The 2.1-D Sketch
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| dc.contributor.author |
Nitzberg, Mark |
|
| dc.contributor.author |
Mumford, David Bryant
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| dc.date.accessioned |
2010-02-12T19:53:09Z |
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| dc.date.issued |
1990 |
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| dc.identifier.citation |
Nitzberg, Mark, and David Bryant Mumford. 1990. The 2.1-D sketch. In Proceedings of the Third International Conference on Computer Vision: December 4 - 7, 1990, Osaka, Japan, ed. IEEE Computer Society, 138-144. Los Alamitos, CA: IEEE Computer Society Press. |
en_US |
| dc.identifier.isbn |
0818620579 |
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| dc.identifier.uri |
http://nrs.harvard.edu/urn-3:HUL.InstRepos:3637122 |
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| dc.description.abstract |
A model is described for image segmentation that tries to capture the low-level depth reconstruction exhibited in early human vision, giving an important role to edge terminations. The problem is to find a decomposition of the domain D of an image that has a minimum of disrupted edges-junctions of edges, crack tips, corners, and cusps-by creating suitable continuations for the disrupted edges behind occluding regions. The result is a decomposition of D into overlapping regions R1∪. . .∪Rn ordered by occlusion, which is called the 2.1-D sketch. Expressed as a minimization problem, the model gives rise to a family of optimal contours, called nonlinear splines, that minimize length and the square of curvature. These are essential in the construction of the 2.1-D sketch of an image, as the continuations of disrupted edges. An algorithm is described that constructs the 2.1-D sketch of an image, and gives results for several example images. The algorithm yields the same interpretations of optical illusions as the human visual system |
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| dc.description.sponsorship |
Mathematics |
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| dc.language.iso |
en_US |
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| dc.publisher |
IEEE Computer Society Press |
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| dc.relation.isversionof |
doi:10.1109/ICCV.1990.139511 |
en_US |
| dc.relation.hasversion |
http://www.dam.brown.edu/people/mumford/Papers/DigitizedVisionPapers--forNonCommercialUse/90--2.1DSketch-Nitzberg.pdf |
en_US |
| dash.license |
LAA |
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| dc.title |
The 2.1-D Sketch |
en_US |
| dc.type |
Monograph or Book |
en_US |
| dc.description.version |
Version of Record |
en_US |
| dash.depositing.author |
Mumford, David Bryant
|
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| dc.date.available |
2010-02-12T19:53:09Z |
|
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FAS Scholarly Articles [5133]
Peer reviewed scholarly articles from the Faculty of Arts and Sciences of Harvard University
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