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Euclidean distance degree of the multiview variety
- Publication Year :
- 2018
-
Abstract
- The Euclidean distance degree of an algebraic variety is a well-studied topic in applied algebra and geometry. It has direct applications in geometric modeling, computer vision, and statistics. We use non-proper Morse theory to give a topological interpretation of the Euclidean distance degree of an affine variety in terms of Euler characteristics. As a concrete application, we solve the open problem in computer vision of determining the Euclidean distance degree of the affine multiview variety.<br />Comment: Euclidean distance degree, multiview variety, triangulation problem, non-proper Morse theory, Euler-Poincare characteristic, local Euler obstruction
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.1812.05648
- Document Type :
- Working Paper