Pose estimation of SAR imagery using the two dimensional continuous wavelet transform

Lance M. Kaplan; Romain Murenzi

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Pose estimation of SAR imagery using the two dimensional continuous wavelet transform

机译：二维连续小波变换的SAR图像姿态估计

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摘要

We develop a novel pose estimation technique for synthetic aperture radar image chips based on the 2-D continuous wavelet transform (CWT). The pose estimator exploits a fast approximation of the 2-D CWT so that its computational complexity is comparable to a principle component analysis (PCA) based approach. By incorporating energy from various scales, the CWT approach is more robust than the PCA method. Experiments over the MSTAR database confirm the robustness of the CWT method.

机译：我们开发了一种基于二维连续小波变换（CWT）的合成孔径雷达图像芯片的新型姿态估计技术。姿态估计器利用了二维CWT的快速逼近，因此其计算复杂度可与基于主成分分析（PCA）的方法相提并论。通过合并各种规模的能量，CWT方法比PCA方法更强大。在MSTAR数据库上进行的实验证实了CWT方法的鲁棒性。

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来源
《Pattern recognition letters》 |2003年第14期|p.2269-2280|共12页
作者
Lance M. Kaplan; Romain Murenzi;
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作者单位

CTSPS, Clark Atlanta University, 223 J.P. Brawley Drive, SW, Atlanta, GA 30314, USA;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类自动化技术及设备;
关键词
automatic target recognition; continuous wavelet transform; pose estimation; synthetic aperture radar;

机译：目标自动识别连续小波变换姿态估计合成孔径雷达;

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1. SAR Imaging Using Multidimensional Continuous Wavelet Transform and Applications to Polarimetry and Interferometry [J] . E. Colin, M. Tria, C. Titin-Schnaider, International journal of imaging systems and technology . 2004,第5期

机译：使用多维连续小波变换的SAR成像及其在偏振和干涉测量中的应用
2. Wavelet selection in two-dimensional continuous wavelet transform technique for optical fringe pattern analysis [J] . Ma J., Wang Z., Vo M., Journal of optics, A. Pure and applied optics: journal of the European Optical Society . 2012,第6期

机译：二维连续小波变换技术中用于光学条纹图案分析的小波选择
3. Wavelet selection in two-dimensional continuous wavelet transform technique for optical fringe pattern analysis [J] . Ma J., Wang Z., Vo M., Journal of optics, A. Pure and applied optics: journal of the European Optical Society . 2012,第6期

机译：二维连续小波变换技术中用于光学条纹图案分析的小波选择
4. A synthetical pose estimation of SAR imagery using Hough transform and 2-D continuous wavelet transform [C] . Ning Xin, Guo-hong Wang, Jing Zhang CIE(Chinese Institute of Electronics) International Conference on Radar; 20061016-19; Shanghai(CN) . 2006

机译：基于霍夫变换和二维连续小波变换的SAR图像综合姿态估计
5. Comparison of speckle noise reduction techniques using near shift invariant wavelet transforms with application to SAR imagery. [D] . Kirpalani, Ashwin L. 2009

机译：使用近移不变小波变换的斑点降噪技术的比较及其在SAR图像中的应用。
6. A New Approach for Motor Imagery Classification Based on Sorted Blind Source Separation Continuous Wavelet Transform and Convolutional Neural Network [O] . César J. Ortiz-Echeverri, Sebastián Salazar-Colores, Juvenal Rodríguez-Reséndiz, 2019

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7. The use of the two dimensional continuous wavelet transform for classification of targets in flir imagery [O] . Semwogerere Denis 1998

机译：二维连续小波变换在flir图像目标分类中的应用
8. Computational Complexity of the Continuous Wavelet Transform in Two Dimensions [R] . Murenzi, R. , Kaplan, L. , Antoine, J. , 1998

机译：二维连续小波变换的计算复杂度

Pose estimation of SAR imagery using the two dimensional continuous wavelet transform

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