13.6.4 Constraint Based Matching

Chapter Contents (Back)
Recognition, Model Based. Model Based Recognition. Matching, Models. Matching, Constraints. See also Discrete Relaxation Theoretical Issues.

See also Synthesizing Constraint Expressions.

Lowe, D.G.[David G.],
Three-Dimensional Object Recognition from Single Two-Dimensional Images,
AI(31), No. 3, March 1987, pp. 355-395.
WWW Version. BibRef 8703
Earlier:
Visual Recognition from Spatial Correspondence and Perceptual Organization,
IJCAI85(951-959). Recognize Three-Dimensional Objects. Apply the analysis technique to a 3-D recognition tasks. BibRef

Lowe, D.G.[David G.],
The Viewpoint Consistency Constraint,
IJCV(1), No. 1, 1987, pp. 57-72.
Springer DOI Link Viewpoint Constraint. Use the constraints imposed by the viewpoint to limit the possible interpretations. I.e. is the interpretation consistent? BibRef 8700

Arbel, T.[Tal], Ferrie, F.P.[Frank P.],
On the Sequential Accumulation of Evidence,
IJCV(43), No. 3, July-August 2001, pp. 205-230.
WWW Version. 0108
BibRef
Earlier:
Informative Views and Sequential Recognition,
ECCV96(I:467-481).
Springer DOI Link Determine which views are good and which are bad. BibRef


Mackworth, A.K.[Alan K.],
Quick and Clean: Constraint-Based Vision for Situated Robots,
ICIP96(II: 789-792).
IEEE DOI Link BibRef 9600

Kuan, D.T., Shariat, H., Dutta, K.[Kalyan], and Ransil, P.,
A Constraint-Based System for Interpretation of Aerial Imagery,
ICCV88(601-609).
IEEE Abstract. IEEE Top Reference. An alternative presentation with different authors and more areas is in: BibRef 8800 DARPA89(332-352). Recognize Aircraft. Discusses the COBIUS system, uses knowledge bases for objects, constraints, control strategies, etc. Domain specific rules are represented as constraints. BibRef

Mundy, J.L., and Joynson, R.,
Constraint-Based Modeling,
DARPA89(425-442). System: GEOMETER. Combining the GEOMETER system with reasoning for recognition. BibRef 8900

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Rule-Based or Expert Systems for Recognition .


Last update:Nov 16, 2009 at 19:35:14