A Critical Analysis of Polarimetric Signatures on PALSAR 2 Data for Land Cover Classification

被引：0

作者：

Maurya, Ajay Kumar ^{[1
]}

Phartiyal, Gopal Singh ^{[1
]}

Singh, Dharmendra ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Elect & Commun Engn, Roorkee 247667, Uttar Pradesh, India

来源：

2016 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS) | 2016年

关键词：

PALSAR (Phase Array L-band synthetic aperture RADAR); co-polarization signatures; cross-polarization signatures; NSCM; NED; decision tree classification;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, polarization signatures are extracted for utilization of the fully polarimetric L-band ALOS-PALSAR 2 data. These signatures are extracted for different land cover classes (i.e., urban, water, short vegetation, tall vegetation and bare soil). Critical analysis is performed on the polarization signatures generated of different classes. Further, polarization signatures of different classes are compared with the help of normalized Euclidean distance (NED) and normalized signature correlation mapper (NSCM). Decision tree based algorithm is developed with the help of NSCM, NED and backscattered image for the classification of different land cover classes.

引用

页码：920 / 924

页数：5

共 50 条

[1] Fusion of polarimetric channel information of PALSAR data for land cover classification
Mittal, Gunjan
Mishra, Pooja
Singh, Dharmendra
GEOMATICS NATURAL HAZARDS & RISK, 2014, 5 (02) : 157 - 172
[2] An improved land cover classification using polarization signatures for PALSAR 2 data
Phartiyal, Gopal Singh
Kumar, Kundan
Singh, Dharmendra
ADVANCES IN SPACE RESEARCH, 2020, 65 (11) : 2622 - 2635
[3] OPTIMAL USE OF POLARIMETRIC SIGNATURE ON PALSAR-2 DATA FOR LAND COVER CLASSIFICATION
Phartiyal, Gopal Singh
Kumar, Kundan
Singh, D.
Singh, K. P.
2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 4558 - 4561
[4] Critical Analysis of Polarimetric PALSAR Data for Landcover Classification
Mittal, G.
Singh, D.
INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN MICROWAVE THEORY AND APPLICATIONS, PROCEEDINGS, 2008, : 434 - +
[5] LAND-COVER CLASSIFICATION IN KALIMANTAN BY POLARIMETRIC PALSAR
Bagan, Hasi
Takeuchi, Wataru
Yamagata, Yoshiki
NETWORKING THE WORLD WITH REMOTE SENSING, 2010, 38 : 736 - 739
[6] Land cover classification of Kumamoto, Japan using polarimetric decomposition of Palsar-2 Data
Chiba University, Chiba, Japan
Asian Conf. Remote Sens. - Space Appl.: Touching Hum. Lives, ACRS, 1600,
[7] Combination of AVNIR-2, PALSAR, and Polarimetric Parameters for Land Cover Classification
Bagan, Hasi
Kinoshita, Tsuguki
Yamagata, Yoshiki
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (04): : 1318 - 1328
[8] A New Method for Land Cover Characterization and Classification of Polarimetric SAR Data Using Polarimetric Signatures
Jafari, Mohsen
Maghsoudi, Yasser
Zoej, Mohammad Javad Valadan
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 8 (07) : 3595 - 3607
[9] Signatures of polarimetric parameters and their implications on land cover classification
Skriver, Henning
IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 4195 - 4198
[10] Exploring the Capability of ALOS PALSAR L-Band Fully Polarimetric Data for Land Cover Classification in Tropical Environments
Negri, Rogerio Galante
Dutra, Luciano Vieira
Freitas, Corina da Costa
Lu, Dengsheng
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (12) : 5369 - 5384

← 1 2 3 4 5 →