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A method of projective transformations graph adjustment for planar object panorama stitching
Author(s): B. I. Savelyev; I. B. Mamay; D. P. Nikolaev; V. L. Arlazarov
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Paper Abstract

This paper proposes an improvement for an existing and widely spread approach of panorama stitching for images of planar objects. The proposed method is based on projective transformations graph adjustment. Evaluation is presented on a heterogeneous dataset which contains images of Earth’s and Mars’s surfaces, images taken using a microscope, as well as handwritten and printed text documents. Quality enhancement of panorama stitching method is illustrated on this dataset and shows more than twofold reduction in the accumulated computation error of projective transformations.

Paper Details

Date Published: 15 March 2019
PDF: 9 pages
Proc. SPIE 11041, Eleventh International Conference on Machine Vision (ICMV 2018), 1104104 (15 March 2019); doi: 10.1117/12.2522776
Show Author Affiliations
B. I. Savelyev, Smart Engines Ltd. (Russian Federation)
I. B. Mamay, Smart Engines Ltd. (Russian Federation)
National Univ. of Science and Technology (Russian Federation)
D. P. Nikolaev, Institute for Information Transmission Problems (Russian Federation)
Smart Engines Ltd. (Russian Federation)
V. L. Arlazarov, Smart Engines Ltd. (Russian Federation)
Federal Research Ctr. (Russian Federation)

Published in SPIE Proceedings Vol. 11041:
Eleventh International Conference on Machine Vision (ICMV 2018)
Antanas Verikas; Dmitry P. Nikolaev; Petia Radeva; Jianhong Zhou, Editor(s)

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