SAR图像中的船舶检测:比较研究

Pasquale Iervolino, R. Guida, P. Lumsdon, J. Janoth, M. Clift, A. Minchella, P. Bianco
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引用次数: 17

摘要

本文研究了合成孔径雷达(SAR)在X波段和c波段两种不同频率下的舰船探测问题。该算法基于典型舰船目标和海杂波的似然函数进行检测。大约在2016年6月7日的同一时间,在英国索伦特海峡的同一地区获得了星载图像。在这里,数据集在检测概率(PD)、虚警概率(PFA)和目标杂波比(TCR)方面进行了比较。探测地图在可用时使用自动识别系统(AIS)数据进行验证,初步结果显示x波段SAR图像的TCR更高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ship detection in SAR imagery: A comparison study
This paper presents a ship-detection study with Synthetic Aperture Radar (SAR) images acquired at two different frequencies: X- and C-band. The detection procedure relies on a novel algorithm based on the likelihood functions of both canonical ship target and sea clutter. Spaceborne images were acquired over the same area in the Solent Channel in UK at approximately the same time on the 7th June 2016. Here, datasets are compared in terms of probability of detection (PD), probability of false alarm (PFA) and Target-to-Clutter Ratio (TCR). Detection maps are validated with Automatic Identification System (AIS) data when available and preliminary results show a higher TCR for the X-band SAR image.
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