A Factorization Based Algorithm for multi-Image Projective Structure and Motion

Peter Sturm 1 William Triggs 1
1 MOVI - Modeling, localization, recognition and interpretation in computer vision
GRAVIR - IMAG - Graphisme, Vision et Robotique, Inria Grenoble - Rhône-Alpes, CNRS - Centre National de la Recherche Scientifique : FR71
Abstract : We propose a method for the recovery of projective shape and motion from multiple images of a scene by the factorization of a matrix containing the images of all points in all views. This factorization is only possible when the image points are correctly scaled. The major technical contribution of this paper is a practical method for the recovery of these scalings, using only fundamental matrices and epipoles estimated from the image data. The resulting projective reconstruction algorithm runs quickly and provides accurate reconstructions. Results are presented for simulated and real images.
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Peter Sturm, William Triggs. A Factorization Based Algorithm for multi-Image Projective Structure and Motion. 4th European Conference on Computer Vision (ECCV'96), Apr 1996, Cambridge, United Kingdom. pp.709-720, ⟨10.1007/3-540-61123-1⟩. ⟨inria-00525695⟩

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