A Minimal Solution for Camera Calibration Using Independent Pairwise Correspondences

Francisco Vasconcelos¹, João Pedro Barreto¹, and Edmond Boyer²

¹ISR, University of Coimbra, Portugal

²INRIA Grenoble Rhône-Alpes, France

Abstract. We propose a minimal algorithm for fully calibrating a camera from 11 independent pairwise point correspondences with two other calibrated cameras. Unlike previous approaches, our method neither requires triple correspondences, nor prior knowledge about the viewed scene. This algorithm can be used to insert or re-calibrate a new camera into an existing network, without having to interrupt operation. Its main strength comes from the fact that it is often difficult to find triple correspondences in a camera network. This makes our algorithm, for the specified use cases, probably the most suited calibration solution that does not require a calibration target, and hence can be performed without human interaction.

Keywords: Camera Networks, Multiple View Geometry, Camera Calibration

LNCS 7577, p. 724 ff.

Full article in PDF | BibTeX

lncs@springer.com
© Springer-Verlag Berlin Heidelberg 2012