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云天背景下红外序列图像的小目标检测

DETECTION OF SMALL TARGET IN THE INFRARED IMAGE SEQUENCES IN CLOUD BACKGROUND
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摘要 针对在云天背景下红外小目标的检测提出了一种背景抑制滤波器,与其它滤波器相比,滤波后图像的信噪比有了较大的提高。在图像分割时,先对图像均衡化,再利用最大对比度确定门限,该方法比其他分割方法具有更大的灵活性和有效性。在目标检测阶段,我们先进行HFQC滤波,然后设计管道作目标识别,能够较好地检测目标实验证明,该方法的检测精度有了很大提高。 A kind of background suppressing filter in cloud background for detecting small target in infrared image sequences is proposed. Compared with other filter, the higher SNR of image after filtering have been gained. During the course of image segmentation, the image equalization is done firstly. Then the image threshold is gotten by highest vision contrast ratio. The threshold is larger flexibility and practicality than the other image segmentation methods. In target detection, the sequences are filtered by the HFQC filterer, and then a pipe-model is designed for target recognizing. The results of experiment proof the method is very effective.
出处 《模式识别与人工智能》 EI CSCD 北大核心 2003年第3期374-378,共5页 Pattern Recognition and Artificial Intelligence
基金 图像信息处理与智能控制教育部重点实验室资助项目(No.TKLJ0207)
关键词 红外序列图像 目标检测 云天背景 图像分割 图像处理 红外图像序列 Image Processing, High-Pass Filtering, Image Segmentation, Target Detection
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参考文献8

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二级参考文献5

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