用于热成像检测的红外和RGBD相机的外部校准软件工具

IF 0.4 Q4 ENGINEERING, MULTIDISCIPLINARY Ingenieria Pub Date : 2022-11-20 DOI:10.14483/23448393.18145
Jaimen Junior Aza Taimal, Bladimir Bacca Cortés, Andrés David Restrepo Girón
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引用次数: 0

摘要

背景:热图检查目前用于评估电气设备和民用结构的能源效率,或检测冷却系统和电气或电子设备的故障。然而,热图像缺乏纹理细节,无法精确识别场景或其中物体的几何结构。方法:在这项工作中,描述了名为DepTherm的软件工具的开发。该工具允许在红外相机和RGBD相机之间执行内在和外在校准,以融合热图像、RGB图像和RGBD图像,并记录热数据和深度数据。其他功能包括用户管理、用于所有三种类型图像的可视化GUI、数据库存储和报告生成。结果:除了进行集成测试以验证DepTherm的功能外,还进行了两次定量测试以评估其准确性。发现最大重投影误差为1.47±0.64像素,记录11 cm侧立方体的最大平均误差为4,15 mm。结论:DepTherm软件工具的特点是通过捕捉具有热数据的3D场景模型来促进热成像检查。
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Software Tool for the Extrinsic Calibration of Infrared and RGBD Cameras Applied to Thermographic Inspection
Context:  Thermographic inspections are currently used to assess energy efficiency in electrical equipment and civil structures or to detect failures in cooling systems and electrical or electronic devices. However, thermal images lack texture details, which does not allow for a precise identification of the geometry of the scene or the objects in it. Method: In this work, the development of the software tool called DepTherm is described. This tool allows performing intrinsic and extrinsic calibration between infrared and RGBD cameras in order to fuse thermal, RGB, and RGBD images, as well as to record thermal and depth data. Additional features include user management, a visualization GUI for all three types of images, database storage, and report generation. Results: In addition to the integration tests performed to validate the functionality of DepTherm, two quantitative tests were conducted in order to evaluate its accuracy. A maximum re-projection error of 1,47±0,64 pixels was found, and the maximum mean error in registering an 11 cm side cube was 4,15 mm. Conclusions: The features of the DepTherm software tool are focused on facilitating thermographic inspections by capturing 3D scene models with thermal data.
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来源期刊
Ingenieria
Ingenieria ENGINEERING, MULTIDISCIPLINARY-
CiteScore
0.70
自引率
25.00%
发文量
33
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