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IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 04/2013, Volume 35, Issue 4, pp. 849 - 862
Journal Article
SIAM Journal on Matrix Analysis and Applications, ISSN 0895-4798, 2000, Volume 21, Issue 4, pp. 1253 - 1278
We discuss a multilinear generalization of the singular value decomposition. There is a strong analogy between several properties of the matrix and the... 
Higher-order tensor | Multilinear algebra | Singular value decomposition | MATHEMATICS, APPLIED | multilinear algebra | higher-order tensor | TUTORIAL | singular value decomposition | PARAFAC
Journal Article
IEEE Transactions on Smart Grid, ISSN 1949-3053, 01/2017, Volume 8, Issue 1, pp. 275 - 284
Journal Article
IEEE Transactions on Instrumentation and Measurement, ISSN 0018-9456, 11/2010, Volume 59, Issue 11, pp. 3060 - 3063
Journal Article
Journal Article
NeuroImage, ISSN 1053-8119, 08/2017, Volume 156, pp. 128 - 145
Journal Article
Experiments in Fluids, ISSN 0723-4864, 8/2019, Volume 60, Issue 8, pp. 1 - 23
Journal Article
by Bao, P and Xiaohu Ma
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 01/2005, Volume 15, Issue 1, pp. 96 - 102
Journal Article
Linear Algebra and Its Applications, ISSN 0024-3795, 2006, Volume 415, Issue 1, pp. 20 - 30
This paper develops an identity for additive modifications of a singular value decomposition (SVD) to reflect updates, downdates, shifts, and edits of the data... 
Sequential updating | Subspace tracking | Singular value decomposition | MATHEMATICS, APPLIED | sequential updating | singular value decomposition | subspace tracking | Algorithms
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 10/2016, Volume 289, pp. 214 - 219
In this paper we present a singular value decomposition for any complex upper bidiagonal Toeplitz matrix. 
Singular values | Singular vectors | Upper bidiagonal matrices | SYMMETRIC TRIDIAGONAL MATRICES | EIGENVALUES | MATHEMATICS, APPLIED | EVEN ORDER | IMAGINARY AXIS-II | ODD ORDER | POSITIVE INTEGER POWERS
Journal Article
Optics Communications, ISSN 0030-4018, 12/2017, Volume 404, pp. 163 - 168
Compressive sensing (CS) has been recently applied to the acquisition and reconstruction of spectral images (SI). This field is known as compressive spectral... 
C-SALSA | Compressive sensing | Super-resolution | Sparsity | CASSI | Singular value decomposition | REGRESSION | NONLOCAL MEANS | ALGORITHM | OPTICS | Electrical engineering | Algorithms | Sensors | Electric properties
Journal Article
Journal of Visual Communication and Image Representation, ISSN 1047-3203, 10/2015, Volume 32, pp. 95 - 106
Saliency detection has gained popularity in many applications, and many different approaches have been proposed. In this paper, we propose a new approach based... 
Gaussian filter | Learning-based | Salient-object detection | Human-perception mechanism | Visual attention | Saliency detection | Singular value decomposition | Human-eye fixations | COMPUTER SCIENCE, SOFTWARE ENGINEERING | VISUAL-ATTENTION | COMPUTER SCIENCE, INFORMATION SYSTEMS | Algorithms | Machine learning
Journal Article
Signal Processing, ISSN 0165-1684, 09/2012, Volume 92, Issue 9, pp. 1985 - 2001
In this paper, a new and robust audio watermarking scheme based on lifting wavelet transform ( ) and singular value decomposition (SVD) is proposed.... 
Audio watermarking | Robust watermarking | Lifting wavelet transform | Quantization index modulation | Singular value decomposition | TIME-SCALE MODIFICATION | DOMAIN | DCT | ENGINEERING, ELECTRICAL & ELECTRONIC | Mechanical engineering | Analysis | Algorithms | Wavelet transforms | Modulation | Watermarking | Signal processing | Decomposition | Robustness | Hoisting
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 10/2017, Volume 26, Issue 10, pp. 4612 - 4625
Journal Article