Local Autoencoding for Parameter Estimation in a Hidden Potts-Markov Random Field

Sanming Song; Bailu Si; J. Michael Herrmann; Xisheng Feng

doi:10.1109/tip.2016.2545299

Local Autoencoding for Parameter Estimation in a Hidden Potts-Markov Random Field

IEEE Transactions on Image Processing ◽

10.1109/tip.2016.2545299 ◽

2016 ◽

Vol 25 (5) ◽

pp. 2324-2336 ◽

Cited By ~ 7

Author(s):

Sanming Song ◽

Bailu Si ◽

J. Michael Herrmann ◽

Xisheng Feng

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Markov Random

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Fully spatially adaptive smoothing parameter estimation for Markov random field super-resolution mapping of remotely sensed images

International Journal of Remote Sensing ◽

10.1080/01431161.2015.1049381 ◽

2015 ◽

Vol 36 (11) ◽

pp. 2851-2879 ◽

Cited By ~ 5

Author(s):

H. Aghighi ◽

J. Trinder ◽

S. Lim ◽

Y. Tarabalka

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Super Resolution ◽

Adaptive Smoothing ◽

Markov Random ◽

Spatially Adaptive ◽

Resolution Mapping ◽

Super Resolution Mapping ◽

Smoothing Parameter Estimation

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Edge detection using markov random field models—optimization and parameter estimation by mean field annealing

Electronics and Communications in Japan (Part III Fundamental Electronic Science) ◽

10.1002/ecjc.4430780703 ◽

1995 ◽

Vol 78 (7) ◽

pp. 21-33 ◽

Cited By ~ 2

Author(s):

Hiroyuki Kudo ◽

Tsuneo Saito ◽

Michiko Kawauchi

Keyword(s):

Parameter Estimation ◽

Edge Detection ◽

Random Field ◽

Markov Random Field ◽

Mean Field ◽

Markov Random ◽

Field Annealing

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Recursive-in-order least-squares parameter estimation algorithm for 2-D noncausal Gaussian Markov random field model

Circuits Systems and Signal Processing ◽

10.1007/bf01183750 ◽

1995 ◽

Vol 14 (1) ◽

pp. 87-110

Author(s):

C. R. Zou ◽

E. I. Plotkin ◽

M. N. S. Swamy ◽

Z. Y. He

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Least Squares ◽

Markov Random Field ◽

Field Model ◽

Estimation Algorithm ◽

Markov Random Field Model ◽

Gaussian Markov Random Field ◽

Markov Random ◽

Parameter Estimation Algorithm

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Parameter estimation in Markov random field contextual models using geometric models of objects

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/34.485560 ◽

1996 ◽

Vol 18 (3) ◽

pp. 326-329 ◽

Cited By ~ 16

Author(s):

S.G. Nadabar ◽

A.K. Jain

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Geometric Models ◽

Markov Random

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Markov random field based image labeling with parameter estimation by error backpropagation

[Proceedings] 1991 IEEE International Joint Conference on Neural Networks ◽

10.1109/ijcnn.1991.170524 ◽

1991 ◽

Cited By ~ 1

Author(s):

J.Y. Kim ◽

H.S. Yang

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Image Labeling ◽

Markov Random

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Smoothing parameter estimation framework for Markov random field by using contextual and spectral information

10.1117/12.2028701 ◽

2013 ◽

Author(s):

Hossein Aghighi ◽

John Trinder

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Smoothing Parameter ◽

Spectral Information ◽

Markov Random ◽

Smoothing Parameter Estimation

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Parameter estimation in Markov random field based on evolutionary programming

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1380496 ◽

2005 ◽

Author(s):

Chao Shao ◽

Hou-Kuan Huang ◽

Jian Yu

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Evolutionary Programming ◽

Markov Random

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Parameter estimation in Markov random field image modeling with imperfect observations. A comparative study

Pattern Recognition Letters ◽

10.1016/s0167-8655(03)00067-9 ◽

2003 ◽

Vol 24 (14) ◽

pp. 2377-2389 ◽

Cited By ~ 29

Author(s):

M.V. Ibáñez ◽

A. Simó

Keyword(s):

Parameter Estimation ◽

Comparative Study ◽

Random Field ◽

Markov Random Field ◽

Image Modeling ◽

Markov Random

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2-D fast Kalman algorithms for adaptive parameter estimation of nonhomogeneous Gaussian Markov random field model

IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing ◽

10.1109/82.329738 ◽

1994 ◽

Vol 41 (10) ◽

pp. 678-692 ◽

Cited By ~ 6

Author(s):

C.R. Zou ◽

E.I. Plotkin ◽

M.N.S. Swamy

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Field Model ◽

Random Field Model ◽

Markov Random Field Model ◽

Gaussian Markov Random Field ◽

Adaptive Parameter ◽

Markov Random

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Topology and parameter estimation in Markov random field modeling

10.1117/12.162034 ◽

1993 ◽

Cited By ~ 1

Author(s):

Xavier Descombes ◽

Francoise J. Preteux

Keyword(s):

Parameter Estimation ◽

Random Field ◽

Markov Random Field ◽

Field Modeling ◽

Markov Random

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