The Geometry of Low-Dimensional Signal Models

The Geometry of Low-Dimensional Signal Models (2006)

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by Michael B. Wakin

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@TECHREPORT{Wakin06thegeometry,
    author = {Michael B. Wakin},
    title = {The Geometry of Low-Dimensional Signal Models},
    institution = {},
    year = {2006}
}

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Citations

2223	A.: Eigenfaces for recognition - TURK, PENTLAND - 1991
1480	An iterative image registration technique with an application to stereo vision - Lucas, Kanade - 1981
1468	A Wavelet Tour of Signal Processing - Mallat - 1998
1228	A global geometric framework for nonlinear dimensionality reduction - Tenenbaum, Silva, et al. - 2000
1156	Nonlinear dimensionality reduction by locally linear embedding - Roweis, Saul - 2000
1089	Atomic decomposition by basis pursuit - Chen, Donoho, et al. - 1998
1064	Embedded image coding using zerotrees of wavelet coefficients - Shapiro - 1993
917	Compressed sensing - Donoho - 2006
714	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information - Candès, Romberg, et al. - 2006
582	Wireless integrated network sensors - Pottie, Kaiser
571	Noiseless coding of correlated information sources - Slepian, Wolf - 1973
545	De-noising by soft-thresholding - Donoho - 1995
533	Approximate nearest neighbors: Towards removing the curse of dimensionality - Indyk, Motwani - 1998
519	Laplacian eigenmaps for dimensionality reduction and data representation - Belkin, Niyogi - 2003
488	Near optimal signal recovery from random projections: Universal encoding strategies - Candès, Tao - 2006
478	Nonlinear approximation - DeVore - 1998
439	Stable signal recovery from incomplete and inaccurate measurements - Candes, Romberg, et al. - 2006
427	Sparse coding with an overcomplete basis set: A strategy employed by V1? Vision Research 37 - OLSHAUSEN, FIELD - 1997
359	Decoding by linear programming - Candes, Tao
291	Extensions of Lipschitz mapping into Hilbert space - Johnson, Lindenstrauss - 1984
284	Differential Topology - Hirsch - 1976
281	An introduction to differentiable manifolds and Riemannian geometry, volume 120 of Pure and Applied Mathematics - Boothby - 1986
258	Imaging compression through wavelet transform coding - DeVore, Jawerth, et al. - 1992
228	The Dantzig selector: statistical estimation when p is much larger than n - Candès, Tao - 2007
221	Distributed source coding using syndromes (DISCUS): Design and construction - Pradhan, Ramchandran - 1999
218	For most large underdetermined systems of linear equations the minimal 1-norm solution is also the sparsest solution - Donoho - 2006
218	Connecting the Physical World with Pervasive Networks - Estrin, Culler, et al.
202	Improving resolution by image registration - Irani, Peleg - 1991
188	Complex wavelets for shift invariant analysis and filtering of signals - Kingsbury - 2001
184	The contourlet transform: An efficient directional multiresolution image representation - Do, Vetterli
170	Nonlinear Regression Analysis and its Applications - Bates, Watts - 1988
159	New tight frames of curvelets and optimal representations of objects with piecewise C 2 singularities - Candes, Donoho
157	Still Image Data compression Standard - Pennebaker, Mitchell
144	Elementary Differential Geometry - O’Neill - 1966
138	Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data - Donoho, Grimes
137	Image coding based on mixture modeling of wavelet coefficients and a fast estimation quantization framework - Lopresto, Ramchandran, et al. - 1997
137	Space-frequency quantization for wavelet image coding - Xiong, Ramchandran, et al. - 1997
127	Charting a manifold - Brand
124	Signal recovery from partial information via orthogonal matching pursuit - Tropp, Gilbert
122	Unconditional bases are optimal bases for data compression and for statistical estimation - Donoho - 1994
120	A mathematical theory of communication, Bell Sys - Shannon - 1948
119	Data compression and harmonic analysis - Donoho, Vetterli, et al. - 1998
113	Sparse geometric image representations with bandelets - Pennec, Mallat - 2005
113	Database-friendly random projections - Achlioptas - 2001
112	L: Unsupervised learning of image manifolds by semidefinite programming - Weinberger, Saul
110	Algorithms for simultaneous sparse approximation. part I: Greedy pursuit - Tropp, Gilbert, et al.
104	Signal reconstruction from noisy random projections - Haupt, Nowak
95	H: Principal manifolds and nonlinear dimension reduction via local tangent space alignment - Zhang, Zha
94	Distributed source coding for sensor networks - Xiong, Liveris, et al. - 2004
90	Quantitative robust uncertainty principles and optimally sparse decompositions - Candès, Romberg