Automated thermal 3D reconstruction based on a robot equipped with uncalibrated infrared stereovision cameras. (October 2018)

• Record Type: Journal Article
• Authors: Sentenac, T.; Bugarin, F.; Ducarouge, B.; Devy, M.
• Is Part Of: Advanced engineering informatics. Volume 38(2018)
• Page Start: 203
• Page End: 215
• Publication Date: 2018-10
• Subjects: 3D reconstruction -- Hand-eye calibration -- Rectification -- Vision -- Robotic -- Infrared cameras -- Uncalibrated cameras; Computer-aided engineering -- Periodicals; Engineering -- Data processing -- Periodicals; 620.00285
• DOI: 10.1016/j.aei.2018.06.008
• Languages: English
• ISSNs: 1474-0346

Abstract

Abstract: In many industrial sectors, Non Destructive Testing (NDT) methods are used for the thermomechanical analysis of parts in assemblies of engines or reactors or for the control of metal forming processes. This article suggests an automated multi-view approach for the thermal 3 D reconstruction required in order to compute 3 D surface temperature models. This approach is based only on infrared cameras mounted on a Cartesian robot. The low resolution of these cameras associated to a lack of texture to infrared images require to use a global approach based first on an uncalibrated rectification and then on the simultaneous execution, in a single step, of the dense 3 D reconstruction and of an extended self-calibration. The uncalibrated rectification is based on an optimization process under constraints which calculates the homographies without prior calculation of the Fundamental Matrix and which minimizes the projective deformations between the initial images and the rectified ones. The extended self-calibration estimates both the parameters of virtual cameras that could provide the rectified images directly, and the parameters of the robot. It is based on two criteria evaluated according to the noise level of the infrared images. This global approach is validated through the reconstruction of a hot object against a reference reconstruction acquired by a 3 D scanner.