stereo Corres...
by Defense Technical Information Center
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The ordering constraint along epipolar lines is a
powerful constraint that has been exploited by some
recent stereomatching algorithms. We formulate a
generalized ordering constraint, not restricted to
epipolar lines. We prove several properties of the
generalized ordering constraint and of the forbidden zone
, the set of matches that would violate the constraint.
We consider both the orthographic and the perspective
projection case, the latter for a simplified but standard
stereo geometry. The disparity gradient limit found in
the human stereo system may be related to a form of the
ordering constraint. To illustrate our analysis we
outline a simple algorithm that exploits the generalized
ordering constraint for matching contours of wireframe
objects. We also show that the use of the generalized
ordering constraint implies several other stereo matching
constraints: (a) the ordering constraint along epipolar
lines, (b) figural continuity, (c) Binford's cross-
product constraint, (d) Mayhew and Frisby's figural
continuity constraint. We finally discuss ways of
extending the algorithm to arbitrary 3-D objects.
Date Published: 2018-01-27 19:47:30
Identifier: DTIC_ADA149182
Item Size: 17604674
Language: english
Media Type: texts
# Topics
DTIC Archive; Yuille,A L ; MASSACHUS...
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