-
1
-
-
0033878097
-
Discrete markov modeling and inference on the quad-tree
-
Mar.
-
J. M. Laferté, P. Perez, and F. Heitz, "Discrete Markov modeling and inference on the quad-tree," IEEE Trans. Image Process., vol. 9, no. 3, pp. 390-404, Mar. 2000.
-
(2000)
IEEE Trans. Image Process
, vol.9
, Issue.3
, pp. 390-404
-
-
Laferté, J.M.1
Perez, P.2
Heitz, F.3
-
2
-
-
0344014352
-
AMarkov random field approach to spatiotemporal contextual image classification
-
Nov.
-
F. Melgani and S. B. Serpico, "AMarkov random field approach to spatiotemporal contextual image classification," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 11, pp. 2478-2487, Nov. 2003.
-
(2003)
IEEE Trans. Geosci. Remote Sens.
, vol.41
, Issue.11
, pp. 2478-2487
-
-
Melgani, F.1
Serpico, S.B.2
-
8
-
-
0003970663
-
-
New York, NY, USA: Springer-Verlag
-
Y. Rosanov, Markov Random Fields. New York, NY, USA: Springer-Verlag, 1982.
-
(1982)
Markov Random Fields
-
-
Rosanov, Y.1
-
10
-
-
0021518209
-
Stochastic relaxation, gibbs distributions, and the Bayesian restoration of images
-
Nov.
-
S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 721-741, Nov. 1984.
-
(1984)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.PAMI-6
, Issue.6
, pp. 721-741
-
-
Geman, S.1
Geman, D.2
-
11
-
-
0009715019
-
On sampling methods and annealing algorithms
-
R. Chellappa, Ed. Boston, MA, USA: Academic
-
S. B. Gelfand and S. K. Mitter, "On sampling methods and annealing algorithms," in Markov Random Fields, R. Chellappa, Ed. Boston, MA, USA: Academic, 1993, pp. 499-515.
-
(1993)
Markov Random Fields
, pp. 499-515
-
-
Gelfand, S.B.1
Mitter, S.K.2
-
13
-
-
84857708013
-
-
Univ. Pennsylvania, Dept. Comput. Inf. Sci., Philadelphia, PA, USA, Res. Rep., Nov.
-
S. Rajasekaran, "On the convergence time of simulated annealing," Univ. Pennsylvania, Dept. Comput. Inf. Sci., Philadelphia, PA, USA, Res. Rep. MS-CIS-90-89, Nov. 1990.
-
(1990)
On the Convergence Time of Simulated Annealing
-
-
Rajasekaran, S.1
-
14
-
-
0028204562
-
Efficient multiscale regularization with applications to the computation of optical flow
-
M. R. Luettgen, W. Clem Karl, and A. S. Willsky, "Efficient multiscale regularization with applications to the computation of optical flow," IEEE Trans. Image Process., vol. 3, no. 1, pp. 41-64, 1994.
-
(1994)
IEEE Trans. Image Process
, vol.3
, Issue.1
, pp. 41-64
-
-
Luettgen, M.R.1
Clem Karl, W.2
Willsky, A.S.3
-
15
-
-
84896405772
-
Supervised classification of multi-sensor and multi-resolution remote sensing images with a hierarchical copula-based approach
-
Jun.
-
A. Voisin, V. Krylov, G. Moser, J. Zerubia, and S. B. Serpico, "Supervised classification of multi-sensor and multi-resolution remote sensing images with a hierarchical copula-based approach," IEEE Trans. Geoscience and Remote Sensing, vol. 52, no. 6, pp. 3346-3358, Jun. 2014.
-
(2014)
IEEE Trans. Geoscience and Remote Sensing
, vol.52
, Issue.6
, pp. 3346-3358
-
-
Voisin, A.1
Krylov, V.2
Moser, G.3
Zerubia, J.4
Serpico, S.B.5
-
16
-
-
84865410572
-
-
Purdue Univ., West Lafayette, IN, USA, Tech. Rep
-
C. Bouman, "A Multiscale Image Model for Bayesian Image Segmentation," Purdue Univ., West Lafayette, IN, USA, Tech. Rep. TR-EE 91-53, 1991.
-
(1991)
A Multiscale Image Model for Bayesian Image Segmentation
-
-
Bouman, C.1
-
17
-
-
0026104394
-
Multiple resolution segmentation of texture images
-
Feb.
-
C. Bouman and B. Liu, "Multiple resolution segmentation of texture images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 2, pp. 99-113, Feb. 1991.
-
(1991)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.13
, Issue.2
, pp. 99-113
-
-
Bouman, C.1
Liu, B.2
-
18
-
-
0018155973
-
Bayesian classification in a time-varying environment
-
Dec.
-
P. H. Swain, "Bayesian classification in a time-varying environment," IEEE Trans. Syst., Man Cybern., vol. SMC-8, no. 12, pp. 879-883, Dec. 1978.
-
(1978)
IEEE Trans. Syst., Man Cybern.
, vol.SMC-8
, Issue.12
, pp. 879-883
-
-
Swain, P.H.1
-
19
-
-
0032638011
-
A neural-statistical approach to multitemporal and multisource remote-sensing image classification
-
May
-
L. Bruzzone, D. F. Prieto, and S. B. Serpico, "A neural-statistical approach to multitemporal and multisource remote-sensing image classification," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 3, pp. 1350-1359, May 1999.
-
(1999)
IEEE Trans. Geosci. Remote Sens.
, vol.37
, Issue.3
, pp. 1350-1359
-
-
Bruzzone, L.1
Prieto, D.F.2
Serpico, S.B.3
-
21
-
-
0026908846
-
Multiscale autoregressive processes, part I: Schur-levinson parametrization
-
Aug.
-
M. Basseville, A. Benveniste, and A. S. Willsky, "Multiscale autoregressive processes, Part I: Schur-Levinson parametrization," IEEE Trans. Signal Process., vol. 40, no. 8, pp. 1915-1934, Aug. 1992.
-
(1992)
IEEE Trans. Signal Process
, vol.40
, Issue.8
, pp. 1915-1934
-
-
Basseville, M.1
Benveniste, A.2
Willsky, A.S.3
-
22
-
-
0026628467
-
Modeling and estimation of multiresolution stochastic processes
-
Mar.
-
M. Basseville, A. Benveniste, K. C. Chou, S. A. Golden, R. Nikoukhah, and A. S. Willsky, "Modeling and estimation of multiresolution stochastic processes," IEEE Trans. Inf. Theory, vol. 38, no. 2, pp. 766-784, Mar. 2002.
-
(2002)
IEEE Trans. Inf. Theory
, vol.38
, Issue.2
, pp. 766-784
-
-
Basseville, M.1
Benveniste, A.2
Chou, K.C.3
Golden, S.A.4
Nikoukhah, R.5
Willsky, A.S.6
-
24
-
-
0015600423
-
The viterbi algorithm
-
Mar.
-
G. D. Forney, "The Viterbi algorithm," Proc. IEEE, vol. 61, no. 3, pp. 268-278, Mar. 1973.
-
(1973)
Proc. IEEE
, vol.61
, Issue.3
, pp. 268-278
-
-
Forney, G.D.1
-
25
-
-
0000353178
-
A maximization technique occuring in the statistical analysis of probabilistic functions of markov chains
-
L. Baum, T. Petrie, G. Soules, and N. Weiss, "A maximization technique occuring in the statistical analysis of probabilistic functions of Markov chains," Ann. Math. Stat., vol. 41, no. 1, pp. 164-171, 1970.
-
(1970)
Ann. Math. Stat.
, vol.41
, Issue.1
, pp. 164-171
-
-
Baum, L.1
Petrie, T.2
Soules, G.3
Weiss, N.4
-
26
-
-
0000913755
-
Spatial interaction and the statistical analysis of lattice systems (with discussion)
-
J. Besag, "Spatial interaction and the statistical analysis of lattice systems (with discussion)," J. R. Statist. Soc. Ser. B, vol. 36, no. 2, pp. 192-326, 1974.
-
(1974)
J. R. Statist. Soc. Ser. B
, vol.36
, Issue.2
, pp. 192-326
-
-
Besag, J.1
-
27
-
-
85008063643
-
Satellite image classification using a modified metropolis dynamics
-
San Francisco, CA, USA, Mar.
-
Z. Kato, J. Zerubia, and M. Berthod, "Satellite image classification using a modified Metropolis dynamics," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process., San Francisco, CA, USA, Mar. 1992, pp. 573-576.
-
(1992)
Proc. IEEE Int. Conf. Acoust., Speech Signal Process
, pp. 573-576
-
-
Kato, Z.1
Zerubia, J.2
Berthod, M.3
-
28
-
-
0039962448
-
Bayesian image classification using markov random fields
-
A. Mohammad-Djafari, and G. Demoment, Eds. Dordrecht, The Netherlands: Kluwer
-
Z. Kato, J. Zerubia, M. Berthod, "Bayesian image classification using Markov random fields," in Maximum Entropy and Bayesian Methods, A. Mohammad-Djafari, and G. Demoment, Eds. Dordrecht, The Netherlands: Kluwer, 1993, pp. 375-382.
-
(1993)
Maximum Entropy and Bayesian Methods
, pp. 375-382
-
-
Kato, Z.1
Zerubia, J.2
Berthod, M.3
-
29
-
-
0030376179
-
Stochastic versions of the em algorithm: An experimental study in the mixture case
-
G. Celeux, D. Chauveau, and J. Diebolt, "Stochastic versions of the EM algorithm: An experimental study in the mixture case," J. Statist. Comput. Simul., vol. 55, no. 4, pp. 287-314, 1996.
-
(1996)
J. Statist. Comput. Simul.
, vol.55
, Issue.4
, pp. 287-314
-
-
Celeux, G.1
Chauveau, D.2
Diebolt, J.3
-
30
-
-
0028392841
-
A multiscale image model for Bayesian image segmentation
-
C. Bouman and M. Shapiro, "A multiscale image model for Bayesian image segmentation," IEEE Trans. Image Processing, vol. 3, no. 2, pp. 162-177, 1994.
-
(1994)
IEEE Trans. Image Processing
, vol.3
, Issue.2
, pp. 162-177
-
-
Bouman, C.1
Shapiro, M.2
-
31
-
-
0003456805
-
-
3rd ed. San Diego, CA, USA, Academic
-
S. Mallat, A Wavelet Tour of Signal Processing, 3rd ed. San Diego, CA, USA, Academic, 2008.
-
(2008)
A Wavelet Tour of Signal Processing
-
-
Mallat, S.1
-
32
-
-
0036522404
-
Unsupervised learning of finite mixture models
-
Mar.
-
M. A. T. Figueiredo and A. K. Jain, "Unsupervised learning of finite mixture models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 3, pp. 381-396, Mar. 2002.
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, Issue.3
, pp. 381-396
-
-
Figueiredo, M.A.T.1
Jain, A.K.2
-
33
-
-
79959748493
-
Multiscale unsupervised change detection on optical images by markov random fields and wavelets
-
Jul.
-
G. Moser, E. Angiati, and S. B. Serpico, "Multiscale unsupervised change detection on optical images by Markov random fields and wavelets," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 4, pp. 725-729, Jul. 2011.
-
(2011)
IEEE Geosci. Remote Sens. Lett.
, vol.8
, Issue.4
, pp. 725-729
-
-
Moser, G.1
Angiati, E.2
Serpico, S.B.3
-
34
-
-
33845678010
-
Weight parameter optimization by the Ho-kashyap algorithm in MRF models for supervised image classification
-
Dec.
-
S. B. Serpico and G. Moser, "Weight parameter optimization by the Ho-Kashyap algorithm in MRF models for supervised image classification," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 12, pp. 3695-3705, Dec. 2006.
-
(2006)
IEEE Trans. Geosci. Remote Sens.
, vol.44
, Issue.12
, pp. 3695-3705
-
-
Serpico, S.B.1
Moser, G.2
-
35
-
-
0041339533
-
Parameter estimation in markov random field image modeling with imperfect observations. A comparative study
-
Oct.
-
M. V. Ibáñez and A. Simó, "Parameter estimation in Markov random field image modeling with imperfect observations. A comparative study," Pattern Recognit. Lett., vol. 24, no. 15, pp. 2377-2389, Oct. 2003.
-
(2003)
Pattern Recognit. Lett.
, vol.24
, Issue.15
, pp. 2377-2389
-
-
Ibáñez, M.V.1
Simó, A.2
-
36
-
-
84905580707
-
Low-level hierarchical multiscale segmentation statistics of natural images
-
Sep.
-
E. Akbas and N. Ahuja, "Low-level hierarchical multiscale segmentation statistics of natural images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 36, no. 9, pp. 1900-1906, Sep. 2014.
-
(2014)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.36
, Issue.9
, pp. 1900-1906
-
-
Akbas, E.1
Ahuja, N.2
-
37
-
-
84896391629
-
Hierarchical segmentation of multitemporal RADARSAT-2 SAR data using stationary wavelet transform and algebraic multigrid method
-
Jul.
-
J. Deng, Y. Ban, J. Liu, L. Li, X. Niu, and B. Zou, "Hierarchical segmentation of multitemporal RADARSAT-2 SAR data using stationary wavelet transform and algebraic multigrid method," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 7, pp. 4353-4363, Jul. 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.7
, pp. 4353-4363
-
-
Deng, J.1
Ban, Y.2
Liu, J.3
Li, L.4
Niu, X.5
Zou, B.6
-
38
-
-
84864276740
-
Satellite image time series analysis under time warping
-
Aug.
-
F. Petitjean, J. Inglada, and P. Gancarski, "Satellite image time series analysis under time warping," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 8, pp. 3081-3095, Aug. 2012.
-
(2012)
IEEE Trans. Geosci. Remote Sens.
, vol.50
, Issue.8
, pp. 3081-3095
-
-
Petitjean, F.1
Inglada, J.2
Gancarski, P.3
-
39
-
-
78650890354
-
Unsupervised extraction of floodinduced backscatter changes in SAR data using markov image modeling on irregular graphs
-
Jan.
-
S. Martinis, A. Twele, and S. Voigt, "Unsupervised extraction of floodinduced backscatter changes in SAR data using Markov image modeling on irregular graphs," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 251-263, Jan. 2011.
-
(2011)
IEEE Trans. Geosci. Remote Sens.
, vol.49
, Issue.1
, pp. 251-263
-
-
Martinis, S.1
Twele, A.2
Voigt, S.3
-
40
-
-
84906326713
-
Conditional random fields for multitemporal and multiscale classification of optical satellite imagery
-
Feb.
-
T. Hoberg, F. Rottensteiner, R.-Q. Feitosa, and C. Heipke, "Conditional random fields for multitemporal and multiscale classification of optical satellite imagery," IEEE Trans. Geosci. Remote Sens., vol. 53, no. 2, pp. 659-673, Feb. 2015.
-
(2015)
IEEE Trans. Geosci. Remote Sens.
, vol.53
, Issue.2
, pp. 659-673
-
-
Hoberg, T.1
Rottensteiner, F.2
Feitosa, R.-Q.3
Heipke, C.4
-
41
-
-
0035509961
-
Fast approximate energy minimization via graph cuts
-
Nov.
-
Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 11, pp. 1222-1239, Nov. 2001.
-
(2001)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.23
, Issue.11
, pp. 1222-1239
-
-
Boykov, Y.1
Veksler, O.2
Zabih, R.3
-
42
-
-
84949926414
-
New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data
-
Paris, France
-
I. Hedhli, G. Moser, J. Zerubia, and S.-B. Serpico, "New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data," in Proc. IEEE ICIP, Paris, France, 2014, pp. 5247-5251.
-
(2014)
Proc. IEEE ICIP
, pp. 5247-5251
-
-
Hedhli, I.1
Moser, G.2
Zerubia, J.3
Serpico, S.-B.4
-
43
-
-
0003064380
-
Applications of a general propagation algorithm for probabilistic expert systems
-
Mar.
-
A. Dawid, "Applications of a general propagation algorithm for probabilistic expert systems," Statist. Comput., vol. 2, no. 1, pp. 25-36, Mar. 1992.
-
(1992)
Statist. Comput.
, vol.2
, Issue.1
, pp. 25-36
-
-
Dawid, A.1
-
44
-
-
84943803653
-
Fusing landsat and MODIS data for vegetationmonitoring
-
Sep.
-
F. Gao et al., "Fusing Landsat and MODIS data for vegetationmonitoring," IEEE Geosci. Remote Sens. Mag., vol. 3, no. 3, pp. 47-60, Sep. 2015.
-
(2015)
IEEE Geosci. Remote Sens. Mag.
, vol.3
, Issue.3
, pp. 47-60
-
-
Gao, F.1
-
45
-
-
84950881632
-
Probabilistic solution of ill posed problems in computational vision
-
J. L. Marroquin, S. Mitter, and T. Poggio, "Probabilistic solution of ill posed problems in computational vision," J. Amer. Statist. Assoc., vol. 82, no. 397, pp. 76-89, 1987.
-
(1987)
J. Amer. Statist. Assoc.
, vol.82
, Issue.397
, pp. 76-89
-
-
Marroquin, J.L.1
Mitter, S.2
Poggio, T.3
-
46
-
-
0026262517
-
Incremental estimation of image flow using a kalman filter
-
A. Singh, "Incremental estimation of image flow using a Kalman filter," in Proc. IEEE Workshop Vis. Motion, 1991, pp. 36-43.
-
(1991)
Proc. IEEE Workshop Vis. Motion
, pp. 36-43
-
-
Singh, A.1
-
47
-
-
0033882656
-
Noniterative manipulation of discrete energy-based models for image analysis
-
Apr.
-
P. Pérez, A. Chardin, and J. M. Laferté, "Noniterative manipulation of discrete energy-based models for image analysis," Pattern Recog., vol. 33, no. 4, pp. 573-586, Apr. 2000.
-
(2000)
Pattern Recog.
, vol.33
, Issue.4
, pp. 573-586
-
-
Pérez, P.1
Chardin, A.2
Laferté, J.M.3
-
48
-
-
0032311818
-
Semi-iterative inference with hierarchical models
-
A. Chardin and P. Pérez, "Semi-iterative inference with hierarchical models," in Proc. IEEE ICIP, 1998, vol. 1, pp. 630-634.
-
(1998)
Proc. IEEE ICIP
, vol.1
, pp. 630-634
-
-
Chardin, A.1
Pérez, P.2
|