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Proceedings Paper

Geospatial content summarization of UAV aerial imagery using mosaicking
Author(s): Rumana Aktar; Hadi AliAkbarpour; Filiz Bunyak; Toni Kazic; Guna Seetharaman; Kannappan Palaniappan
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Paper Abstract

In this study, we devise a method for summarizing geospatial content of aerial imagery using mosaicking. Mosaicking has been a popular method for combining large sequence of image information and providing a wide field of view in computer vision. We propose a feature based registration method which brings the complexity and homogeneity nature of maize data under consideration and formulates a two step registration method which reduces error accumulation acquired through traditional frame-to-frame registration. Experimental result shows good quality mosaic generation without any metadata information available for long sequence of aerial video. This geospatial summarization of crop field data can be helpful for phenotypic analysis, monitoring of field, checking movement and growth of plants, change in field dynamics, etc.

Paper Details

Date Published: 27 April 2018
PDF: 8 pages
Proc. SPIE 10645, Geospatial Informatics, Motion Imagery, and Network Analytics VIII, 106450I (27 April 2018); doi: 10.1117/12.2309417
Show Author Affiliations
Rumana Aktar, Univ. of Missouri (United States)
Hadi AliAkbarpour, Univ. of Missouri (United States)
Filiz Bunyak, Univ. of Missouri (United States)
Toni Kazic, Univ. of Missouri (United States)
Guna Seetharaman, U.S. Naval Research Lab. (United States)
Kannappan Palaniappan, Univ. of Missouri (United States)


Published in SPIE Proceedings Vol. 10645:
Geospatial Informatics, Motion Imagery, and Network Analytics VIII
Kannappan Palaniappan; Peter J. Doucette; Gunasekaran Seetharaman, Editor(s)

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