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ICCV
2003
IEEE

Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures

10 years 5 days ago
Variational Stereovision and 3D Scene Flow Estimation with Statistical Similarity Measures
We present a common variational framework for dense depth recovery and dense three-dimensional motion field estimation from multiple video sequences, which is robust to camera spectral sensitivity differences and illumination changes. For this purpose, we first show that both problems reduce to a generic image matching problem after backprojecting the input images onto suitable surfaces. We then solve this matching problem in the case of statistical similarity criteria that can handle frequently occurring nonaffine image intensities dependencies. Our method leads to an efficient and elegant implementation based on fast recursive filters. We obtain good results on real images.
Jean-Philippe Pons, Renaud Keriven, Olivier D. Fau
Added 15 Oct 2009
Updated 31 Oct 2009
Type Conference
Year 2003
Where ICCV
Authors Jean-Philippe Pons, Renaud Keriven, Olivier D. Faugeras, Gerardo Hermosillo
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