| 基于红外图像的海上船舶分割算法研究 |
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| 引用本文： | 胡欣,郭庆昌.基于红外图像的海上船舶分割算法研究[J].水雷战与舰船防护,2009(1). |
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| 作者姓名： | 胡欣 郭庆昌 |
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| 作者单位： | 海装武汉局;中国船舶重工集团公司第七一○研究所; |
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| 摘 要： | 根据海面红外图像的特点,提出了一种基于红外图像的海上船舶分割算法。采用均值移动算法和霍夫变换检测海天线,以海天线为基准确定船舶出现的区域,采用区域分割算法分割船舶目标,根据区域生长法得到不同的目标区域,最后根据实验验证的本算法的有效性。
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| 关 键 词： | 海天线 图像分割 霍夫变换 均值移动 |
Research on Ship Segmentation Algorithm Based on IR image |
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| Hu Xin,Guo Qingchang.Research on Ship Segmentation Algorithm Based on IR image[J].Mine Warfare & Ship Self-Defence,2009(1). |
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| Authors: | Hu Xin Guo Qingchang |
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| Affiliation: | Hu Xin~1,Guo Qingchang~2 (1.Wuhan Military Deputy Bureau of Naval Equipment Department,Wuhan 430073,China,2.No.710 R&D Institute,CSIC,Yichang 443003,China) |
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| Abstract: | An IR-based ship segmentation algorithm is put forward according to the characteristics of IR image on the sea.The sea-sky-line is detected using mean shift algorithm and Hough transform.The detected region is set according to the sea-sky-line and it is used as the reference to define the area where ship appears.Area segmentation algorithm is used to segment the ships and different target areas can be obtained according to region grown algorithm. Finally,the validity of the algorithm is proved according to ... |
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| Keywords: | sea-sky-line image segmentation Hough transform mean shift |
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