Literature DB >> 24077879

A NOVEL DYNAMIC SYSTEM IN THE SPACE OF SPD MATRICES WITH APPLICATIONS TO APPEARANCE TRACKING.

Guang Cheng1, Baba C Vemuri.   

Abstract

Entities:  

Keywords:  Covariance descriptor; Intrinsic recursive filter; Riemannian geometry; Space of symmetric positive definite matrices

Year:  2013        PMID： 24077879      PMCID： PMC3783362          DOI： 10.1137/110853376

Source DB:  PubMed          Journal:  SIAM J Imaging Sci        ISSN： 1936-4954            Impact factor:   2.867


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  7 in total

1.  Principal geodesic analysis for the study of nonlinear statistics of shape.

Authors:  P Thomas Fletcher; Conglin Lu; Stephen M Pizer; Sarang Joshi
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2.  Efficient object tracking by incremental self-tuning particle filtering on the affine group.

Authors:  Min Li; Tieniu Tan; Wei Chen; Kaiqi Huang
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3.  Sectional curvatures of grassmann manifolds.

Authors:  Y C Wong
Journal:  Proc Natl Acad Sci U S A       Date:  1968-05       Impact factor: 11.205

4.  Fast and simple calculus on tensors in the log-Euclidean framework.

Authors:  Vincent Arsigny; Pierre Fillard; Xavier Pennec; Nicholas Ayache
Journal:  Med Image Comput Comput Assist Interv       Date:  2005

5.  Statistical analysis of tensor fields.

Authors:  Yuchen Xie; Baba C Vemuri; Jeffrey Ho
Journal:  Med Image Comput Comput Assist Interv       Date:  2010

6.  Pedestrian detection via classification on Riemannian manifolds.

Authors:  Oncel Tuzel; Fatih Porikli; Peter Meer
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2008-10       Impact factor: 6.226

7.  Jensen-Bregman LogDet divergence with application to efficient similarity search for covariance matrices.

Authors:  Anoop Cherian; Suvrit Sra; Arindam Banerjee; Nikolaos Papanikolopoulos
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2013-09       Impact factor: 6.226
  7 in total
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1.  Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images.

Authors:  Hyunwoo J Kim; Nagesh Adluru; Maxwell D Collins; Moo K Chung; Barbara B Bendlin; Sterling C Johnson; Richard J Davidson; Vikas Singh
Journal:  Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit       Date:  2014-06-23

2.  Recursive Estimation of the Stein Center of SPD Matrices & its Applications.

Authors:  Hesamoddin Salehian; Guang Cheng; Baba C Vemuri; Jeffrey Ho
Journal:  Proc IEEE Int Conf Comput Vis       Date:  2013-12

3.  Manifold-valued Dirichlet Processes.

Authors:  Hyunwoo J Kim; Jia Xu; Baba C Vemuri; Vikas Singh
Journal:  JMLR Workshop Conf Proc       Date:  2015-07

4.  A geometric framework for statistical analysis of trajectories with distinct temporal spans.

Authors:  Rudrasis Chakraborty; Vikas Singh; Nagesh Adluru; Baba C Vemuri
Journal:  Proc IEEE Int Conf Comput Vis       Date:  2017-12-25
  4 in total

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