The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2013 · 22 citations · 11 references
EngineeringCivil EngineeringGeoinformatics3D ModelingSurveyingTunnel Engineering3D Imaging3D ReconstructionGeometry ProcessingPhotogrammetric SurveyingPhotogrammetryPoint Cloud Processing3D Laser ScanningAutomatic Visual InspectionDigital PhotogrammetryLaser ScanningPhotogrammetric ProcessingReference Model GenerationTerrestrial Laser ScanningVisual Inspection
Abstract. With recent developments in the field of technology and computer science, conventional methods are being supplanted by laser scanning and digital photogrammetry. These two different surveying techniques generate 3-D models of real world objects or structures. In this paper, we consider the application of terrestrial Laser scanning (TLS) and photogrammetry to the surveying of canal tunnels. The inspection of such structures requires time, safe access, specific processing and professional operators. Therefore, a French partnership proposes to develop a dedicated equipment based on image processing for visual inspection of canal tunnels. A 3D model of the vault and side walls of the tunnel is constructed from images recorded onboard a boat moving inside the tunnel. To assess the accuracy of this photogrammetric model (PM), a reference model is build using static TLS. We here address the problem comparing the resulting point clouds. Difficulties arise because of the highly differentiated acquisition processes, which result in very different point densities. We propose a new tool, designed to compare differences between pairs of point cloud or surfaces (triangulated meshes). Moreover, dealing with huge datasets requires the implementation of appropriate structures and algorithms. Several techniques are presented : point-to-point, cloud-to-cloud and cloud-to-mesh. In addition farthest point resampling, octree structure and Hausdorff distance are adopted and described. Experimental results are shown for a 475 m long canal tunnel located in France.
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The farthest point strategy for progressive image sampling
Y. Eldar, Michael Lindenbaum, Moshe Porat et al. · IEEE Transactions on Image Processing · 1997 · 675 citations
Facundo Mémoli, Guillermo Sapiro · 2004 · 111 citations · Full text