A mutual approach based on Markov random fields for multitemporal contextual classification of remote sensing images

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) ◽

10.1109/igarss.2001.978218 ◽

2002 ◽

Author(s):

F. Melgani ◽

S.B. Serpico

Keyword(s):

Remote Sensing ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Images ◽

Mutual Approach ◽

Download Full-text

Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2768398 ◽

2017 ◽

pp. 1-5 ◽

Author(s):

Ihsen Hedhli ◽

Gabriele Moser ◽

Sebastiano B. Serpico ◽

Josiane Zerubia

Keyword(s):

Remote Sensing ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Images ◽

Download Full-text

Change Detection Using High Resolution Remote Sensing Images Based on Active Learning and Markov Random Fields

Remote Sensing ◽

10.3390/rs9121233 ◽

2017 ◽

Vol 9 (12) ◽

pp. 1233 ◽

Author(s):

Huai Yu ◽

Wen Yang ◽

Guang Hua ◽

Hui Ru ◽

Pingping Huang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Active Learning ◽

Change Detection ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Images ◽

Download Full-text

Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.718848 ◽

1998 ◽

Vol 36 (5) ◽

pp. 1446-1455 ◽

Author(s):

M. Schroder ◽

H. Rehrauer ◽

K. Seidel ◽

M. Datcu

Keyword(s):

Remote Sensing ◽

Information Retrieval ◽

Random Fields ◽

Markov Random Fields ◽

Spatial Information ◽

Remote Sensing Images ◽

Download Full-text

Segmentation of multispectral remote-sensing images based on Markov random fields

IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development ◽

10.1109/igarss.1997.615858 ◽

2002 ◽

Author(s):

Iong-Wen Tsai ◽

Din-Chang Tseng

Keyword(s):

Remote Sensing ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Images ◽

Markov Random ◽

Multispectral Remote Sensing

Download Full-text

A Top-Down Application of Multi-Resolution Markov Random Fields with Bilateral Information in Semantic Segmentation of Remote Sensing Images

2018 26th International Conference on Geoinformatics ◽

10.1109/geoinformatics.2018.8557117 ◽

2018 ◽

Author(s):

Hongtai Yao ◽

Min Zhang ◽

Bingxue Wang

Keyword(s):

Remote Sensing ◽

Random Fields ◽

Markov Random Fields ◽

Semantic Segmentation ◽

Remote Sensing Images ◽

Top Down ◽

Download Full-text

Classification of multisource remote sensing imagery using a genetic algorithm and Markov random fields

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.763284 ◽

1999 ◽

Vol 37 (3) ◽

pp. 1255-1260 ◽

Author(s):

B.C.K. Tso ◽

P.M. Mather

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Imagery ◽

Download Full-text

Spectral-spatial classification of hyperspectral images using wavelet transform and hidden Markov random fields

Geocarto International ◽

10.1080/10106049.2017.1303087 ◽

2017 ◽

Vol 33 (8) ◽

pp. 771-790 ◽

Author(s):

Elham Kordi Ghasrodashti ◽

Mohammad Sadegh Helfroush ◽

Habibollah Danyali

Keyword(s):

Wavelet Transform ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Hyperspectral Images ◽

Spatial Classification ◽

Download Full-text

Spectral-Spatial Classification of Hyperspectral Remote Sensing Images Using Minimum Spanning Forest and Markov Random Field Classifier

Journal of Environmental Science Computer Science and Engineering & Technology ◽

10.24214/jecet.a.10.4.67488 ◽

2021 ◽

Vol 10 (4) ◽

Keyword(s):

Remote Sensing ◽

Random Field ◽

Markov Random Field ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Spanning Forest ◽

Markov Random ◽

Minimum Spanning Forest ◽

Hyperspectral Remote Sensing Images

Download Full-text

Classification of multitemporal SAR images using convolutional neural networks and Markov random fields

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127432 ◽

2017 ◽

Author(s):

Carolyne Danilla ◽

Claudio Persello ◽

Valentyn Tolpekin ◽

John Ray Bergado

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Random Fields ◽

Markov Random Fields ◽

Download Full-text

Classification of hyperspectral spatial/spectral patterns using Gauss-Markov random fields

10.1117/12.666041 ◽

2006 ◽

Author(s):

Heidi A. Smartt ◽

J. Scott Tyo

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

Gauss Markov Random Fields ◽

Spectral Patterns

Download Full-text