
arXiv: 1501.01266
Multi-view Geometry is reviewed from an Algebraic Geometry perspective and multi-focal tensors are constructed as equivariant projections of the Grassmannian. A connection to the principal minor assignment problem is made by considering several flatlander cameras. The ideal of the quadrifocal variety is computed up to degree 8 (and partially in degree 9) using the representations of $\operatorname{GL}(3)^{\times 4}$ in the polynomial ring on the space of $3 \times 3 \times 3 \times 3$ tensors. Further representation-theoretic analysis gives a lower bound for the number of minimal generators.
20 pages, updates to references, introduction, and main conjecture, and added ancillary files. The article has been accepted to LAA
FOS: Computer and information sciences, quadrifocal tensor, Computer Vision and Pattern Recognition (cs.CV), Grassmannians, Schubert varieties, flag manifolds, Exterior algebra, Grassmann algebras, computer vision, Computer graphics; computational geometry (digital and algorithmic aspects), FOS: Mathematics, 13Pxx, 14Qxx (Primary), 15A69, 15A72, 68T45 (Secondary), multi-view geometry, Computer Vision and Pattern Recognition, Linkage, complete intersections and determinantal ideals, Algebraic Geometry, Algebraic Geometry (math.AG)
FOS: Computer and information sciences, quadrifocal tensor, Computer Vision and Pattern Recognition (cs.CV), Grassmannians, Schubert varieties, flag manifolds, Exterior algebra, Grassmann algebras, computer vision, Computer graphics; computational geometry (digital and algorithmic aspects), FOS: Mathematics, 13Pxx, 14Qxx (Primary), 15A69, 15A72, 68T45 (Secondary), multi-view geometry, Computer Vision and Pattern Recognition, Linkage, complete intersections and determinantal ideals, Algebraic Geometry, Algebraic Geometry (math.AG)
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