Complex-Valued Neural Networks for Synthetic Aperture Radar Image Classification

2021 IEEE Radar Conference (RadarConf21) ◽

10.1109/radarconf2147009.2021.9455316 ◽

2021 ◽

Author(s):

Theresa Scarnati ◽

Benjamin Lewis

Keyword(s):

Neural Networks ◽

Synthetic Aperture Radar ◽

Image Classification ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Complex Valued ◽

Download Full-text

Water body segmentation of Synthetic Aperture Radar image using Deep Convolutional Neural Networks

Microprocessors and Microsystems ◽

10.1016/j.micpro.2021.104360 ◽

2021 ◽

pp. 104360

Author(s):

R.Lalchhanhima ◽

Goutam Saha ◽

Samarendra Nath Sur ◽

Debdatta Kandar

Keyword(s):

Neural Networks ◽

Synthetic Aperture Radar ◽

Convolutional Neural Networks ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Deep Convolutional Neural Networks ◽

Body Segmentation ◽

Download Full-text

Complex-valued interferometric inverse synthetic aperture radar image compression base on compressed sensing

The Journal of Engineering ◽

10.1049/joe.2014.0033 ◽

2014 ◽

Vol 2014 (7) ◽

pp. 352-357

Author(s):

Liechen Li ◽

Daojing Li ◽

Bo Liu ◽

Qingjuan Zhang

Keyword(s):

Compressed Sensing ◽

Image Compression ◽

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Inverse Synthetic Aperture Radar ◽

Complex Valued ◽

Compression Base ◽

Download Full-text

Synthetic Aperture Radar Image Classification based on Principal Component Analysis

Journal of Convergence Information Technology ◽

10.4156/jcit.vol7.issue16.45 ◽

2012 ◽

Vol 7 (16) ◽

pp. 369-375

Author(s):

Tan Yi

Keyword(s):

Principal Component Analysis ◽

Synthetic Aperture Radar ◽

Image Classification ◽

Principal Component ◽

Component Analysis ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Download Full-text

Assessment of Synthetic Aperture Radar Image Preprocessing Methods for Iceberg and Ship Recognition with Convolutional Neural Networks

2019 IEEE Radar Conference (RadarConf) ◽

10.1109/radar.2019.8835807 ◽

2019 ◽

Author(s):

Xingwen Li ◽

Weimin Huang ◽

Dennis K. Peters ◽

Desmond Power

Keyword(s):

Neural Networks ◽

Synthetic Aperture Radar ◽

Convolutional Neural Networks ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Image Preprocessing ◽

Ship Recognition ◽

Download Full-text

A user-friendly system for synthetic aperture radar image classification based on grayscale distributional properties and context

Proceedings X Brazilian Symposium on Computer Graphics and Image Processing SIBGRA-97 ◽

10.1109/sigra.1997.625180 ◽

2002 ◽

Author(s):

A.C. Frery ◽

C.daC.F. Yanasse ◽

P.R. Vieira ◽

S.J.S. Santanna ◽

C.D. Renno

Keyword(s):

Synthetic Aperture Radar ◽

Image Classification ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Distributional Properties ◽

User Friendly ◽

Download Full-text

Using deep neural networks for synthetic aperture radar image registration

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729723 ◽

2016 ◽

Author(s):

Dou Quan ◽

Shuang Wang ◽

Mengdan Ning ◽

Tao Xiong ◽

Licheng Jiao

Keyword(s):

Neural Networks ◽

Image Registration ◽

Synthetic Aperture Radar ◽

Deep Neural Networks ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Download Full-text

Polarimetric synthetic aperture radar image classification by a hybrid method

Tsinghua Science & Technology ◽

10.1016/s1007-0214(07)70015-9 ◽

2007 ◽

Vol 12 (1) ◽

pp. 97-104 ◽

Author(s):

Kamran Ullah Khan ◽

Jian Yang

Keyword(s):

Synthetic Aperture Radar ◽

Image Classification ◽

Hybrid Method ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Polarimetric Synthetic Aperture Radar ◽

Download Full-text

Synthetic-Aperture Radar image based positioning in GPS-denied environments using Deep Cosine Similarity Neural Networks

Inverse Problems & Imaging ◽

10.3934/ipi.2021013 ◽

2020 ◽

Vol 0 (0) ◽

pp. 1-23

Author(s):

Seonho Park ◽

◽

Maciej Rysz ◽

Kaitlin L. Fair ◽

Panos M. Pardalos ◽

...

Keyword(s):

Neural Networks ◽

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Cosine Similarity ◽

Radar Image ◽

Synthetic Aperture ◽

Download Full-text

Feature fusion for inverse synthetic aperture radar image classification via learning shared hidden space

Electronics Letters ◽

10.1049/ell2.12311 ◽

2021 ◽

Author(s):

Wenhao Lin ◽

Xunzhang Gao

Keyword(s):

Synthetic Aperture Radar ◽

Image Classification ◽

Feature Fusion ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Inverse Synthetic Aperture Radar ◽

Download Full-text

SRAD-CNN for adaptive synthetic aperture radar image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2018.1547450 ◽

2018 ◽

Vol 40 (9) ◽

pp. 3461-3485 ◽

Author(s):

Zhang Anjun ◽

Xuezhi Yang ◽

Lu Jia ◽

Jiaqiu Ai ◽

Jingfan Xia

Keyword(s):

Synthetic Aperture Radar ◽

Image Classification ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Download Full-text