An improvement of ship wake detection based on the radon transform

被引:47
作者
Courmontagne, P [1 ]
机构
[1] ISEN, Lab L2MP, F-83000 Toulon, France
关键词
SAR images; ship-wakes; stochastic matched filter; Radon transform; interpolation;
D O I
10.1016/j.sigpro.2005.02.013
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The purpose of this article is to present a new process for ship wake detection in synthetic aperture radar (SAR) images. Most of detection algorithms uses the Radon transform. In fact, due to its properties, this approach is particularly suited for such a detection. The main originality of our work is the wedding between the Radon transform and a filtering method used here to interpolate the image in a rotating reference system, introduced by the Radon transform. This filtering method is the stochastic matched filtering technique, which allows to maximize the signal to noise ratio after process. Because of the amount of calculus this method implies, we used a new formulation based on the signal expansion into discrete cosine transform. Experimental results on SIR-C/X-SAR and ERS SAR images are presented and compared to those obtained using some classical approaches. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:1634 / 1654
页数:21
相关论文
共 23 条
[1]  
Cavassilas J.-F., 1993, Traitement du Signal, V10, P215
[2]  
Cavassillas J-F., 1991, P I AC INT C SON SIG, V13, P194
[3]   LOCALIZED RADON TRANSFORM-BASED DETECTION OF SHIP WAKES IN SAR IMAGES [J].
COPELAND, AC ;
RAVICHANDRAN, G ;
TRIVEDI, MM .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (01) :35-45
[4]   Linear features detection in SAR images for urban analysis [J].
Costa, RCS ;
Medeiros, FNS .
SIBGRAPI 2002: XV BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING, PROCEEDINGS, 2002, :401-401
[5]   A new formulation for the Karhunen-Loeve expansion [J].
Courmontagne, P .
SIGNAL PROCESSING, 1999, 79 (03) :235-249
[6]  
COURMONTAGNE P, 2001, P 9 AD SENS ARR PROC, V2, P79
[7]  
COURMONTAGNE P, 1997, P 13 DIG SIGN PROC S, V2, P1091
[8]  
Deans S., 1983, RADON TRANSFORM SOME
[9]  
DEGRANDI GF, 2002, P GEOSC REM SENS S I, V1, P623
[10]   An automatic ship and ship wake detection system for spaceborne SAR images in coastal regions [J].
Eldhuset, K .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (04) :1010-1019