AUTOMATED DETECTION OF URBAN BUILDING CHANGES FROM MULTISPECTRAL SATELLITE IMAGERY

The main results of the research are presented, which included pre-processing (normalization) of different time satellite images, orthorectification, increasing spatial resolution and correlation reference to the standard; thematic processing of normalized satellite images, which includes filtering of shadows and small-sized moving objects, calculation of the 1st principal component, two-threshold binarization, morphological and object filtering, and vectorization of recognized changes.

Authors

Publication Details

Journal
Людина і космос.
Published
2025-04-18
DOI
https://doi.org/10.62717/2221-4550-2025-1-123
Primary Topic
Remote Sensing and Land Use
Type
article
Field-Weighted Citation Impact
0.00
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article

AUTOMATED DETECTION OF URBAN BUILDING CHANGES FROM MULTISPECTRAL SATELLITE IMAGERY

D. Kopilchenko
Людина і космос.
Remote Sensing and Land Use
article

AUTOMATED DETECTION OF URBAN BUILDING CHANGES FROM MULTISPECTRAL SATELLITE IMAGERY

D. Kopilchenko
article en

Abstract

The main results of the research are presented, which included pre-processing (normalization) of different time satellite images, orthorectification, increasing spatial resolution and correlation reference to the standard; thematic processing of normalized satellite images, which includes filtering of shadows and small-sized moving objects, calculation of the 1st principal component, two-threshold binarization, morphological and object filtering, and vectorization of recognized changes.

Людина і космос.
Sustainable cities and communities
Openalex Percentile: Top 83%
Remote Sensing and Land Use
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AUTOMATED DETECTION OF URBAN BUILDING CHANGES FROM MULTISPECTRAL SATELLITE IMAGERY — D. Kopilchenko · Людина і космос. (2025) | TGRS Research Map | TGRS