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Viewing Graph Solvability in Practice

Arrigoni F.
•
Pajdla T.
•
Fusiello A.
2023
  • conference object

Abstract
We present an advance in understanding the projective Structure-from-Motion, focusing in particular on the viewing graph: such a graph has cameras as nodes and fundamental matrices as edges. We propose a practical method for testing finite solvability, i.e., whether a viewing graph induces a finite number of camera configurations. Our formulation uses a significantly smaller number of equations (up to 400×) with respect to previous work. As a result, this is the only method in the literature that can be applied to large viewing graphs coming from real datasets, comprising up to 300K edges. In addition, we develop the first algorithm for identifying maximal finite-solvable components.
DOI
10.1109/ICCV51070.2023.00748
WOS
WOS:001169499000028
Archivio
https://hdl.handle.net/11390/1275366
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85188246573
https://ricerca.unityfvg.it/handle/11390/1275366
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metadata only access
google-scholar
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