Pattern recognition algorithm using descriptors combined radio and visible spectra

A. A. Richter; M. L. Kazaryan; M. A. Shakhramanyan; V. V. Voronin

doi:10.1117/12.2262875

23 May 2017 Pattern recognition algorithm using descriptors combined radio and visible spectra

A. A. Richter, M. L. Kazaryan, M. A. Shakhramanyan, V. V. Voronin

Proceedings Volume 10221, Mobile Multimedia/Image Processing, Security, and Applications 2017; 1022107 (2017) https://doi.org/10.1117/12.2262875
Event: SPIE Commercial + Scientific Sensing and Imaging, 2017, Anaheim, CA, United States

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.

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Citation Download Citation

A. A. Richter, M. L. Kazaryan, M. A. Shakhramanyan, and V. V. Voronin "Pattern recognition algorithm using descriptors combined radio and visible spectra", Proc. SPIE 10221, Mobile Multimedia/Image Processing, Security, and Applications 2017, 1022107 (23 May 2017); https://doi.org/10.1117/12.2262875

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