Title :
Ship wakes detection in SAR images
Author :
Weigang, Zhu ; Hua, Wei ; Xin, Jia ; Yinqing, Zhou
Author_Institution :
Dept. of Meas. & Control, Inst. of Command & Technol. of Equip., Beijing, China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
Detecting ship wakes from spaceborne SAR images is significant. But it is particularly difficult, especially detecting-thin line features. Because those features are not only affected by speckle but also affected by various other factors and the image resolution is often coarser than the wide of the corresponding objects. In this paper, an algorithm is developed based on line-support regions of similar gradient orientation and the Radon-transform. It was found that this approach works fairly well for the images where the ship wakes are by no means distinct.
Keywords :
Radon transforms; feature extraction; gradient methods; image resolution; radar detection; radar imaging; radar resolution; ships; spaceborne radar; synthetic aperture radar; wakes; Radon-transform; gradient orientation; image resolution; on line-support region; ship wake detection; spaceborne SAR image; thin line feature; Computer vision; Extraterrestrial measurements; Image edge detection; Marine vehicles; Object detection; Radar detection; Space technology; Speckle; Surface fitting; Transforms;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1441496