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76
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ISVC
2007
Springer
15 years 3 months ago
Tensor Lines in Tensor Fields of Arbitrary Order
This paper presents a method to reduce time complexity of the computation of higher–order tensor lines. The method can be applied to higher–order tensors and the spherical harm...
Mario Hlawitschka, Gerik Scheuermann, Alfred Anwan...
86
Voted
CVPR
2007
IEEE
15 years 11 months ago
Nonnegative Tucker Decomposition
Nonnegative tensor factorization (NTF) is a recent multiway (multilinear) extension of nonnegative matrix factorization (NMF), where nonnegativity constraints are imposed on the C...
Yong-Deok Kim, Seungjin Choi
BMVC
1996
14 years 11 months ago
Linear Projective Reconstruction from Matching Tensors
This paperdescribes initial work on a family of projectivereconstructiontechniques that extract projection matrices directly and linearly from matching tensors estimated from imag...
Bill Triggs
92
Voted
MICCAI
2003
Springer
15 years 10 months ago
Tensor Splats: Visualising Tensor Fields by Texture Mapped Volume Rendering
Abstract. We describe a new method for visualising tensor fields using a textured mapped volume rendering approach, tensor-splatting. We use an image order method to calculate the ...
Abhir Bhalerao, Carl-Fredrik Westin
76
Voted
SIAMSC
2010
155views more  SIAMSC 2010»
14 years 4 months ago
Quasi-Newton Methods on Grassmannians and Multilinear Approximations of Tensors
In this paper we proposed quasi-Newton and limited memory quasi-Newton methods for objective functions defined on Grassmannians or a product of Grassmannians. Specifically we defin...
Berkant Savas, Lek-Heng Lim