Land Cover Classification with GF-3 Polarimetric Synthetic Aperture Radar Data by Random Forest Classifier and Fast Super-Pixel Segmentation

Yuyuan Fang; Haiying Zhang; Qin Mao; Zhenfang Li

doi:10.3390/s18072014

Land Cover Classification with GF-3 Polarimetric Synthetic Aperture Radar Data by Random Forest Classifier and Fast Super-Pixel Segmentation

Sensors ◽

10.3390/s18072014 ◽

2018 ◽

Vol 18 (7) ◽

pp. 2014 ◽

Cited By ~ 7

Author(s):

Yuyuan Fang ◽

Haiying Zhang ◽

Qin Mao ◽

Zhenfang Li

Keyword(s):

Random Forest ◽

Land Cover ◽

Synthetic Aperture Radar ◽

Land Cover Classification ◽

Radar Data ◽

Random Forest Classifier ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Aperture Radar

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Land cover classification from multifrequency polarimetric synthetic aperture radar data using wavelet-based textural information

IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174) ◽

10.1109/igarss.1998.702904 ◽

1998 ◽

Cited By ~ 1

Author(s):

S. Fukuda ◽

N. Hirosawa

Keyword(s):

Land Cover ◽

Synthetic Aperture Radar ◽

Land Cover Classification ◽

Radar Data ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Aperture Radar

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Coherence-based land cover classification in forested areas of Chattisgarh, Central India, using environmental satellite—advanced synthetic aperture radar data

Journal of Applied Remote Sensing ◽

10.1117/1.3557816 ◽

2011 ◽

Vol 5 (1) ◽

pp. 059501 ◽

Cited By ~ 11

Author(s):

Vyjayanthi Nizalapur

Keyword(s):

Land Cover ◽

Synthetic Aperture Radar ◽

Central India ◽

Land Cover Classification ◽

Radar Data ◽

Synthetic Aperture ◽

Synthetic Aperture Radar Data ◽

Forested Areas ◽

Aperture Radar

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Fully polarimetric synthetic aperture radar data classification using probabilistic and non-probabilistic kernel methods

European Journal of Remote Sensing ◽

10.1080/22797254.2021.1924081 ◽

2021 ◽

pp. 1-8

Author(s):

Iman Khosravi ◽

Yury Razoumny ◽

Javad Hatami Afkoueieh ◽

Seyed Kazem Alavipanah

Keyword(s):

Synthetic Aperture Radar ◽

Kernel Methods ◽

Data Classification ◽

Radar Data ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Aperture Radar

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A Multitexture Model for Multilook Polarimetric Synthetic Aperture Radar Data

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2013.2267615 ◽

2014 ◽

Vol 52 (5) ◽

pp. 2910-2919 ◽

Cited By ~ 18

Author(s):

Torbjorn Eltoft ◽

Stian Normann Anfinsen ◽

Anthony P. Doulgeris

Keyword(s):

Synthetic Aperture Radar ◽

Radar Data ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Aperture Radar

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Surface Parameter Inversion of Polarimetric Synthetic Aperture Radar Data

Polarimetric Microwave Imaging ◽

10.1007/978-981-15-8897-6_14 ◽

2021 ◽

pp. 485-501

Author(s):

Ruliang Yang ◽

Bowei Dai ◽

Lulu Tan ◽

Xiuqing Liu ◽

Zhen Yang ◽

...

Keyword(s):

Synthetic Aperture Radar ◽

Radar Data ◽

Synthetic Aperture ◽

Surface Parameter ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Parameter Inversion ◽

Aperture Radar

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A Novel Approach for the Snow Water Equivalent Retrieval Using X-Band Polarimetric Synthetic Aperture Radar Data

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3016527 ◽

2020 ◽

pp. 1-11

Author(s):

Akshay Patil ◽

Gulab Singh ◽

Christoph Rudiger ◽

Shradha Mohanty ◽

Sanjeev Kumar ◽

...

Keyword(s):

Synthetic Aperture Radar ◽

Snow Water Equivalent ◽

Radar Data ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Novel Approach ◽

X Band ◽

Snow Water ◽

Aperture Radar

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Land Cover Classification in the Poyang Lake Region, China, Using Landsat TM and JERS-1 Synthetic Aperture Radar Data

Annals of GIS ◽

10.1080/10824000709480630 ◽

2007 ◽

Vol 13 (1-2) ◽

pp. 36-43

Author(s):

Huiyong Sang ◽

Hui Lin ◽

Limin Yang ◽

Ying Liu ◽

Xiangming Xiao

Keyword(s):

Land Cover ◽

Synthetic Aperture Radar ◽

Poyang Lake ◽

Land Cover Classification ◽

Radar Data ◽

Landsat Tm ◽

Synthetic Aperture ◽

Synthetic Aperture Radar Data ◽

Poyang Lake Region ◽

Lake Region

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Complex Wishart Distribution Based Analysis of Polarimetric Synthetic Aperture Radar Data

2007 International Workshop on the Analysis of Multi-temporal Remote Sensing Images ◽

10.1109/multitemp.2007.4293078 ◽

2007 ◽

Cited By ~ 2

Author(s):

Allan A. Nielsen ◽

Henning Skriver ◽

Knut Conradsen

Keyword(s):

Synthetic Aperture Radar ◽

Wishart Distribution ◽

Radar Data ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Aperture Radar

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Polarimetric Synthetic Aperture Radar Data and the Complex Wishart Distribution

Image Analysis - Lecture Notes in Computer Science ◽

10.1007/3-540-45103-x_142 ◽

2003 ◽

pp. 1082-1089 ◽

Cited By ~ 2

Author(s):

Allan Aasbjerg Nielsen ◽

Knut Conradsen ◽

Henning Skriver

Keyword(s):

Synthetic Aperture Radar ◽

Wishart Distribution ◽

Radar Data ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Aperture Radar

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Experimental research of unsupervised Cameron/maximum-likelihood classification method for fully polarimetric synthetic aperture radar data

IET Radar Sonar & Navigation ◽

10.1049/iet-rsn.2008.0188 ◽

2010 ◽

Vol 4 (1) ◽

pp. 85 ◽

Cited By ~ 5

Author(s):

M. Xing ◽

R. Guo ◽

C.-W. Qiu ◽

L. Liu ◽

Z. Bao

Keyword(s):

Maximum Likelihood ◽

Synthetic Aperture Radar ◽

Experimental Research ◽

Radar Data ◽

Classification Method ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Synthetic Aperture Radar Data ◽

Maximum Likelihood Classification ◽

Aperture Radar

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