Three-dimensional measurement and modeling systems with digital cameras on PCs are now making progress and increasingly felt to be desirable in terrestrial (close-range) photogrammetry for such sectors as cultural heritage preservation, architecture, civil engineering, manufacturing, measurement, etc. Therefore, we have developed a system to improve the accuracy of stereo-matching, which is the very core of 3D measurement. As a stereo-matching method, in order to minimize mismatch and to be robust in geometric distortions, occlusion, as well as brightness change, we invented the Coarse-to-Fine Strategy Method by integrating OCM (orientation code matching) with LSM (least squares matching). This system could attain an accuracy of 0.26 mm in experiments on a mannequin. In real-world experiments on archaeological ruins in Greece and Turkey, the accuracy was within 1 cm, compared with their blueprint plan. Formerly, workers required at least 1.5 months for this kind of survey operation with existing methods, but now only 3 or 4 days is needed. This confirmed the practicality and efficiency of the new method. Herein we demonstrate our new system of 3D measurement and stereo-matching and present some concrete examples of its practical application. © 2013 Wiley Periodicals, Inc. Electron Comm Jpn, 96(6): 9–21, 2013; Published online in Wiley Online Library (wileyonlinelibrary.com). DOI 10.1002/ecj.11459
[1]
M. Kasser,et al.
Digital photogrammetry
,
2001
.
[2]
David G. Lowe,et al.
Distinctive Image Features from Scale-Invariant Keypoints
,
2004,
International Journal of Computer Vision.
[3]
Franz Aurenhammer,et al.
Voronoi diagrams—a survey of a fundamental geometric data structure
,
1991,
CSUR.
[4]
Luc Van Gool,et al.
Speeded-Up Robust Features (SURF)
,
2008,
Comput. Vis. Image Underst..
[5]
A. Gruen.
ADAPTIVE LEAST SQUARES CORRELATION: A POWERFUL IMAGE MATCHING TECHNIQUE
,
1985
.
[6]
Farhan Ullah,et al.
Orientation Code Matching for Robust Object Search
,
2001
.
[7]
Nobuo Kochi,et al.
3D-measuring-modeling-system based on digital camera and PC to be applied to the wide area of industrial measurement
,
2005,
SPIE Optics + Photonics.
[8]
M. J. Hannah.
A system for digital stereo image matching
,
1989
.