彭志勇, 王向军, 卢进. 窗口热辐射下基于视觉显著性的红外目标检测方法[J]. 红外与激光工程, 2014, 43(6): 1772-1776.
引用本文: 彭志勇, 王向军, 卢进. 窗口热辐射下基于视觉显著性的红外目标检测方法[J]. 红外与激光工程, 2014, 43(6): 1772-1776.
Peng Zhiyong, Wang Xiangjun, Lu Jin. Infrared target detection under hot dome infrared radiation based on visual saliency method[J]. Infrared and Laser Engineering, 2014, 43(6): 1772-1776.
Citation: Peng Zhiyong, Wang Xiangjun, Lu Jin. Infrared target detection under hot dome infrared radiation based on visual saliency method[J]. Infrared and Laser Engineering, 2014, 43(6): 1772-1776.

窗口热辐射下基于视觉显著性的红外目标检测方法

Infrared target detection under hot dome infrared radiation based on visual saliency method

  • 摘要: 针对红外成像应用于高速飞行器发展的需求,开展了光学窗口气动热辐射条件下的目标检测方法研究。首先介绍了目前小目标检测方法工程应用现状及其应用于气动效应条件的不足,总结了窗口红外热辐射的特征分析,给出了图像整体灰度分布,目标对比度、目标灰度与边缘变化程度的分析;针对热辐射特征与图像特点,提出了基于梯度域的视觉显著性目标检测方法,并给出了算法运行的流程;最后,从背景抑制后的目标对比度、运行时间、检测效果等方面,对提出的方法与常用的小目标检测算法进行了对比实验,显示了方法在处理窗口热辐射条件下的目标检测性能的优越性。

     

    Abstract: For infrared imaging meeting the development needs of high-speed aircraft, a target detection method under the condition of high heat dome infrared radiation was proposed. Firstly, the current small target detection method used in current engineering application and its flaws was described when facing aero-thermal effect during high speed fly. Then infrared radiation characteristics of heat dome were analyzed in aspect of the energy intensity distribution, the target contrast, target gray and edge changes. According to radiation characteristics and features, target detection method was proposed based on the gradient domain saliency. And the detail processes was given in the paper;finally, target contrast after background suppressing, running time, detection rate, etc. were compared between the proposed method and the commonly used small target detection algorithms. The experiments showed that the proposed method performs superiority under the conditions of thermal radiation target detection.

     

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