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Proceedings Paper

Pattern recognition algorithm using descriptors combined radio and visible spectra
Author(s): A. A. Richter; M. L. Kazaryan; M. A. Shakhramanyan; V. V. Voronin
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Paper Abstract

This study presents a remote sensing application of using time series Landsat satellite images for monitoring the solid waste disposal site (WDS). We propose a method of detecting high-rise buildings landfills, such as municipal dumps and solid waste, according to a radar image (the height of the ground level). For disposal site detection a variety steps of image processing used (calculation image average level of the earth's surface; filtering thresholds spectral brightness coefficients, the size of the connected components, the nature of reducing the level of height with the distance of the maximum level). The spatial geometric features of waste disposal facilities are analytically expressed by linear and radial characteristics from other objects of the earth surface. As a result, the proposed method demonstrates good accuracy in detection the solid waste disposal site on real satellite images.

Paper Details

Date Published: 23 May 2017
PDF: 7 pages
Proc. SPIE 10221, Mobile Multimedia/Image Processing, Security, and Applications 2017, 1022107 (23 May 2017); doi: 10.1117/12.2262875
Show Author Affiliations
A. A. Richter, Researching Institute AEROCOSMOS (Russian Federation)
M. L. Kazaryan, Financial Univ. of the Government of Russian Federation (Russian Federation)
M. A. Shakhramanyan, Researching Institute AEROCOSMOS (Russian Federation)
V. V. Voronin, Don State Technical Univ. (Russian Federation)


Published in SPIE Proceedings Vol. 10221:
Mobile Multimedia/Image Processing, Security, and Applications 2017
Sos S. Agaian; Sabah A. Jassim, Editor(s)

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