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Fast Alignment by Eliminating Unlikely Matches (1992)  (Make Corrections)  (3 citations)
Clark F. Olson



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Abstract: The alignment method [ Huttenlocher and Ullman, 1990 ] is a model-based object recognition technique that determines possible object transformations from three hypothesized matches of model and image points. In the absence of grouping, the alignment method must examine each possible matching of three model points with three image points. Thus, if m is the number of model features and n is the number of image features, this method requires O(m 3 n 3 ) transformations to be computed. Each of... (Update)

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...has been achieved while still finding a correct alignment. Additional details of the techniques presented in this paper can be found in [5] and [6] 2 The Alignment Method The premise of the alignment method is that a unique (up to a reflection) affine transformation...

...her loving support. Portions of this thesis have appeared or will appear in technical reports, conferences, and journal articles (e.g. [Olson, 1992,1993a,1993b,1993c,1994a,1994b] This research has been supported by a National Science Foundation Graduate Fellowship to the...

Cited by:   More
Probabilistic Indexing: Recognizing 3D Objects from 2D Images.. - Olson (1993)   (Correct)
Fast Object Recognition by Selectively Examining Hypotheses - Olson (1994)   (Correct)
Fast Alignment Using Probabilistic Indexing - Clark Olson (1993)   (Correct)

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0.2:   Modelling and Testing the Stability of Edge Segments.. - Madsen, Christensen (1995)   (Correct)
0.2:   Modeling Image Analysis Problems Using Markov Random Fields - Li (2000)   (Correct)

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0.2:   An Area-Based Alignment Method for 3D Urban Models - Debaque, Stamon   (Correct)
0.1:   Recognizing Rigid Objects by Aligning Them with an Image - Huttenlocher, al. (1987)   (Correct)
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3:   Bayesian Inference in Model-Based Machine Vision (context) - Binford, Levitt et al. - 1989
3:   The probabilistic peaking effect of viewed angles and distances with application.. (context) - Ben-Arie - 1990
3:   View variation of point set and line segment features (context) - Burns, Weiss et al. - 1993

BibTeX entry:   (Update)

C. F. Olson. Fast alignment by eliminating unlikely matches. Technical Report UCB//CSD-92-704, University of California at Berkeley, November 1992. http://citeseer.ist.psu.edu/olson92fast.html   More

@techreport{ olsonolsonfast,
    author = "Clark F. Olson",
    title = "Fast Alignment by Eliminating Unlikely Matches",
    number = "CSD-92-704",
    pages = "21",
    url = "citeseer.ist.psu.edu/olson92fast.html" }
Citations (may not include all citations):
1080   A computational approach to edge detection - Canny - 1986
266   Heuristics: Intelligent Search Strategies for Computer Probl.. (context) - Pearl - 1984
170   Recognizing solid objects by alignment with an image (context) - Huttenlocher, Ullman - 1990
128   Perceptual Organization and Visual Recognition (context) - Lowe - 1985
123   Scene labeling by relaxation operations (context) - Rosenfeld, Hummel et al. - 1976
118   Object recognition using alignment (context) - Huttenlocher, Ullman - 1987
78   View variation of point set and line segment features (context) - Burns, Weiss et al. - 1990
75   the sensitivity of the Hough transform for object recognitio.. - Grimson, Huttenlocher - 1990
70   Three-dimensional model matching from an unconstrained viewp.. (context) - Thompson, Mundy - 1987
64   Object recognition by affine invariant matching (context) - Lamdan, Schwartz et al. - 1988
64   Fundamentals of Matrix Computations (context) - Watkins - 1991
51   Perceptual organization for scene segmentation and descripti.. (context) - Mohan, Nevatia - 1992
38   Calculus and Analytic Geometry (context) - Thomas, Finney - 1984
36   Space and time bounds on indexing 3-d models from 2-d images (context) - Clemens, Jacobs - 1991
35   Structural indexing: Efficient 3-d object recognition (context) - Stein, Medioni - 1992
28   Bayesian inference in modelbased machine vision (context) - Binford, Levitt et al. - 1989
27   Application of affine-invariant Fourier descriptors to recog.. (context) - Arbter, Snyder et al. - 1990
26   Recognizing solid objects by alignment (context) - Huttenlocher, Ullman - 1988
25   The probabilistic peaking effect of viewed angles and distan.. (context) - Ben-Arie - 1990
19   Optimal affine-invariant point matching (context) - Costa, Haralick et al. - 1989
17   General methods for determining projective invariants in ima.. (context) - Barrett, Payton et al. - 1991
17   Finding convex edge groupings in an image (context) - Huttenlocher, Wayner - 1992
5   objects recognition by optimal matching search of multinary .. (context) - Ben-Arie, Meiri - 1987
4   The concept of an effective viewpoint (context) - Mundy, Heller et al. - 1988

Documents on the same site (http://mpfwww.arc.nasa.gov/people/olson/papers.html):   More
Automatic Target Recognition by Matching Oriented Edge Pixels - Olson, Huttenlocher (1997)   (Correct)
An Object Recognition System for Complex Imagery that.. - Olson, Huttenlocher   (Correct)
Parallel Algorithms for Hierarchical Clustering - Olson (1993)   (Correct)

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