18.9.1.1 Factorization, General Issues

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Factorization.

Welling, M.[Max], Weber, M.[Markus],
Positive tensor factorization,
PRL(22), No. 12, October 2001, pp. 1255-1261.
HTML Version. 0108 BibRef

Sun, Z.H.[Zhao-Hui], Ramesh, V.[Visvanathan], Tekalp, A.M.[A. Murat],
Error Characterization of the Factorization Method,
CVIU(82), No. 2, May 2001, pp. 110-137.
WWW Version. 0108 BibRef

Anandan, P., Irani, M.[Michal],
Factorization with Uncertainty,
IJCV(49), No. 2-3, September-October 2002, pp. 101-116.
WWW Version. 0209 BibRef
Earlier: A2, A1: ECCV00(I: 539-553).
WWW Version. 0003 BibRef

Aanæs, H.[Henrik], Fisker, R.[Rune], Åström, K.[Kalle], Carstensen, J.M.[Jens Michael],
Robust Factorization,
PAMI(24), No. 9, September 2002, pp. 1215-1225.
IEEE Abstract. IEEE Top Reference. 0209How to deal with it when there is not a set of tracked features. Modification of the Christy-Horaud ( See also Euclidean Shape and Motion from Multiple Perspective Views by Affine Iterations. ) scheme. BibRef

Fiore, P.D.,
A constant modulus matrix factorization for direction finding and array calibration,
SPLetters(9), No. 9, September 2002, pp. 272-274.
IEEE Top Reference. 0211 BibRef

Wild, S.[Stefan], Curry, J.[James], Dougherty, A.[Anne],
Improving non-negative matrix factorizations through structured initialization,
PR(37), No. 11, November 2004, pp. 2217-2232.
WWW Version. 0409 BibRef

Corinthios, M.J.,
Generalised transform factorisation for massive parallelism,
VISP(151), No. 3, June 2004, pp. 153-163.
IEEE Abstract. IEEE Top Reference. 0409 BibRef

Pascual-Montano, A.[Alberto], Carazo, J.M., Kochi, K.[Kieko], Lehmann, D.[Dietrich], Pascual-Marqui, R.D.[Roberto D.],
Nonsmooth Nonnegative Matrix Factorization (nsNMF),
PAMI(28), No. 3, March 2006, pp. 403-415.
IEEE DOI may work or IEEE-CS DOI may work. 0602optimization of an unambiguous cost function designed to explicitly represent sparseness. BibRef

Okatani, T.[Takayuki], Deguchi, K.[Koichiro],
On the Wiberg Algorithm for Matrix Factorization in the Presence of Missing Components,
IJCV(72), No. 3, May 2007, pp. 329-337.
WWW Version. 0702 BibRef

Kanatani, K.[Kenichi], Sugaya, Y.[Yasuyuki], Ackermann, H.[Hanno],
Uncalibrated Factorization Using a Variable Symmetric Affine Camera,
IEICE(E90-D), No. 5, May 2007, pp. 851-858.
WWW Version. 0705 BibRef
Earlier: ECCV06(IV: 147-158).
WWW Version. 0608 BibRef

Ackermann, H.[Hanno], Kanatani, K.[Kenichi],
Iterative Low Complexity Factorization for Projective Reconstruction,
RobVis08(153-164).
WWW Version. 0802 BibRef

Boutsidis, C., Gallopoulos, E.,
SVD based initialization: A head start for nonnegative matrix factorization,
PR(41), No. 4, April 2008, pp. 1350-1362.
WWW Version. 0801NMF; Sparse NMF; SVD; Nonnegative matrix factorization; Singular value decomposition; Perron-Frobenius; Low rank; Structured initialization; Sparse factorization BibRef

Cichocki, A.[Andrzej], Lee, H.[Hyekyoung], Kim, Y.D.[Yong-Deok], Choi, S.[Seungjin],
Non-negative matrix factorization with alpha-divergence,
PRL(29), No. 9, 1 July 2008, pp. 1433-1440.
WWW Version. 0711alpha-Divergence; Multiplicative updates; Non-negative matrix factorization; Projected gradient BibRef


Rodrigues, J.J.[Jose J.], Aguiar, P.M.Q.[Pedro M. Q.], Xavier, J.M.F.[Joao M. F.],
ANSIG: An analytic signature for permutation-invariant two-dimensional shape representation,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Aguiar, P.M.Q.[Pedro M. Q.], Xavier, J.M.F.[Joao M. F.], Stosic, M.[Marko],
Spectrally optimal factorization of incomplete matrices,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Potluru, V.K.[Vamsi K.], Plis, S.M.[Sergey M.], Calhoun, V.D.[Vince D.],
Sparse shift-invariant NMF,
Southwest08(69-72).
IEEE DOI may work or IEEE-CS DOI may work. 0803Non-negative Matrix Factorization. BibRef

Zheng, W.S.[Wei-Shi], Li, S.Z.[Stan Z.], Lai, J.H., Liao, S.C.[Sheng-Cai],
On Constrained Sparse Matrix Factorization,
ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0710 BibRef

Loke, Y.R., Ranganath, S.,
Batch Algorithm with Additional Shape Constraints for Non-Rigid Factorization,
BMVC07(xx-yy).
PDF Version. 0709 BibRef

Pernek, Á.[Ákos], Hajder, L.[Levente], Kazó, C.[Csaba],
Metric Reconstruction with Missing Data under Weak Perspective,
BMVC08(xx-yy).
PDF Version. 0809 BibRef
Earlier: A2, A1, A3:
Fast and Precise Weak-Perspective Factorization,
CAIP07(498-505).
WWW Version. 0708 BibRef

Kim, Y.D.[Yong-Deok], Choi, S.[Seungjin],
Nonnegative Tucker Decomposition,
ComponentAnalysis07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0706Tensor factorization. Multilinear extension of matrix factorization. BibRef

Samko, O.[Oksana], Rosin, P.L.[Paul L.], Marshall, A.D.[A. Dave],
Robust Automatic Data Decomposition Using a Modified Sparse NMF,
MIRAGE07(225-234).
WWW Version. 0703Representation from real world data with unknown structure. Non-negative matrix factorization (sparse NMF). BibRef

Yuan, Z.J.[Zhi-Jian], Oja, E.[Erkki],
Projective Nonnegative Matrix Factorization for Image Compression and Feature Extraction,
SCIA05(333-342).
WWW Version. 0506 BibRef

Buchanan, A.M., Fitzgibbon, A.W.,
Damped Newton Algorithms for Matrix Factorization with Missing Data,
CVPR05(II: 316-322).
IEEE DOI may work or IEEE-CS DOI may work. 0507 BibRef

Gruber, A., Weiss, Y.,
Multibody factorization with uncertainty and missing data using the EM algorithm,
CVPR04(I: 707-714).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Aanæs, H.[Henrik], Fisker, R.[Rune], Åström, K.[Kalle], Carstensen, J.M.[Jens Michael],
Factorization with Erroneous Data,
PCV02(A: 15). 0305 BibRef

Rother, C., Carlsson, S., Tell, D.,
Projective factorization of planes and cameras in multiple views,
ICPR02(II: 737-740).
IEEE DOI may work or IEEE-CS DOI may work. 0211 BibRef

Triggs, B.[Bill],
Plane + Parallax, Tensors, and Factorization,
ECCV00(I: 522-538).
WWW Version. 0003 BibRef

Aguiar, P.,
Weighted Factorization,
ICIP00(Vol I: 549-552).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Chapter on Motion Analysis --Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Integration over a Sequence .


Last update:Oct 1, 2008 at 09:28:47