Semantic segmentation of deforestation on satellite images in the kharkiv region

Публікація:
Semantic segmentation of deforestation on satellite images in the kharkiv region

dc.contributor.author	Маврова, К. Г.
dc.date.accessioned	2023-04-17T18:26:41Z
dc.date.available	2023-04-17T18:26:41Z
dc.date.issued	2020
dc.description.abstract	Deforestation is a crucial problem nowadays. It can cause climate change, soil erosion, flooding, and increase greenhouse gases in the atmosphere. And such activity as illegal forest logging is one of the main reasons for deforestation. The process of finding these clearcuts consists of downloading images from satellite, preprocessing the bands, image analysis and labeling by a person. So there is a lot of manual routine work that can be automated using Deep Learning.
dc.identifier.citation	/ К. Г. Маврова // Радіоелектроніка та молодь у ХХІ столітті : матеріали 24 Міжнар. молодіж. форуму, 7–9 квіт. 2020р. – Харків : ХНУРЕ, 2020. – Т. 6. – С. 21–22.
dc.identifier.uri	https://openarchive.nure.ua/handle/document/22659
dc.language.iso	en
dc.publisher	ХНУРЕ
dc.title	Semantic segmentation of deforestation on satellite images in the kharkiv region
dc.type	Conference proceedings
dspace.entity.type	Publication