A Comprehensive Simulation Software for Teaching Camera Calibration
نویسندگان
چکیده
This paper describes the Metrovisionlab computer application implemented as a toolbox for the Matlab program. It is designed for learning the key aspects of camera calibration techniques in dimensional metrology applications such as laser triangulation sensors and photogrammetry or stereovision systems. The software is used in several industrial vision courses for senior undergraduate mechanical engineering students. The application: 1) simulates a virtual camera, providing a simple and visual understanding of how the various characteristics of a camera influence the image that it captures; 2) generates the coordinates of synthetic calibration points, both in the world reference system and the image reference system, commonly used in camera calibration; and 3) can calibrate with the most important and widely-used methods in the area of vision cameras, using coplanar (2D) or non-coplanar (3D) calibration points. Thus, the main goal is to have a simulation tool that allows characterizing the accuracy, repeatability, error mechanisms and influences for different measurement conditions and camera calibration algorithms.
منابع مشابه
Stability Analysis for a Multi-Camera Photogrammetric System
Consumer-grade digital cameras suffer from geometrical instability that may cause problems when used in photogrammetric applications. This paper provides a comprehensive review of this issue of interior orientation parameter variation over time, it explains the common ways used for coping with the issue, and describes the existing methods for performing stability analysis for a single camera. T...
متن کاملCamera Modelling and Calibration with Machine Vision Applications
Camera Modelling and Calibration with Machine Vision Applications Anders Ryberg Department of Signals and Systems Chalmers University of Technology Camera modelling and calibration are important parts of machine vision. They can be used for calculating geometric information from images. A camera model is a mathematical projection between a 3D object space and a 2D image. The camera calibration ...
متن کاملA Comparison of New Generic Camera Calibration with the Standard Parametric Approach
This paper deals with a recently proposed nonparametric approach to camera calibration, which is applicable to any type of sensor design. Currently, no relative quantitative performance data is available for this method. This paper addresses this issue, by providing a comprehensive evaluation with respect to the standard planar calibration technique in the literature. Experiments are conducted ...
متن کاملMultivariate control charts for monitoring internal camera parameters in digital photogrammetry for LSDM (Large-Scale Dimensional Metrology) applications
Industrial non‐contact dimensional measurements using photogrammetry rely critically upon stability in time of camera calibration. This is particularly relevant for multi‐camera systems employed for continuous and/or long term monitoring of some dimensional process, e.g. dimensional checks of the same manufactured component as it comes off the production line. In most of these cases, camera cal...
متن کاملComputer Science Technical Report A 3D Visualisation System for the Image Understanding Environment
An interactive 3D visualisation system 3DCAMS (3D Camera Modeller and Simulator) has been developed within the DARPA Image Understanding Environment (IUE). The system supports interactive visualisation of 3D models represented as IUE spatial objects. It provides the user a range of choices for camera modelling including abstract modelling, as well as physical camera simulation. The system suppo...
متن کامل