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Search Aid System Based on Machine Vision and Its Visual Attention Model for Rescue Target Detection

机译:基于机器视觉的搜索辅助系统及其视觉注意力模型在救援目标检测中的应用

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The prompt search and rescue of lifesaving target is very important in the case that a marine casualty occurs. To detect the small target in the wide views over the sea, we have proposed a machine vision system to aid search and rescue on the sea, which combines remote sensing, radar, infrared with visual light technology. One of the detection methods in this system, which is based on visual attention mechanism, is proposed in this paper to find rescue target from visual light image. The color information, image intensity and other image properties are used to generate the feature maps that form the saliency map subsequently with the weighted integrating strategy. The experimental results show that the proposed method is efficient to detect the small target in cluttered ocean scene.
机译:在发生海上人员伤亡的情况下,迅速搜寻和挽救救生目标非常重要。为了在广阔的海上视野中探测到小的目标,我们提出了一种机器视觉系统,该系统将遥感,雷达,红外线与可见光技术相结合,以帮助海上搜救。提出了一种基于视觉注意机制的系统检测方法,用于从视觉图像中寻找救援目标。颜色信息,图像强度和其他图像属性用于生成特征图,这些特征图随后通过加权积分策略形成显着图。实验结果表明,该方法能够有效地检测出海洋中杂乱无章的小目标。

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