Simulation-based Planning of Machine Vision Inspection Systems with an Application to Laser Triangulation
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Beschreibung
Nowadays, vision systems play a central role in industrial inspection. The experts typically choose the configuration of measurements in such systems empirically. For complex inspections, however, automatic inspection planning is essential. This book proposes a simulation-based approach towards inspection planning by contributing to all components of this problem: simulation, evaluation, and optimization. As an application, inspection of a complex cylinder head by laser triangulation is studied.
Nowadays, vision systems play a central role in industrial inspection. The experts typically choose the configuration of measurements in such systems empirically. For complex inspections, however, automatic inspection planning is essential. This book proposes a simulation-based approach towards inspection planning by contributing to all components of this problem: simulation, evaluation, and optimization. As an application, inspection of a complex cylinder head by laser triangulation is studied.
Autor*in
Mahsa Mohammadikaji
Themen in »Simulation-based Planning of Machine Vision Inspection Systems with an Application to Laser Triangulation«
sensor-realistic simulation Sensor-realistische Simulation Fourier optics Fourier-Optik uncertainty propagation Inspektionsplanung Lasertriangulation Oberflächeninferenz inspection planning laser triangulation probabilistic surface inference Unsicherheitspropagierung