Hidden Markov fields and unsupervised segmentation of images

Markov Fields ◽

Segmentation Of Images

Unsupervised segmentation of hidden Markov fields corrupted by correlated non-Gaussian noise

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2018.08.001 ◽

2018 ◽

Vol 102 ◽

pp. 41-59

Author(s):

Lin An ◽

Ming Li ◽

Mohamed El Yazid Boudaren ◽

Wojciech Pieczynski

Keyword(s):

Gaussian Noise ◽

Hidden Markov ◽

Markov Fields ◽

Non Gaussian

Unsupervised segmentation of multisensor images using generalized hidden Markov chains

Proceedings of 3rd IEEE International Conference on Image Processing ◽

10.1109/icip.1996.560991 ◽

2002 ◽

Author(s):

N. Giordana ◽

W. Pieczynski

Keyword(s):

Markov Chains ◽

Hidden Markov ◽

Hidden Markov Chains

Bloking Modification of Gibbs Sampling for Recognition of Hidden Markov Fields

Upravlâûŝie sistemy i mašiny ◽

10.15407/usim.2018.02.031 ◽

2018 ◽

pp. 31-41

Author(s):

Yevgeniy V. Vodolazskiy ◽

◽

Serhiy A. Latiuk ◽

Keyword(s):

Gibbs Sampling ◽

Hidden Markov ◽

Estimation Of Mixture And Unsupervised Segmentation Of Images

[Proceedings] IGARSS'91 Remote Sensing: Global Monitoring for Earth Management ◽

10.1109/igarss.1991.580308 ◽

2005 ◽

Cited By ~ 7

Author(s):

N. Marhic ◽

W. Pieczynski

Keyword(s):

Segmentation Of Images

Unsupervised Segmentation of SAR Images Using Gaussian Mixture-Hidden Evidential Markov Fields

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2016.2615647 ◽

2016 ◽

Vol 13 (12) ◽

pp. 1865-1869 ◽

Cited By ~ 7

Author(s):

Mohamed El Yazid Boudaren ◽

Lin An ◽

Wojciech Pieczynski

Keyword(s):

Gaussian Mixture ◽

Sar Images ◽

Unsupervised segmentation of images

10.1117/12.323800 ◽

1998 ◽

Cited By ~ 1

Author(s):

Simon A. Barker ◽

Anil C. Kokaram ◽

Peter J. W. Rayner

Keyword(s):

Segmentation Of Images

Segmenting Multi-Source Images Using Hidden Markov Fields With Copula-Based Multivariate Statistical Distributions

IEEE Transactions on Image Processing ◽

10.1109/tip.2017.2685345 ◽

2017 ◽

Vol 26 (7) ◽

pp. 3187-3195 ◽

Cited By ~ 4

Author(s):

Jerome Lapuyade-Lahorgue ◽

Jing-Hao Xue ◽

Su Ruan

Keyword(s):

Hidden Markov ◽

Statistical Distributions ◽

Multivariate Statistical ◽

A General Method for Unsupervised Segmentation of Images Using a Multiscale Approach

Lecture Notes in Computer Science - Computer Vision — ECCV 2000 ◽

10.1007/3-540-45053-x_5 ◽

2000 ◽

pp. 69-84 ◽

Cited By ~ 1

Author(s):

Alvin H. Kam ◽

William J. Fitzgerald

Keyword(s):

Multiscale Approach ◽

Segmentation Of Images ◽

General Method

Unsupervised segmentation of SAR images using Triplet Markov fields and fisher noise distributions

2007 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2007.4423694 ◽

2007 ◽

Cited By ~ 6

Author(s):

Dalila Benboudjema ◽

Florence Tupin ◽

Wojciech Pieczynski ◽

Marc Sigelle ◽

Jean-Marie Nicolas

Keyword(s):

Sar Images ◽

Information Processing and Management of Uncertainty in Knowledge-Based Systems - Communications in Computer and Information Science ◽

Dempster-Shafer Parzen-Rosenblatt Hidden Markov Fields for Multichannel Image Segmentation

10.1007/978-3-030-50146-4_45 ◽

2020 ◽

pp. 613-624

Author(s):

Mohamed El Yazid Boudaren ◽

Ali Hamache ◽

Islam Debicha ◽

Hamza Tarik Sadouk

Keyword(s):

Image Segmentation ◽

Hidden Markov ◽