Hierarchical Markov Random Fields for High Resolution Land Cover Classification of Multisensor and Multiresolution Image Time Series

Markov Random ◽

Multiresolution Image

Classification of very high resolution SAR images of urban areas by dictionary-based mixture models, copulas, and Markov random fields using textural features

10.1117/12.865023 ◽

2010 ◽

Cited By ~ 1

Author(s):

Aurélie Voisin ◽

Gabriele Moser ◽

Vladimir A. Krylov ◽

Sebastiano B. Serpico ◽

Josiane Zerubia

Keyword(s):

High Resolution ◽

Mixture Models ◽

Random Fields ◽

Urban Areas ◽

Markov Random Fields ◽

Textural Features ◽

Sar Images ◽

Markov Random ◽

Very High

Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6048908 ◽

2011 ◽

Cited By ~ 5

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

High Resolution ◽

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

Multiscale Segmentation ◽

High Resolution Images

Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2657778 ◽

2017 ◽

Vol 14 (4) ◽

pp. 549-553 ◽

Cited By ~ 117

Author(s):

Grant J. Scott ◽

Matthew R. England ◽

William A. Starms ◽

Richard A. Marcum ◽

Curt H. Davis

Keyword(s):

Neural Networks ◽

High Resolution ◽

Land Cover ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

High Resolution Imagery

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 ◽

Cited By ~ 4

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 ◽

Multi-Temporal Land-Cover Classification of Agricultural Areas in Two European Regions with High Resolution Spotlight TerraSAR-X Data

Remote Sensing ◽

10.3390/rs3050859 ◽

2011 ◽

Vol 3 (5) ◽

pp. 859-877 ◽

Cited By ~ 42

Author(s):

Damian Bargiel ◽

Sylvia Herrmann

Keyword(s):

High Resolution ◽

Land Cover ◽

European Regions ◽

Multi Temporal ◽

Agricultural Areas

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 ◽

Cited By ~ 2

Author(s):

Carolyne Danilla ◽

Claudio Persello ◽

Valentyn Tolpekin ◽

John Ray Bergado

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Random Fields ◽

Markov Random Fields ◽

Sar Images ◽

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

10.1117/12.666041 ◽

2006 ◽

Cited By ~ 3

Author(s):

Heidi A. Smartt ◽

J. Scott Tyo

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

Gauss Markov Random Fields ◽

Spectral Patterns

A novel segmentation method of high resolution remote sensing image based on object-oriented Markov random fields model

10.1117/12.912791 ◽

2011 ◽

Author(s):

Liang Hong ◽

Xianchun Pan ◽

Zhaozhong Gao ◽

Kun Yang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Random Fields ◽

Markov Random Fields ◽

Object Oriented ◽

Remote Sensing Image ◽

Segmentation Method ◽

Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2010.2052464 ◽

2011 ◽

Vol 49 (1) ◽

pp. 377-387 ◽

Cited By ~ 18

Author(s):

Arnt-Børre Salberg

Keyword(s):

High Resolution ◽

Land Cover ◽

High Resolution Images

Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6351112 ◽

2012 ◽

Cited By ~ 3

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

High Resolution ◽

Change Detection ◽

Random Fields ◽

Markov Random Fields ◽

Graph Cuts ◽

Sar Images ◽

Edge Preserving ◽