Improvement and Unification of Input Images for Photogrammetric Reconstruction

  • Krzysztof Skabek Cracow University of Technology
  • Piotr Łabędź Cracow University of Technology
  • Pawel Ozimek Cracow University of Technology

Abstract

In this paper, we compare techniques for 3D reconstruction from images. We focus on the pre-processing step of reconstruction: improving the input images. Several image processing algorithms are selected and tested.
The main goal is to improve the quality of the resulting 3D reconstruction. We use two approaches to analyze the 3D model fitting: comparing them to the orthophotomap and measuring the position among 3D reconstructions.

Keywords

computer vision, photogrammetric reconstruction, image processing,

References

[1] J. Byrne, D.F. Laefer, E. O’Keeffe. Maximizing feature detection in aerial unmanned aerial vehicle datasets. Journal of Applied Remote Sensing, 11(2), 025015, 2017, https://doi.org/10.1117/1.JRS.11.025015.
[2] M. Cali, R. Ambu. Advanced 3D photogrammetric surface reconstruction of extensive objects by UAV camera image acquisition. Sensors, 18(9): 2815, 17 pages, 2018, https://doi.org/10.3390/s18092815.
[3] D. Coltuc, P. Bolon, J.-M. Chassery. Exact histogram specification. IEEE Transcations on Image Processing, 15(5): 1143–1152, 2006.
[4] T. Jebara, A. Azarbayenjani, A. Pentland. 3D structure from 2D motion. IEEE Signal Processing Magazine, 16(3): 66–84, 1999.
[5] N.D. McKay, J. Besl. A method for registration of 3-D shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(2): 239–256, 1992.
[6] S.M. Pizer et al. Adaptive histogram equalization and its variations. Computer Vision, Graphics, and Image Processing, 39: 355–368, 1987.
[7] A. Semechko. Exact histogram specification and equalization of grayscale images. GitHub, https://www.github.com/AntonSemechko/exact histogram, retrieved July 2, 2019.
[8] K. Zuiderveld, Contrast limited adaptive histogram equalization. In: P.S. Heckbert [Ed.], Graphics Gems IV, pp. 474–485, Academic Press, 1994.
Published
Jan 9, 2020
How to Cite
SKABEK, Krzysztof; ŁABĘDŹ, Piotr; OZIMEK, Pawel. Improvement and Unification of Input Images for Photogrammetric Reconstruction. Computer Assisted Methods in Engineering and Science, [S.l.], v. 26, n. 3–4, p. 153–162, jan. 2020. ISSN 2956-5839. Available at: <https://cames.ippt.gov.pl/index.php/cames/article/view/262>. Date accessed: 03 dec. 2024. doi: http://dx.doi.org/10.24423/cames.262.
Section
Articles