Geometric Calibration of Digital Cameras. Part I: Camera Model, Subpixel Feature Extraction, and Algorithm Initialization

L. Lucchese (USA)

Keywords

Camera calibration, pinhole camera, lens distortion, internal and external parameters, perspective projection, pixel aspect ratio.

Abstract

This paper introduces a new and effective method for deter mining the internal and external geometry of a digital cam era. Traditional camera calibration techniques estimate in trinsic and extrinsic parameters by establishing correspon dences between 3-D target points and their 2-D projections on the image plane of the camera. We show that this can be avoided by mapping features extracted with subpixel ac curacy from various views of a calibration target onto cor responding points of a convenient virtual image that would be generated if the camera were an ideal pinhole devoid of lens distortion and projective warp. The mathematical model for this multi-view alignment technique is presented in this paper along with an algorithm for its initialization; the complete calibration algorithm and its performance are discussed in Part II of this paper.

Important Links:



Go Back