Big SAR data processing: Interferometric and polarimetric SAR data structurization based on complex-valued and quaternion neural networks

2019 IEEE Recent Advances in Geoscience and Remote Sensing : Technologies, Standards and Applications (TENGARSS) ◽

10.1109/tengarss48957.2019.8976051 ◽

2019 ◽

Author(s):

Akira Hirose

Keyword(s):

Neural Networks ◽

Data Processing ◽

Polarimetric Sar ◽

Sar Data ◽

Download Full-text

Self-organizing Neural Networks for Unsupervised Classification of Polarimetric SAR Data on Complex Landscapes

2006 IEEE International Symposium on Geoscience and Remote Sensing ◽

10.1109/igarss.2006.134 ◽

2006 ◽

Author(s):

C. Putignano ◽

G. Schiavon ◽

D. Solimini ◽

B. Trisasongko

Keyword(s):

Neural Networks ◽

Unsupervised Classification ◽

Polarimetric Sar ◽

Sar Data ◽

Self Organizing ◽

Complex Landscapes

Download Full-text

Full-polarimetric scattering characteristics prediction from single/dual-polarimetric SAR data using convolutional neural networks

The Journal of Engineering ◽

10.1049/joe.2019.0563 ◽

2019 ◽

Vol 2019 (21) ◽

pp. 7459-7463

Author(s):

Juan Zhang ◽

Xiaolan Qiu ◽

Xiangfeng Wang ◽

Yan Jin

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Polarimetric Sar ◽

Download Full-text

Polarimetric SAR data classification using competitive neural networks

International Journal of Remote Sensing ◽

10.1080/014311698214442 ◽

1998 ◽

Vol 19 (14) ◽

pp. 2665-2684 ◽

Author(s):

Yosuke Ito ◽

Sigeru Omatu

Keyword(s):

Neural Networks ◽

Data Classification ◽

Polarimetric Sar ◽

Download Full-text

A Classification Method of Polarimetric SAR Data based on Scattering Models and Neural Networks

Transactions of the Institute of Systems Control and Information Engineers ◽

10.5687/iscie.11.449 ◽

1998 ◽

Vol 11 (8) ◽

pp. 449-457

Author(s):

Yosuke ITO ◽

Sigeru OMATU

Keyword(s):

Neural Networks ◽

Classification Method ◽

Polarimetric Sar ◽

Download Full-text

A polarimetric SAR data classification method using neural networks

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

10.1109/igarss.1998.703653 ◽

1998 ◽

Author(s):

Y. Ito ◽

S. Omatu

Keyword(s):

Neural Networks ◽

Data Classification ◽

Classification Method ◽

Polarimetric Sar ◽

Download Full-text

A novel approach to polarimetric SAR data processing based on Nonlinear PCA

Pattern Recognition ◽

10.1016/j.patcog.2013.11.009 ◽

2014 ◽

Vol 47 (5) ◽

pp. 1953-1967 ◽

Author(s):

Giorgio Licciardi ◽

Ruggero Giuseppe Avezzano ◽

Fabio Del Frate ◽

Giovanni Schiavon ◽

Jocelyn Chanussot

Keyword(s):

Data Processing ◽

Polarimetric Sar ◽

Nonlinear Pca ◽

Novel Approach ◽

Download Full-text

Classification of full polarimetric SAR-data using artificial neural networks and fuzzy algorithms

IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293) ◽

10.1109/igarss.1999.775011 ◽

2003 ◽

Author(s):

M. Hellmann ◽

G. Jager ◽

E. Kratzschmar ◽

M. Habermeyer

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Polarimetric Sar ◽

Fuzzy Algorithms ◽

Artificial Neural ◽

Download Full-text

3-D broadband ground-based polarimetric SAR data processing for the monitoring of vegetation growth variations

IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 ◽

10.1109/igarss.2004.1368642 ◽

2004 ◽

Author(s):

Zheng-Shu Zhou ◽

T. Hamasaki ◽

M. Sato ◽

W. Boerner

Keyword(s):

Data Processing ◽

Polarimetric Sar ◽

Vegetation Growth ◽

Download Full-text

Despeckling Polarimetric SAR Data Using a Multistream Complex-Valued Fully Convolutional Network

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3066311 ◽

2021 ◽

pp. 1-5

Author(s):

Adugna G. Mullissa ◽

Claudio Persello ◽

Johannes Reiche

Keyword(s):

Polarimetric Sar ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Sar Data ◽

Download Full-text

Polarimetric SAR Data Classification Using Neural Networks.

Journal of the Japan society of photogrammetry and remote sensing ◽

10.4287/jsprs.36.3_13 ◽

1997 ◽

Vol 36 (3) ◽

pp. 13-22

Author(s):

Yosuke ITO ◽

Sigeru OMATU

Keyword(s):

Neural Networks ◽

Data Classification ◽

Polarimetric Sar ◽

Download Full-text