基于图像显著性的多角度光学伪装效果评估方法
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哈尔滨工程大学青岛创新发展基地

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航天科技创新发展(ZY0110020009)


Multi-angle Optical Camouflage Effect Evaluation Method based on Image Saliency
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Qingdao Innovation Development Base, Harbin Engineering University

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Innovative development of space science and technology(ZY0110020009)

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    摘要:

    针对传统光学伪装效果评估较难客观反映伪装目标在特定背景下的伪装效果,易忽略特定角度下的不良伪装等问题,提出一种基于图像显著性的多角度光学伪装评估方法。提取图像的亮度、颜色及频率特征得到各特征显著性图,利用熵权法计算各显著性图的权重,整合得到多特征融合显著性图,通过分析目标区域在多特征融合显著性图中的表现,计算出各个角度的显著性系数,进而综合评估该伪装场景的伪装效果,并通过使用两种典型背景下采集的光学图像进行实验验证。验证结果表明:该方法正确、有效,可根据特定角度评估结果优化伪装方案。

    Abstract:

    Aiming at the traditional optical camouflage effect assessment, it is more difficult to objectively reflect the camouflage effect of camouflage target in a specific background, and it is easy to ignore the bad camouflage in a specific angle, etc., it puts forward a multi-angle optical camouflage assessment method based on the saliency of the image. The brightness, color and frequency features of the image are extracted to obtain each feature saliency map, the weight of each saliency map is calculated using the entropy weight method, and the multi-feature fusion saliency map is integrated to obtain the multi-feature fusion saliency map, and the saliency coefficients of each angle are calculated by analyzing the performance of the target area in the multi-feature fusion saliency map to comprehensively assess the camouflage effect of this camouflage scene and to experimentally validate it by using the optical images captured in two typical backgrounds. Experimental validation. The validation results show that the method is correct and effective, and the camouflage scheme can be optimized according to the evaluation results of specific angles.

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  • 收稿日期:2024-07-01
  • 最后修改日期:2024-07-17
  • 录用日期:2024-07-08
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