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Geometric and Photometric Data Fusion in Non-Rigid Shape Analysis

Kovnatsky, Artiom ; Raviv, Dan ; Bronstein, Michael M. ; Bronstein, Alexander M. ; Kimmel, Ron

In: Numerical Mathematics: Theory, Methods and Applications, 2013, vol. 6, no. 1, p. 199-222

Spectral methods for multimodal data analysis

Kovnatsky, Artiom ; Bronstein, Michael (Dir.)

Thèse de doctorat : Università della Svizzera italiana, 2016 ; 2016INFO006.

Spectral methods have proven themselves as an important and versatile tool in a wide range of problems in the fields of computer graphics, machine learning, pattern recognition, and computer vision, where many important problems boil down to constructing a Laplacian operator and finding a few of its eigenvalues and eigenfunctions. Classical examples include the computation of diffusion ...