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红外图像目标快速分割方法

An Fast Approach to Segment Target from Infrared Image

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【作者】 金梅张长江李冰

【Author】 JIN Mei1, ZHANG Chang-jiang2, LI Bing3(1.School of electrics and information engineering, Daqing Petroleum Institute, Daqing 163318,China; 2.Dept. 2, school of information and science technology, Beijing Institute of Technology, Beijing 100081,China;3.school of computer science and engineering, Daqing Petroleum Iustitute, Daqing 163318, China)

【机构】 大庆石油学院电气信息工程学院北京理工大学2系信息科学技术学院2系 黑龙江大庆163318北京100081北京100081

【摘要】 提出一种红外图像阈值分割方法。为了减少计算量,首先给出一种提取包含待分割目标的感兴趣区域方法;然后利用Bezier曲线法平滑感兴趣区域直方图的噪声,利用所提出的判据来确定最佳分割阈值并进行分割。最后结合上述分割结果和目标的边缘信息得到最终的分割效果。实验结果表明,提出的方法能快速有效的将红外目标从复杂的背景中分割出来。

【Abstract】 A new approach to segment man-made target from infrared image is given based on threshold method. In order to reduce computation cost, a single method to select region of interest(ROI) is put forward so as to extract a piece of region, which contains a target to be segmented. The histogram of ROI is smoothed by Bezier curve method to restrain noise. The ROI is segmented based on threshold method and a new criterion proposed. Final segmentation result is obtained by combining the segmentation result above with edge information of target. Experimental results show that a target can be segmented effectively from complex background in infrared image by the new approach.

  • 【文献出处】 激光与红外 ,Laser & Infrared , 编辑部邮箱 ,2004年03期
  • 【分类号】TN215
  • 【被引频次】6
  • 【下载频次】244
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