基于異源圖像傳感器的電熔增材構(gòu)件表面三維重構(gòu)研究
[Abstract]:(Wire Arc Additive manufacture WA-AM) is to melt the metal wire at high temperature through the welding arc, and the welding torch piles the molten metal layer by layer according to the preset welding path, so as to realize the forming purpose of the metal parts. In the process of rapid prototyping large size parts, the factors that have direct influence on the heat input are welding current and voltage, the number of welding torch processed in parallel and the moving speed of welding torch. All these factors will affect the shape of metal melting pool. The distribution of temperature field and the time of solidification are the important factors affecting the forming stability, shape variables and surface quality of metal components. In this paper, the 3D reconstruction of the component surface is studied in the process of manufacturing the large fused material with multiple heat sources. The objective of this paper is to accurately obtain the 3D surface size and temperature data of the more complicated or the parts with large depth variation. On the basis of the research of binocular stereo vision principle model, calibration, binocular correction, stereo matching algorithm and 3D reconstruction, The calibration method of visible light camera and infrared thermal imager and the method of 3D reconstruction of infrared thermal image are designed. Based on the visual development platform provided by Intel computer vision library OpenCV, the research and implementation of binocular stereo vision are first carried out, including the construction of hardware and software platform, camera calibration, binocular correction and binocular stereo matching. The accuracy of 3D reconstruction and reconstruction results are analyzed and compared with MATLAB. The calibration accuracy reprojection error is less than 0.5 pixels, and the 3D reconstruction error is about 4 mm. Then, the binocular stereo of visible light is combined with the thermal imager. A trinocular vision system is set up to realize the 3D reconstruction of infrared image. According to the imaging characteristics of infrared thermal imager, a combined calibration method based on the binocular stereo vision of visible light and the trinocular camera of thermal imager is designed, and the calibration process is simple. The reprojection error is less than 1 pixel, which can meet the practical application requirements. Finally, according to the projection matrix and other parameters of joint calibration, The 3D reconstruction point cloud of the binocular image of visible light is projected to the imaging plane of the infrared thermal imager, and the 3D reconstruction of the infrared image is completed. The reconstruction error is about 30 mm.
【學(xué)位授予單位】:哈爾濱工業(yè)大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:TG444;TP391.41
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