@article{bb131100,
AUTHOR = "Wang, Q.S. and Yuan, J.J.",
TITLE = "A Simple Alternating Framework for ReLU-Based Nonlinear Tensor
Decomposition",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "461-465",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127221"}
@inproceedings{bb131101,
AUTHOR = "Thoma, M. and Villasante, J. and Aghajanzadeh, E. and Sampath, S.B. and Mori, P. and Groetzinger, M. and Dylkin, D. and Vemparala, M.R. and Fasfous, N. and Frickenstein, A. and Mueller Gritschneder, D. and Schlichtmann, U.",
TITLE = "Flar-SVD: Fast and Latency-Aware Singular Value Decomposition for
Model Compression",
BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1889-1898",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127222"}
@inproceedings{bb131102,
AUTHOR = "Zheng, J.J. and Lu, W. and Wang, W.Z. and Cao, Y.K. and Zhang, X.Q. and Jiang, X.",
TITLE = "Handling the Non-smooth Challenge in Tensor SVD:
A Multi-objective Tensor Recovery Framework",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XIV: 449-464",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127223"}
@inproceedings{bb131103,
AUTHOR = "Ntinou, I. and Sanchez, E. and Tzimiropoulos, G.",
TITLE = "MEMSVD: Long-Range Temporal Structure Capturing Using Incremental SVD",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "458-464",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127224"}
@inproceedings{bb131104,
AUTHOR = "Fang, S. and Xu, Z.Q. and Wu, S.Q. and Xie, S.L.",
TITLE = "Efficient Robust Principal Component Analysis via Block Krylov
Iteration and CUR Decomposition",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "1348-1357",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127225"}
@inproceedings{bb131105,
AUTHOR = "Ozdemir, C. and Hoover, R.C. and Caudle, K.",
TITLE = "2DTPCA: A New Framework for Multilinear Principal Component Analysis",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "344-348",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127226"}
@inproceedings{bb131106,
AUTHOR = "Cai, H.Q. and Chao, Z. and Huang, L.X. and Needell, D.",
TITLE = "Fast Robust Tensor Principal Component Analysis via Fiber CUR
Decomposition",
BOOKTITLE = RSLCV21,
YEAR = "2021",
PAGES = "189-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127227"}
@inproceedings{bb131107,
AUTHOR = "Zhang, M. and Gao, Y. and Sun, C. and Blumenstein, M.",
TITLE = "Kernel Mean P Power Error Loss for Robust Two-Dimensional Singular
Value Decomposition",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3432-3436",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127228"}
@inproceedings{bb131108,
AUTHOR = "Tsingalis, I. and Kotropoulos, C.",
TITLE = "A Simple Algorithm for Non-Negative Sparse Principal Component
Analysis",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2075-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127229"}
@inproceedings{bb131109,
AUTHOR = "Xu, S. and Zhang, X. and Liao, S.",
TITLE = "A Linear Incremental Nyström Method for Online Kernel Learning",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2256-2261",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127230"}
@inproceedings{bb131110,
AUTHOR = "Chen, G.",
TITLE = "Scalable spectral clustering with cosine similarity",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "314-319",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127231"}
@inproceedings{bb131111,
AUTHOR = "Zhang, Z. and Jiang, W. and Li, S. and Qin, J. and Liu, G. and Yan, S.",
TITLE = "Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse
Embedding",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "1664-1669",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127232"}
@inproceedings{bb131112,
AUTHOR = "Shen, M. and Wang, R.",
TITLE = "A New Singular Value Decomposition Algorithm for Octonion Signal",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "3233-3237",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127233"}
@inproceedings{bb131113,
AUTHOR = "Fronckova, K. and Prazak, P. and Slaby, A.",
TITLE = "Singular Value Decomposition in Image Compression and Blurred Image
Restoration",
BOOKTITLE = ICIAR18,
YEAR = "2018",
PAGES = "62-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127234"}
@inproceedings{bb131114,
AUTHOR = "Chen, H. and Sun, Y. and Gao, J. and Hu, Y. and Ju, F.",
TITLE = "L1-2DPCA Revisit via Optimization on Product Manifolds",
BOOKTITLE = DICTA17,
YEAR = "2017",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127235"}
@inproceedings{bb131115,
AUTHOR = "Erichson, N.B. and Brunton, S.L. and Kutz, J.N.",
TITLE = "Compressed Singular Value Decomposition for Image and Video
Processing",
BOOKTITLE = RSL-CV17,
YEAR = "2017",
PAGES = "1880-1888",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127236"}
@inproceedings{bb131116,
AUTHOR = "Paradkar, M. and Udell, M.",
TITLE = "Graph-Regularized Generalized Low-Rank Models",
BOOKTITLE = Tensor17,
YEAR = "2017",
PAGES = "1921-1926",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127237"}
@inproceedings{bb131117,
AUTHOR = "Mao, M. and Zheng, Z.L. and Chen, Z.Y. and Liu, H.W. and He, X.W. and Ye, R.H.",
TITLE = "Two-dimensional PCA hashing and its extension",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1624-1629",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127238"}
@inproceedings{bb131118,
AUTHOR = "Shah, S. and Goldstein, T. and Studer, C.",
TITLE = "Estimating Sparse Signals with Smooth Support via Convex Programming
and Block Sparsity",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5906-5915",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127239"}
@inproceedings{bb131119,
AUTHOR = "Tan, M.K. and Xiao, S.J. and Gao, J.B. and Xu, D. and van den Hengel, A.J. and Shi, Q.F.",
TITLE = "Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5877-5886",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127240"}
@inproceedings{bb131120,
AUTHOR = "Lu, J.H.",
TITLE = "Robust two-dimensional principal component analysis via alternating
optimization",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "340-344",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127241"}
@inproceedings{bb131121,
AUTHOR = "Li, L. and Liu, G.C. and Liu, Q.S.",
TITLE = "Advancing Iterative Quantization Hashing Using Isotropic Prior",
BOOKTITLE = MMMod16,
YEAR = "2016",
PAGES = "II: 174-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127242"}
@inproceedings{bb131122,
AUTHOR = "Gerardo de la Fraga, L.",
TITLE = "A very fast procedure to calculate the smallest singular value",
BOOKTITLE = ICAPR15,
YEAR = "2015",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127243"}
@inproceedings{bb131123,
AUTHOR = "Azimi Sadjadi, M.R. and Kopacz, J. and Klausner, N.",
TITLE = "K-SVD dictionary learning using a fast OMP with applications",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "1599-1603",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127244"}
@inproceedings{bb131124,
AUTHOR = "Goncalves, H. and Correia, M. and Li, X. and Sankaranarayanan, A. and Tavares, V.",
TITLE = "DALM-SVD: Accelerated sparse coding through singular value
decomposition of the dictionary",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "4907-4911",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127245"}
@inproceedings{bb131125,
AUTHOR = "Thongkamwitoon, T. and Muammar, H. and Dragotti, P.L.",
TITLE = "Robust image recapture detection using a K-SVD learning approach to
train dictionaries of edge profiles",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5317-5321",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127246"}
@inproceedings{bb131126,
AUTHOR = "Podosinnikova, A. and Setzer, S. and Hein, M.",
TITLE = "Robust PCA:
Optimization of the Robust Reconstruction Error Over the Stiefel Manifold",
BOOKTITLE = GCPR14,
YEAR = "2014",
PAGES = "121-131",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127247"}
@inproceedings{bb131127,
AUTHOR = "Kim, H.W.J. and Bendlin, B.B. and Adluru, N. and Collins, M.D. and Chung, M.K. and Johnson, S.C. and Davidson, R.J. and Singh, V.",
TITLE = "Multivariate General Linear Models (MGLM) on Riemannian Manifolds
with Applications to Statistical Analysis of Diffusion Weighted
Images",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "2705-2712",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127248"}
@inproceedings{bb131128,
AUTHOR = "Yamauchi, Y. and Kanade, T. and Fujiyoshi, H.",
TITLE = "Classifier Introducing Transition Likelihood Model Based on
Quantization Residual",
BOOKTITLE = ACPR13,
YEAR = "2013",
PAGES = "272-277",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127249"}
@inproceedings{bb131129,
AUTHOR = "Zhang, F.L. and Qian, J.J. and Yang, J.",
TITLE = "Nuclear Norm Based 2DPCA",
BOOKTITLE = ACPR13,
YEAR = "2013",
PAGES = "74-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127250"}
@inproceedings{bb131130,
AUTHOR = "Chen, Y.J. and Nießner, M. and Dai, A.",
TITLE = "4DContrast: Contrastive Learning with Dynamic Correspondences for 3D
Scene Understanding",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXII:543-560",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127251"}
@inproceedings{bb131131,
AUTHOR = "Hou, J. and Graham, B. and Nießner, M. and Xie, S.N.",
TITLE = "Exploring Data-Efficient 3D Scene Understanding with Contrastive
Scene Contexts",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15582-15592",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127252"}
@inproceedings{bb131132,
AUTHOR = "Xie, S.N. and Feng, J.S. and Yan, S.C. and Lu, H.T.",
TITLE = "Perception Preserving Projections",
BOOKTITLE = BMVC13,
YEAR = "2013",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127253"}
@inproceedings{bb131133,
AUTHOR = "Jiang, B. and Ding, C. and Luo, B. and Tang, J.",
TITLE = "Graph-Laplacian PCA: Closed-Form Solution and Robustness",
BOOKTITLE = CVPR13,
YEAR = "2013",
PAGES = "3492-3498",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127254"}
@inproceedings{bb131134,
AUTHOR = "Bassu, D. and Izmailov, R. and McIntosh, A. and Ness, L. and Shallcross, D.",
TITLE = "Centralized multi-scale singular value decomposition for feature
construction in LIDAR image classification problems",
BOOKTITLE = AIPR12,
YEAR = "2012",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127255"}
@inproceedings{bb131135,
AUTHOR = "Kimura, A. and Sakano, H. and Kameoka, H. and Sugiyama, M.",
TITLE = "Designing various component analysis at will",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2959-2962",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127256"}
@inproceedings{bb131136,
AUTHOR = "Hidaka, A. and Kurita, T.",
TITLE = "Nonlinear Discriminant Analysis Based on Probability Estimation by
Gaussian Mixture Model",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "133-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127257"}
@inproceedings{bb131137,
AUTHOR = "Hidaka, A. and Kurita, T.",
TITLE = "Sparse Discriminant Analysis Based on the Bayesian Posterior
Probability Obtained by L1 Regression",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "648-656",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127258"}
@inproceedings{bb131138,
AUTHOR = "Li, F.X. and Lebanon, G. and Sminchisescu, C.",
TITLE = "Chebyshev approximations to the histogram X^2 kernel",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2424-2431",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127259"}
@inproceedings{bb131139,
AUTHOR = "Yang, Y.Q. and Zhang, L. and Wang, S. and Jiang, H.R. and Murphy, C.J. and Hoeve, J.V.",
TITLE = "A multi-affine model for tensor decomposition",
BOOKTITLE = ITCVPR11,
YEAR = "2011",
PAGES = "1348-1355",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127260"}
@inproceedings{bb131140,
AUTHOR = "Li, H.Y. and Zhang, L.",
TITLE = "Dynamic Subspace Update with Incremental Nyström Approximation",
BOOKTITLE = Subspace10,
YEAR = "2010",
PAGES = "384-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127261"}
@inproceedings{bb131141,
AUTHOR = "Schmidt, F.R. and Ackermann, H. and Rosenhahn, B.",
TITLE = "Multilinear Model Estimation with L2-Regularization",
BOOKTITLE = DAGM11,
YEAR = "2011",
PAGES = "81-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127262"}
@inproceedings{bb131142,
AUTHOR = "Xu, W.P. and Wilson, R.C. and Hancock, E.R.",
TITLE = "Determining the Cause of Negative Dissimilarity Eigenvalues",
BOOKTITLE = CAIP11,
YEAR = "2011",
PAGES = "I: 589-597",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127263"}
@inproceedings{bb131143,
AUTHOR = "Mu, Y.D. and Dong, J. and Yuan, X.T. and Yan, S.C.",
TITLE = "Accelerated low-rank visual recovery by random projection",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "2609-2616",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127264"}
@inproceedings{bb131144,
AUTHOR = "Abrams, A. and Feder, E. and Pless, R.",
TITLE = "Exploratory analysis of time-lapse imagery with fast subset PCA",
BOOKTITLE = WACV11,
YEAR = "2011",
PAGES = "336-343",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127265"}
@inproceedings{bb131145,
AUTHOR = "Kwatra, V. and Han, M.",
TITLE = "Fast Covariance Computation and Dimensionality Reduction for Sub-window
Features in Images",
BOOKTITLE = ECCV10,
YEAR = "2010",
PAGES = "II: 156-169",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127266"}
@inproceedings{bb131146,
AUTHOR = "Chen, W. and Huang, K.Q. and Tan, T.N. and Tao, D.C.",
TITLE = "A convergent solution to two dimensional linear discriminant analysis",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "4133-4136",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127267"}
@inproceedings{bb131147,
AUTHOR = "Feng, J.Z. and Song, L. and Yang, X.K. and Zhang, W.J.",
TITLE = "Learning dictionary via subspace segmentation for sparse representation",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "1245-1248",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127268"}
@inproceedings{bb131148,
AUTHOR = "Feng, J.Z. and Song, L. and Yang, X.K. and Zhang, W.J.",
TITLE = "Sub clustering K-SVD:
Size variable dictionary learning for sparse representations",
BOOKTITLE = ICIP09,
YEAR = "2009",
PAGES = "2149-2152",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127269"}
@inproceedings{bb131149,
AUTHOR = "Cheng, P. and Li, W.Q. and Ogunbona, P.",
TITLE = "Greedy Approximation of Kernel PCA by Minimizing the Mapping Error",
BOOKTITLE = DICTA09,
YEAR = "2009",
PAGES = "303-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127270"}
@inproceedings{bb131150,
AUTHOR = "Kong, X.Y. and Hu, C.H. and Han, C.Z.",
TITLE = "The Performance Analysis of the Self-Stabilizing Douglas's MCA
Algorithm",
BOOKTITLE = CISP09,
YEAR = "2009",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127271"}
@inproceedings{bb131151,
AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
TITLE = "Informative Laplacian Projection",
BOOKTITLE = SCIA09,
YEAR = "2009",
PAGES = "359-368",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127272"}
@inproceedings{bb131152,
AUTHOR = "Olsson, C. and Oskarsson, M.",
TITLE = "A Convex Approach to Low Rank Matrix Approximation with Missing Data",
BOOKTITLE = SCIA09,
YEAR = "2009",
PAGES = "301-309",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127273"}
@inproceedings{bb131153,
AUTHOR = "Mauthner, T. and Kluckner, S. and Roth, P.M. and Bischof, H.",
TITLE = "Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies",
BOOKTITLE = DAGM10,
YEAR = "2010",
PAGES = "212-221",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127274"}
@inproceedings{bb131154,
AUTHOR = "Storer, M. and Roth, P.M. and Urschler, M. and Bischof, H.",
TITLE = "Fast-Robust PCA",
BOOKTITLE = SCIA09,
YEAR = "2009",
PAGES = "430-439",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127275"}
@inproceedings{bb131155,
AUTHOR = "Lucini, M.M. and Frery, A.C.",
TITLE = "Robust Principal Components for Hyperspectral Data Analysis",
BOOKTITLE = ICIAR09,
YEAR = "2009",
PAGES = "126-135",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127276"}
@inproceedings{bb131156,
AUTHOR = "Mazhar, R. and Gader, P.D.",
TITLE = "EK-SVD: Optimized dictionary design for sparse representations",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127277"}
@inproceedings{bb131157,
AUTHOR = "Nguyen, N. and Liu, W.Q. and Venkatesh, S.",
TITLE = "Boosting performance for 2D Linear Discriminant Analysis via regression",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127278"}
@inproceedings{bb131158,
AUTHOR = "Andriyashin, A. and Parkkinen, J. and Jaaskelainen, T.",
TITLE = "Illuminant dependence of PCA, NMF and NTF in spectral color imaging",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127279"}
@inproceedings{bb131159,
AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
TITLE = "Robust Bayesian PCA with Student's t-distribution:
The variational inference approach",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "1340-1343",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127280"}
@inproceedings{bb131160,
AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
TITLE = "An EM algorithm for robust Bayesian PCA with student's t-distribution",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "2672-2675",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127281"}
@inproceedings{bb131161,
AUTHOR = "Thorstensen, N. and Keriven, R.",
TITLE = "Non-rigid Shape Matching Using Geometry and Photometry",
BOOKTITLE = ACCV09,
YEAR = "2009",
PAGES = "III: 644-654",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127282"}
@inproceedings{bb131162,
AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
TITLE = "Pre-image as Karcher Mean Using Diffusion Maps:
Application to Shape and Image Denoising",
BOOKTITLE = SSVM09,
YEAR = "2009",
PAGES = "721-732",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127283"}
@inproceedings{bb131163,
AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
TITLE = "Normalization and preimage problem in gaussian kernel PCA",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "741-744",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127284"}
@inproceedings{bb131164,
AUTHOR = "Park, M.S. and Choi, J.Y.",
TITLE = "Novel Incremental Principal Component Analysis with Improved
Performance",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "592-601",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127285"}
@inproceedings{bb131165,
AUTHOR = "Ding, C. and Huang, H. and Luo, D.",
TITLE = "Tensor reduction error analysis:
Applications to video compression and classification",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127286"}
@inproceedings{bb131166,
AUTHOR = "Ma, Y. and Ijiri, Y. and Lao, S.H. and Kawade, M.",
TITLE = "Re-weighting Linear Discrimination Analysis under ranking loss",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127287"}
@inproceedings{bb131167,
AUTHOR = "di Martino, F. and Loia, V. and Sessa, S.",
TITLE = "A Fuzzy Hybrid Method for Image Decomposition Problem",
BOOKTITLE = EvoIASP08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127288"}
@inproceedings{bb131168,
AUTHOR = "Takahashi, T. and Lina and Ide, I. and Mekada, Y. and Murase, H.",
TITLE = "Interpolation Between Eigenspaces Using Rotation in Multiple Dimensions",
BOOKTITLE = ACCV07,
YEAR = "2007",
PAGES = "II: 774-783",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127289"}
@inproceedings{bb131169,
AUTHOR = "Munoz, A. and Gonzalez, J.",
TITLE = "Functional Learning of Kernels for Information Fusion Purposes",
BOOKTITLE = CIARP08,
YEAR = "2008",
PAGES = "277-283",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127290"}
@inproceedings{bb131170,
AUTHOR = "Munoz, A. and Gonzalez, J.",
TITLE = "Joint Diagonalization of Kernels for Information Fusion",
BOOKTITLE = CIARP07,
YEAR = "2007",
PAGES = "556-563",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127291"}
@inproceedings{bb131171,
AUTHOR = "Lewis, J.P. and Mostafavi, I. and Sosinsky, G. and Martone, M.E. and West, R.",
TITLE = "Shape Priors by Kernel Density Modeling of PCA Residual Structure",
BOOKTITLE = ICIP07,
YEAR = "2007",
PAGES = "IV: 333-336",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127292"}
@inproceedings{bb131172,
AUTHOR = "Melenchon, J. and Martinez, E.",
TITLE = "Efficiently Downdating, Composing and Splitting Singular Value
Decompositions Preserving the Mean Information",
BOOKTITLE = IbPRIA07,
YEAR = "2007",
PAGES = "II: 436-443",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127293"}
@inproceedings{bb131173,
AUTHOR = "Franc, V. and Hlavac, V.",
TITLE = "Greedy Kernel Principal Component Analysis",
BOOKTITLE = CogVis03,
YEAR = "2003",
PAGES = "87-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127294"}
@inproceedings{bb131174,
AUTHOR = "Yan, S.C. and Tang, X.",
TITLE = "Trace Quotient Problems Revisited",
BOOKTITLE = ECCV06,
YEAR = "2006",
PAGES = "II: 232-244",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127295"}
@inproceedings{bb131175,
AUTHOR = "Yan, S.C. and Tang, X.",
TITLE = "Largest-Eigenvalue-Theory for Incremental Principal Component Analysis",
BOOKTITLE = ICIP05,
YEAR = "2005",
PAGES = "I: 1181-1184",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127296"}
@inproceedings{bb131176,
AUTHOR = "Yang, A.Y. and Rao, S. and Wagner, A. and Ma, Y. and Fossum, R.M.",
TITLE = "Hilbert Functions and Applications to the Estimation of Subspace
Arrangements",
BOOKTITLE = ICCV05,
YEAR = "2005",
PAGES = "I: 158-165",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127297"}
@article{bb131177,
AUTHOR = "Wang, H.C. and Ahuja, N.",
TITLE = "A Tensor Approximation Approach to Dimensionality Reduction",
JOURNAL = IJCV,
VOLUME = "76",
YEAR = "2008",
NUMBER = "3",
MONTH = "March",
PAGES = "217-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127298"}
@inproceedings{bb131178,
AUTHOR = "Wang, H.C. and Ahuja, N.",
TITLE = "Rank-R Approximation of Tensors: Using Image-as-Matrix Representation",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 346-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127299"}
@inproceedings{bb131179,
AUTHOR = "Ghodsi, A. and Huang, J.Y. and Southey, F. and Schuurmans, D.",
TITLE = "Tangent-Corrected Embedding",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "I: 518-525",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127300"}
@inproceedings{bb131180,
AUTHOR = "Muhlich, M. and Mester, R.",
TITLE = "Optimal Estimation of Homogeneous Vectors",
BOOKTITLE = SCIA05,
YEAR = "2005",
PAGES = "322-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127301"}
@inproceedings{bb131181,
AUTHOR = "Muhlich, M. and Mester, R.",
TITLE = "Unbiased Errors-In-Variables Estimation Using Generalized Eigensystem
Analysis",
BOOKTITLE = SMVP04,
YEAR = "2004",
PAGES = "38-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127302"}
@inproceedings{bb131182,
AUTHOR = "Yuan, X.T. and Zhu, H.W. and Yang, S.T.",
TITLE = "A Robust Framework For Eigenspace Image Reconstruction",
BOOKTITLE = WACV05,
YEAR = "2005",
PAGES = "I: 54-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127303"}
@inproceedings{bb131183,
AUTHOR = "Wilczkowiak, M. and Sturm, P.F. and Boyer, E.",
TITLE = "The Analysis of Ambiguous Solutions in Linear Systems and its
Application to Computer Vision",
BOOKTITLE = BMVC03,
YEAR = "2003",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127304"}
@inproceedings{bb131184,
AUTHOR = "Gribonval, R. and Nielsen, M.",
TITLE = "Sparse decompositions in 'incoherent' dictionaries",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 33-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127305"}
@inproceedings{bb131185,
AUTHOR = "Tropp, J.A. and Gilbert, A.C. and Muthukrishnan, S. and Strauss, M.J.",
TITLE = "Improved sparse approximation over quasi-incoherent dictionaries",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 37-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127306"}
@inproceedings{bb131186,
AUTHOR = "Rozell, C. and Johnson, D. and Baraniuk, R.G. and Olshausen, B.A.",
TITLE = "Locally Competitive Algorithms for Sparse Approximation",
BOOKTITLE = ICIP07,
YEAR = "2007",
PAGES = "IV: 169-172",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127307"}
@inproceedings{bb131187,
AUTHOR = "Olshausen, B.A.",
TITLE = "Learning sparse, overcomplete representations of time-varying natural
images",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 41-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127308"}
@inproceedings{bb131188,
AUTHOR = "Vermaak, J. and Perez, P.",
TITLE = "Constrained subspace modelling",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "II: 106-113",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127309"}
@inproceedings{bb131189,
AUTHOR = "Li, Y.W. and Xu, L.Q. and Morphett, J. and Jacobs, R.",
TITLE = "An integrated algorithm of incremental and robust PCA",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 245-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127310"}
@inproceedings{bb131190,
AUTHOR = "Pei, S.C. and Chang, J.H. and Ding, J.J.",
TITLE = "Quaternion matrix singular value decomposition and its applications for
color image processing",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 805-808",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127311"}
@inproceedings{bb131191,
AUTHOR = "Ho, J. and Yang, M.H. and Lim, J.W. and Lee, K.C. and Kriegman, D.J.",
TITLE = "Clustering appearances of objects under varying illumination conditions",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "I: 11-18",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127312"}
@inproceedings{bb131192,
AUTHOR = "Fitzgibbon, A.W. and Zisserman, A.",
TITLE = "Joint manifold distance: a new approach to appearance based clustering",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "I: 26-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127313"}
@inproceedings{bb131193,
AUTHOR = "Levin, A. and Shashua, A.",
TITLE = "Principal Component Analysis over Continuous Subspaces and Intersection
of Half-Spaces",
BOOKTITLE = ECCV02,
YEAR = "2002",
PAGES = "III: 635 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127314"}
@inproceedings{bb131194,
AUTHOR = "Pesquet Popescu, B. and Pesquet, J.C. and Petropulu, A.P.",
TITLE = "Joint Singular Value Decomposition:
A New Tool for Separable Representation of Images",
BOOKTITLE = ICIP01,
YEAR = "2001",
PAGES = "II: 569-572",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127315"}
@inproceedings{bb131195,
AUTHOR = "Brand, M.",
TITLE = "Incremental Singular Value Decomposition of Uncertain Data
with Missing Values",
BOOKTITLE = ECCV02,
YEAR = "2002",
PAGES = "I: 707 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127316"}
@inproceedings{bb131196,
AUTHOR = "Moghaddam, B. and Zhou, X.",
TITLE = "Factorized local appearance models",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "III: 553-556",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127317"}
@inproceedings{bb131197,
AUTHOR = "Popovici, V. and Thiran, J.P.",
TITLE = "PCA in autocorrelation space",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 132-135",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127318"}
@inproceedings{bb131198,
AUTHOR = "Chennubhotla, C. and Jepson, A.D.",
TITLE = "Perceptual distance normalization for appearance detection",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "II: 23-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127319"}
@inproceedings{bb131199,
AUTHOR = "Chennubhotla, C. and Jepson, A.D.",
TITLE = "Sparse PCA: Extracting Multi-scale Structure from Data",
BOOKTITLE = ICCV01,
YEAR = "2001",
PAGES = "I: 641-647",
BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT127320"}
Last update:Feb 26, 2026 at 10:58:24