title: Performance evaluation of triangulation based range sensors.
abstract: The performance of 2D digital imaging systems depends on several factors related with both optical and electronic processing. These concepts have originated standards, which have been conceived for photographic equipment and bi-dimensional scanning systems, and which have been aimed at estimating different parameters such as resolution, noise or dynamic range. Conversely, no standard test protocols currently exist for evaluating the corresponding performances of 3D imaging systems such as laser scanners or pattern projection range cameras. This paper is focused on investigating experimental processes for evaluating some critical parameters of 3D equipment, by extending the concepts defined by the ISO standards to the 3D domain. The experimental part of this work concerns the characterization of different range sensors through the extraction of their resolution, accuracy and uncertainty from sets of 3D data acquisitions of specifically designed test objects whose geometrical characteristics are known in advance. The major objective of this contribution is to suggest an easy characterization process for generating a reliable comparison between the performances of different range sensors and to check if a specific piece of equipment is compliant with the expected characteristics.
authors.affiliation: Department of Industrial Design, Art, Communication and Fashion (INDACO)-Politecnico di Milano, Via Durando 38/A, 20158, Milan, Italy. gabriele.guidi@polimi.it
authors.forename: Gabriele
authors.initials: G
authors.lastname: Guidi
authors.forename: Michele
authors.initials: M
authors.lastname: Russo
authors.forename: Grazia
authors.initials: G
authors.lastname: Magrassi
authors.forename: Monica
authors.initials: M
authors.lastname: Bordegoni
mesh_terms: D000465:Algorithms; D004867:Equipment Design; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D021621:Imaging, Three-Dimensional / Q000379:methods; D008962:Models, Theoretical; D015203:Reproducibility of Results; D012815:Signal Processing, Computer-Assisted / Q000295:instrumentation*; D012984:Software