一种利用模板匹配的方法在搜救行动中发现受害者

Carlos Castillo, Carolina Chang
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引用次数: 19

摘要

我们提出了一种在机器人应用中使用模板匹配的基于视觉的人检测方法。我们用人体轮廓的模板来检测人。在我们的方法中,我们检测每个图像的边界,然后应用距离变换,然后在不同的尺度上匹配模板。我们的系统集成了轮廓,角落(兴趣点)和皮肤存在,以便在搜索和救援行动中获得更可靠的受害者检测结果。此外,我们描述了从一组感兴趣对象的照片中自动生成模板。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A method to detect victims in search and rescue operations using template matching
We present an approach to vision-based person detection in robotic applications that uses template matching. We detect people using templates of the human silhouette. In our approach, we detect borders on each image, then apply a distance transform, and then match templates at different scales. Our system integrates silhouette, corners (point of interest) and skin presence in order to obtain more robust results in the detection of victims in search and rescue operations. Further, we describe the automatic generation of templates from a set of photographs of the object of interest.
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