A comparative study on camera calibration algorithms
Journal: RevCAD Journal of Geodesy and Cadastre (Vol.-, No. 19)Publication Date: 2015-12-01
Authors : A. M. Loghin V. E. Oniga;
Page : 135-144
Keywords : building; 3D model; image; accuracy; calibration;
Abstract
In the recent decade, buildings 3D models are in a high demand by many public and private organizations. The extraction procedure of high accuracy measurements from images is one of the principal tasks of close-range photogrammetry. The particular techniques used in buildings 3D models creation mostly require an accurate calibration process of metric or non-metric digital cameras. Over the years, there were developed many calibration algorithms by several authors, such as: Tsai, Heikkilä & Silven, Bakstein & Halir, Zhang, etc. This paper aims to present a comparison between the intrinsic calibration parameters determined using the Tsai calibration algorithm, respectively the Heikkilä & Silven algorithm and their influence on building 3D model accuracy. In order to obtain the results, the 3D model of the historical monument “Dosoftei House” from Iaşi-City was created, based on image – data acquired with the Nikon Coolpix L810 digital camera. The camera calibration process, was performed using a 3D calibration object and the two algorithms mentioned above
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