Improvement and unification of input imagesfor photogrammetric reconstruction

• Autorzy: Skabek Krzysztof , Łabędź Piotr , Ozimek Paweł

Identyfikatory

DOI

10.24423/cames.262

• Języki publikacji: EN

Abstrakty

EN

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

Słowa kluczowe

EN

computer vision; photogrammetric reconstruction; image processing

PL

wizja komputerowa; rekonstrukcja fotogrametryczna 3D; przetwarzanie obrazu

• Wydawca: Instytut Podstawowych Problemów Techniki PAN
• Czasopismo: Computer Assisted Methods in Engineering and Science
• Rocznik: 2019
• Tom: vol. 26, no. 3-4
• Strony: 153--162
• Opis fizyczny: Bibliogr. 8 poz., il., tab., wykr.

Twórcy

autor

Skabek Krzysztof

• Institute of Computer ScienceCracow University of TechnologyWarszawska 24, 31-155 Cracow, Poland

autor

Łabędź Piotr

• Institute of Computer ScienceCracow University of TechnologyWarszawska 24, 31-155 Cracow, Poland

autor

Ozimek Paweł

• Institute of Computer ScienceCracow University of TechnologyWarszawska 24, 31-155 Cracow, Poland

Bibliografia

• [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, doi: 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, doi: 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.git-hub.com/AntonSemechko/exacthistogram, 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.

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).