Detection of fallow lands overgrowth from satellite images based on wavelet analysis
نویسندگان
چکیده
To improve the efficiency of agricultural lands condition and use monitoring, method for detecting fallow overgrowth with tree shrub vegetation using multi-temporal multispectral satellite images high spatial resolution is proposed. The task localization solved on basis wavelet analysis. This technique allows to operationally automatically detect areas vegetation. proposed methodology was tested obtained from Quickbird, GeoEye WorldView satellites. For each image, a fourth-order decomposition performed in terms Daubeshi functions. Comparing different levels transform, it possible divide without vegetation, where depicted. by authors changes based analysis has shown that this practically does not depend influence shooting conditions and, accordingly, more effective at changes.
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ژورنال
عنوان ژورنال: E3S web of conferences
سال: 2021
ISSN: ['2555-0403', '2267-1242']
DOI: https://doi.org/10.1051/e3sconf/202133301003