-
2
-
-
0000913755
-
Spatial interaction and the statistical analysis of lattice systems
-
Besag, J.E.: Spatial interaction and the statistical analysis of lattice systems. J. Royal Stat. Soc. B 36(2) (1974)
-
(1974)
J. Royal Stat. Soc. B
, vol.36
, Issue.2
-
-
Besag, J.E.1
-
3
-
-
0021518209
-
Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
-
Geman, S., Geman, D.: Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. PAMI 6(6), 721-741 (1984)
-
(1984)
PAMI
, vol.6
, Issue.6
, pp. 721-741
-
-
Geman, S.1
Geman, D.2
-
4
-
-
0000169287
-
Bayesian modeling of uncertainty in low-level vision
-
Szeliski, R.: Bayesian modeling of uncertainty in low-level vision. IJCV 5(3) (1990)
-
(1990)
IJCV
, vol.5
, Issue.3
-
-
Szeliski, R.1
-
5
-
-
56749144254
-
-
Lan, X., Roth, S., Huttenlocher, D.P., Black, M.J.: Efficient belief propagation with learned higher-order Markov random fields. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, 3951. Springer, Heidelberg (2006)
-
Lan, X., Roth, S., Huttenlocher, D.P., Black, M.J.: Efficient belief propagation with learned higher-order Markov random fields. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951. Springer, Heidelberg (2006)
-
-
-
-
8
-
-
33750129298
-
Convergent tree-reweighted message passing for energy minimization
-
Kolmogorov, V.: Convergent tree-reweighted message passing for energy minimization. PAMI 28(10) (2006)
-
(2006)
PAMI
, vol.28
, Issue.10
-
-
Kolmogorov, V.1
-
9
-
-
56749155604
-
-
Wainwright, M.J., Jaakkola, T.S., Willsky, A.S.: Map estimation via agreement on (hyper)trees: Message-passing and linear programming approaches. Technical Report UCB/CSD-03-I269, EECS, UC Berkeley (2003)
-
Wainwright, M.J., Jaakkola, T.S., Willsky, A.S.: Map estimation via agreement on (hyper)trees: Message-passing and linear programming approaches. Technical Report UCB/CSD-03-I269, EECS, UC Berkeley (2003)
-
-
-
-
11
-
-
56749172840
-
-
Szeliski, R., Zabih, R., Scharstein, D., Veksler, O., Kolmogorov, V., Agarwala, A., Tappen, M.F., Rother, C.: A comparative study of energy minimization methods for Markov random fields. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, 3951. Springer, Heidelberg (2006)
-
Szeliski, R., Zabih, R., Scharstein, D., Veksler, O., Kolmogorov, V., Agarwala, A., Tappen, M.F., Rother, C.: A comparative study of energy minimization methods for Markov random fields. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951. Springer, Heidelberg (2006)
-
-
-
-
12
-
-
56749146513
-
-
Lafferty, J., McCallum, A., Pereira, F.: Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In: ICML (2001)
-
Lafferty, J., McCallum, A., Pereira, F.: Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In: ICML (2001)
-
-
-
-
14
-
-
34948821220
-
-
CVPR 2007
-
Tappen, M.F., Liu, C., Adelson, E.H., Freeman, W.T.: Learning gaussian conditional random fields for low-level vision. In: CVPR (2007)
-
Learning gaussian conditional random fields for low-level vision
-
-
Tappen, M.F.1
Liu, C.2
Adelson, E.H.3
Freeman, W.T.4
-
15
-
-
0002199090
-
Markov random field image models and their applications to computer vision
-
Geman, S., Graffigne, C.: Markov random field image models and their applications to computer vision. In: Intl. Congress of Mathematicians (1986)
-
(1986)
Intl. Congress of Mathematicians
-
-
Geman, S.1
Graffigne, C.2
-
16
-
-
35148861156
-
-
Weiss, Y., Freeman, W.F.: What makes a good model of natural images? In: CVPR (2007)
-
Weiss, Y., Freeman, W.F.: What makes a good model of natural images? In: CVPR (2007)
-
-
-
-
17
-
-
0030288153
-
Texture modeling by multiple pairwise pixel interactions
-
Gimel'farb, G.L.: Texture modeling by multiple pairwise pixel interactions. PAMI 18(11) (1996)
-
(1996)
PAMI
, vol.18
, Issue.11
-
-
Gimel'farb, G.L.1
-
18
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
Hinton, G.E.: Training products of experts by minimizing contrastive divergence. Neur. Cornput. 14(8)(2002)
-
(2002)
Neur. Cornput
, vol.14
, Issue.8
-
-
Hinton, G.E.1
-
19
-
-
56749130890
-
-
Yedidia, J.S., Freeman, W.T., Weiss, Y.: Generalized belief propagation. In: NIPS (2000)
-
Yedidia, J.S., Freeman, W.T., Weiss, Y.: Generalized belief propagation. In: NIPS (2000)
-
-
-
-
21
-
-
56749116210
-
-
Collins, M.: Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms. In: EMNLP (2002)
-
Collins, M.: Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms. In: EMNLP (2002)
-
-
-
-
23
-
-
34547991666
-
Local training and belief propagation
-
Technical Report TR-2006-121, Microsoft Research
-
Sutton, C., Minka, T.: Local training and belief propagation. Technical Report TR-2006-121, Microsoft Research (2006)
-
(2006)
-
-
Sutton, C.1
Minka, T.2
-
24
-
-
0034850577
-
-
Martin, D., Fowlkes, C., Tal, D., Malik. J.: A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. In: ICCV (2001)
-
Martin, D., Fowlkes, C., Tal, D., Malik. J.: A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. In: ICCV (2001)
-
-
-
-
26
-
-
0034291933
-
Learning low-level vision
-
Freeman, W.T., Pasztor, E.C, Carmichael, O.T.: Learning low-level vision. IJCV 40(1) (2000)
-
(2000)
IJCV
, vol.40
, Issue.1
-
-
Freeman, W.T.1
Pasztor, E.C.2
Carmichael, O.T.3
-
27
-
-
0037277963
-
-
Journal of Mathematical Imaging and Vision
-
Srivastava, A., Lee, A., Simoncelli, E., Zhu, S.: On advances in statistical modeling of natural images. Journal of Mathematical Imaging and Vision (2003)
-
(2003)
On advances in statistical modeling of natural images
-
-
Srivastava, A.1
Lee, A.2
Simoncelli, E.3
Zhu, S.4
-
28
-
-
84966262179
-
Updating quasi-newton matrices with limited storage
-
Nocedal, J.: Updating quasi-newton matrices with limited storage. Mathematics of Computation 35, 773-782 (1980)
-
(1980)
Mathematics of Computation
, vol.35
, pp. 773-782
-
-
Nocedal, J.1
-
29
-
-
33744951081
-
Efficient belief propagation for early vision
-
Felzenszwalb, P.F., Huttenlocher, D.P.: Efficient belief propagation for early vision. IJCV 70(1) (2006)
-
(2006)
IJCV
, vol.70
, Issue.1
-
-
Felzenszwalb, P.F.1
Huttenlocher, D.P.2
-
30
-
-
30844465112
-
Blind non-white noise removal in images using gaussian scale mixtures in the wavelet domain
-
Portilla, J.: Blind non-white noise removal in images using gaussian scale mixtures in the wavelet domain. In: Benelux Signal Processing Symposium (2004)
-
(2004)
Benelux Signal Processing Symposium
-
-
Portilla, J.1
-
31
-
-
0242636409
-
Image denoising using scale mixtures of gaussians in the wavelet domain
-
Portilla, J., Strela, V., Wainwright, M.J., Simoncelli, E.P.: Image denoising using scale mixtures of gaussians in the wavelet domain. IEEE Trans. Imag. Proc. 12(11) (2003)
-
(2003)
IEEE Trans. Imag. Proc
, vol.12
, Issue.11
-
-
Portilla, J.1
Strela, V.2
Wainwright, M.J.3
Simoncelli, E.P.4
|