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Fusion of Infrared Thermal Image and Visible Image for 3D Thermal Model Reconstruction Using Smartphone Sensors

机译:融合红外热图像和可见图像以使用智能手机传感器进行3D热模型重建

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摘要

Thermal infrared imagery provides temperature information on target objects, and has been widely applied in non-destructive testing. However, thermal infrared imagery is not always able to display detailed textures of inspected objects, which hampers the understanding of geometric entities consisting of temperature information. Although some commercial software has been developed for 3D thermal model displays, the software requires the use of expensive specific thermal infrared sensors. This study proposes a cost-effective method for 3D thermal model reconstruction based on image-based modeling. Two smart phones and a low-cost thermal infrared camera are employed to acquire visible images and thermal images, respectively, that are fused for 3D thermal model reconstruction. The experiment results demonstrate that the proposed method is able to effectively reconstruct a 3D thermal model which extremely approximates its corresponding entity. The total computational time for the 3D thermal model reconstruction is intensive while generating dense points required for the creation of a geometric entity. Future work will improve the efficiency of the proposed method in order to expand its potential applications to in-time monitoring.
机译:红外热成像可提供目标物体的温度信息,并已广泛应用于无损检测中。但是,热红外图像并不总是能够显示被检对象的详细纹理,这妨碍了对由温度信息组成的几何实体的理解。尽管已经为3D热模型显示开发了一些商业软件,但是该软件需要使用昂贵的特定热红外传感器。这项研究提出了一种基于图像建模的经济高效的3D热模型重建方法。两台智能手机和一台低成本的红外热像仪分别用于采集可见图像和热图像,将它们融合在一起以进行3D热模型重建。实验结果表明,所提出的方法能够有效地重建一个3D热模型,该模型非常近似其对应实体。 3D热模型重建的总计算时间很长,同时生成了创建几何实体所需的密集点。未来的工作将提高所提出方法的效率,以便将其潜在应用扩展到实时监控中。

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