-
1
-
-
31644433509
-
Combining reconstructive and discriminative subspace methods for robust classification and regression by subsampling
-
Mar
-
S. Fidler, D. Skoĉaj, and A. Leonardis, "Combining reconstructive and discriminative subspace methods for robust classification and regression by subsampling," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 3, pp. 337-350, Mar. 2006.
-
(2006)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.28
, Issue.3
, pp. 337-350
-
-
Fidler, S.1
Skoĉaj, D.2
Leonardis, A.3
-
2
-
-
34948840971
-
Eigenboosting: Combining discriminative and generative information
-
Minneapolis, MN, Jun. 18-23
-
H. Grabner, P. M. Roth, and H. Bischof, "Eigenboosting: Combining discriminative and generative information," in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, Jun. 18-23, 2007, pp. 1-8.
-
(2007)
Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR)
, pp. 1-8
-
-
Grabner, H.1
Roth, P.M.2
Bischof, H.3
-
3
-
-
30844445842
-
-
J. Tropp, A. Gilbert, and M. Strauss, Algorithms for simultaneous sparse approximation, part i: Greedy pursuit, Signal Process.-Special Issue on Sparse Approximations in Signal and Image Processing, 86, pp. 572-588, Apr. 2006.
-
J. Tropp, A. Gilbert, and M. Strauss, "Algorithms for simultaneous sparse approximation, part i: Greedy pursuit," Signal Process.-Special Issue on Sparse Approximations in Signal and Image Processing, vol. 86, pp. 572-588, Apr. 2006.
-
-
-
-
4
-
-
46449123725
-
Dimensionality reduction with adaptive approximation
-
Beijing, China, Jul. 2-015
-
E. Kokiopoulou and P. Frossard, "Dimensionality reduction with adaptive approximation," in Proc. IEEE Int. Conf. Multimedia & Expo (ICME), Beijing, China, Jul. 2-015, 2007, pp. 1962-1965.
-
(2007)
Proc. IEEE Int. Conf. Multimedia & Expo (ICME)
, pp. 1962-1965
-
-
Kokiopoulou, E.1
Frossard, P.2
-
6
-
-
34548547033
-
Orthogonal neighborhood preserving projections
-
New Orleans, LA, Nov. 26-30
-
E. Kokiopoulou and Y. Saad, "Orthogonal neighborhood preserving projections," in Proc. IEEE Int. Conf. on Data Mining (ICDM), New Orleans, LA, Nov. 26-30, 2005, pp. 234-241.
-
(2005)
Proc. IEEE Int. Conf. on Data Mining (ICDM)
, pp. 234-241
-
-
Kokiopoulou, E.1
Saad, Y.2
-
7
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
S. Roweis and L. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, pp. 2323-2326, 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
8
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi, "Laplacian eigenmaps for dimensionality reduction and data representation," Neural Comput., vol. 15, no. 6, pp. 1373-1396, 2003.
-
(2003)
Neural Comput
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
9
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, no. 5500, pp. 2319-2323, 2000.
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
12
-
-
0028561099
-
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
-
P. Paatero and U. Tapper, "Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values," Environmetrics, vol. 5, pp. 11-126, 1994.
-
(1994)
Environmetrics
, vol.5
, pp. 11-126
-
-
Paatero, P.1
Tapper, U.2
-
13
-
-
0035683536
-
Learning spatially localized, parts-based representation
-
S. Z. Li, X. Hou, H. Zhang, and Q. Cheng, "Learning spatially localized, parts-based representation," in Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition, 2001, pp. 1-6.
-
(2001)
Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition
, pp. 1-6
-
-
Li, S.Z.1
Hou, X.2
Zhang, H.3
Cheng, Q.4
-
14
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
P. O. Hoyer, "Non-negative matrix factorization with sparseness constraints," J. Mach. Learn. Res., vol. 5, pp. 1457-1469, 2004.
-
(2004)
J. Mach. Learn. Res
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
-
15
-
-
33745889030
-
Learning non-negative sparse image codes by convex programming
-
Beijing, China
-
M. Heiler and C. Schnörr, "Learning non-negative sparse image codes by convex programming," in Proc. IEEE Int. Conf. Computer Vision (ICCV), Beijing, China, 2005, pp. 1667-1674.
-
(2005)
Proc. IEEE Int. Conf. Computer Vision (ICCV)
, pp. 1667-1674
-
-
Heiler, M.1
Schnörr, C.2
-
16
-
-
33745765253
-
Learning sparse representations by non-negative matrix factorization and sequential cone programming
-
Jul
-
M. Heiler and C. Schnörr, "Learning sparse representations by non-negative matrix factorization and sequential cone programming," J. Mach. Learn. Res., vol. 7, pp. 1385-1407, Jul. 2006.
-
(2006)
J. Mach. Learn. Res
, vol.7
, pp. 1385-1407
-
-
Heiler, M.1
Schnörr, C.2
-
17
-
-
33646682646
-
Non-negative matrix factorization for spectral data analysis
-
V. P. Pauca, J. Piper, and R. J. Plemmons, "Non-negative matrix factorization for spectral data analysis," Lin. Algeb. Applicat., vol. 416, pp. 29-47, 2006.
-
(2006)
Lin. Algeb. Applicat
, vol.416
, pp. 29-47
-
-
Pauca, V.P.1
Piper, J.2
Plemmons, R.J.3
-
18
-
-
31544468696
-
Nonsmooth nonnegative matrix factorization (nsnmf)
-
Mar
-
A. Pascual-Montano, J. Carazo, K. Kochi, D. Lehmann, and R. Pascual-Marqui, "Nonsmooth nonnegative matrix factorization (nsnmf)," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 3, pp. 403-415, Mar. 2006.
-
(2006)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.28
, Issue.3
, pp. 403-415
-
-
Pascual-Montano, A.1
Carazo, J.2
Kochi, K.3
Lehmann, D.4
Pascual-Marqui, R.5
-
19
-
-
11144327494
-
Fisher non-negative matrix factorization for learning local features
-
Jeju Island, Korea, Jan. 27-30
-
Y. Wang, Y. Jia, C. Hu, and M. Turk, "Fisher non-negative matrix factorization for learning local features," in Proc. Asian Conf. Computer Vision, Jeju Island, Korea, Jan. 27-30, 2004, pp. 806-811.
-
(2004)
Proc. Asian Conf. Computer Vision
, pp. 806-811
-
-
Wang, Y.1
Jia, Y.2
Hu, C.3
Turk, M.4
-
20
-
-
33646528853
-
Exploiting discriminant information in non-negative matrix factorization with application to frontal face verification
-
May
-
S. Zafeiriou, A. Tefas, I. Buciu, and I. Pitas, "Exploiting discriminant information in non-negative matrix factorization with application to frontal face verification," IEEE Trans. Neural Netw., vol. 17, no. 3, pp. 683-695, May 2006.
-
(2006)
IEEE Trans. Neural Netw
, vol.17
, Issue.3
, pp. 683-695
-
-
Zafeiriou, S.1
Tefas, A.2
Buciu, I.3
Pitas, I.4
-
21
-
-
33645666913
-
Face recognition based on HMM in compressed domain
-
H. Wang and G. Feng, "Face recognition based on HMM in compressed domain," Proc. SPIE: Image Processing: Algorithms and Systems, Neural Networks, and Machine Learning, vol. 6064, pp. 523-530, 2006.
-
(2006)
Proc. SPIE: Image Processing: Algorithms and Systems, Neural Networks, and Machine Learning
, vol.6064
, pp. 523-530
-
-
Wang, H.1
Feng, G.2
-
22
-
-
0342588078
-
-
S. Eickeler, S. Müller, and G. Rigoll, Recognition of JPEG compressed face images based on statistical methods, Image and Vis. Comput. J. (Special issue of Facial Image Analysis), 18, no. 4, pp. 279-287, Mar. 2000.
-
S. Eickeler, S. Müller, and G. Rigoll, "Recognition of JPEG compressed face images based on statistical methods," Image and Vis. Comput. J. (Special issue of Facial Image Analysis), vol. 18, no. 4, pp. 279-287, Mar. 2000.
-
-
-
-
23
-
-
30844461481
-
-
J. Tropp, Algorithms for simultaneous sparse approximation, part ii: Convex relaxation, Signal Process.-Special Issue on Sparse Approximations in Signal and Image Processing, 86, pp. 589-602, Apr. 2006.
-
J. Tropp, "Algorithms for simultaneous sparse approximation, part ii: Convex relaxation," Signal Process.-Special Issue on Sparse Approximations in Signal and Image Processing, vol. 86, pp. 589-602, Apr. 2006.
-
-
-
-
24
-
-
33745640090
-
Simultaneous approximation by greedy algorithms
-
Jun
-
D. Leviatan and V. N. Temlyakov, "Simultaneous approximation by greedy algorithms," Adv. Comput. Math., vol. 25, no. 1, pp. 73-90, Jun. 2006.
-
(2006)
Adv. Comput. Math
, vol.25
, Issue.1
, pp. 73-90
-
-
Leviatan, D.1
Temlyakov, V.N.2
-
25
-
-
23844477225
-
Sparse solutions to linear inverse problems with multiple measurement vectors
-
Jul
-
S. F. Cotter, B. D. Rao, K. Engan, and K. Kreutz-Delgado, "Sparse solutions to linear inverse problems with multiple measurement vectors," IEEE Trans. Signal Process., vol. 53, no. 7, pp. 2477-2488, Jul. 2005.
-
(2005)
IEEE Trans. Signal Process
, vol.53
, Issue.7
, pp. 2477-2488
-
-
Cotter, S.F.1
Rao, B.D.2
Engan, K.3
Kreutz-Delgado, K.4
-
26
-
-
0027842081
-
Matching pursuit with time-frequency dictionaries
-
Dec
-
S. Mallat and Z. Zhang, "Matching pursuit with time-frequency dictionaries," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3397-3415, Dec. 1993.
-
(1993)
IEEE Trans. Signal Process
, vol.41
, Issue.12
, pp. 3397-3415
-
-
Mallat, S.1
Zhang, Z.2
-
29
-
-
0004236492
-
-
3rd ed. Baltimore, MD: Johns Hopkins Univ. Press
-
G. H. Golub and C. V. Loan, Matrix Computations, 3rd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1996.
-
(1996)
Matrix Computations
-
-
Golub, G.H.1
Loan, C.V.2
-
30
-
-
32944466885
-
Low rate and flexible image coding with redundant representations
-
Mar
-
R. F. i. Ventura, P. Vandergheynst, and P. Frossard, "Low rate and flexible image coding with redundant representations," IEEE Trans. Image Process., vol. 15, no. 3, pp. 726-739, Mar. 2006.
-
(2006)
IEEE Trans. Image Process
, vol.15
, Issue.3
, pp. 726-739
-
-
Ventura, R.F.I.1
Vandergheynst, P.2
Frossard, P.3
-
31
-
-
33947121059
-
Tree-based pursuit: Algorithm and properties
-
Dec
-
P. Jost, P. Vandergheynst, and P. Frossard, "Tree-based pursuit: Algorithm and properties," IEEE Trans. Signal Pmcess., vol. 54, no. 12, pp. 4685-4697, Dec. 2006.
-
(2006)
IEEE Trans. Signal Pmcess
, vol.54
, Issue.12
, pp. 4685-4697
-
-
Jost, P.1
Vandergheynst, P.2
Frossard, P.3
-
33
-
-
47649095441
-
-
M. C. for Biological and C. Learning, Cbcl Face Database #1 [Online]. Available: http://www.ai.mit.edu/projects/cbcl
-
M. C. for Biological and C. Learning, Cbcl Face Database #1 [Online]. Available: http://www.ai.mit.edu/projects/cbcl
-
-
-
|