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Euclidean distance degree of the multiview variety

Authors :
Maxim, Laurentiu G.
Rodriguez, Jose Israel
Wang, Botong
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