Regularized positive-definite fourth order tensor field estimation from DW-MRI

A Barmpoutis, MS Hwang, D Howland, JR Forder… - NeuroImage, 2009 - Elsevier
In Diffusion Weighted Magnetic Resonance Image (DW-MRI) processing, a 2nd order tensor
has been commonly used to approximate the diffusivity function at each lattice point of the …

Quartic curves and their bitangents

D Plaumann, B Sturmfels, C Vinzant - Journal of Symbolic Computation, 2011 - Elsevier
A smooth quartic curve in the complex projective plane has 36 inequivalent representations
as a symmetric determinant of linear forms and 63 representations as a sum of three …

[PDF][PDF] Positive polynomials and sums of squares: Theory and practice

V Powers - Real Algebraic Geometry, 2011 - Citeseer
If a real polynomial f can be written as a sum of squares of real polynomials, then clearly f is
nonnegative on Rn, and an explicit expression of f as a sum of squares is a certificate of …

Symmetric Positive 4 th Order Tensors & Their Estimation from Diffusion Weighted MRI

A Barmpoutis, B Jian, BC Vemuri… - Information Processing in …, 2007 - Springer
Abstract In Diffusion Weighted Magnetic Resonance Image (DW-MRI) processing a 2 nd
order tensor has been commonly used to approximate the diffusivity function at each lattice …

Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming

Y Chen, Y Dai, D Han, W Sun - SIAM Journal on Imaging Sciences, 2013 - SIAM
The positive definiteness of a diffusion tensor is important in magnetic resonance imaging
because it reflects the phenomenon of water molecular diffusion in complicated biological …

On Hilbert's construction of positive polynomials

B Reznick - arXiv preprint arXiv:0707.2156, 2007 - arxiv.org
In 1888, Hilbert described how to find real polynomials in more than one variable which take
only non-negative values but are not a sum of squares of polynomials. His construction was …

Gram spectrahedra

L Chua, D Plaumann, R Sinn… - … Algebraic Structures and …, 2016 - books.google.com
Representations of nonnegative polynomials as sums of squares are central to real
algebraic geometry and the subject of active research. The sum-of-squares representations …

On the length of binary forms

B Reznick - Quadratic and higher degree forms, 2013 - Springer
The K-length of a form f in K x_ 1, ..., x_ n, K ⊂ C, is the smallest number of d-th powers of
linear forms of which f is a K-linear combination. We present many results, old and new …

A new approach to Hilbert's theorem on ternary quartics

V Powers, B Reznick, C Scheiderer, F Sottile - Comptes Rendus …, 2004 - Elsevier
Hilbert proved that a non-negative real quartic form f (x, y, z) is the sum of three squares of
quadratic forms. We give a new proof which shows that if the plane curve Q defined by f is …

Enumerative real algebraic geometry

F Sottile - arXiv preprint math/0107179, 2001 - arxiv.org
Enumerative Geometry is concerned with the number of solutions to a structured system of
polynomial equations, when the structure comes from geometry. Enumerative real algebraic …