Browsing Факультет радіоелектроніки, комп’ютерних систем та інфокомунікацій (№ 5) by Author "Rubel, O."
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Investigation of the effect of object size on accuracy of human localisation in images acquired from unmanned aerial vehicles
Tsekhmystro, R.; Rubel, O.; Lukin, V. (KhAI, 2024)The use of unmanned aerial vehicles is gaining wide popularity in various areas of research and information acquisition. More and more often, unmanned aerial vehicles are used to obtain various types of images of the Earth’s ... -
On classifier learning methodologies with application to compressed remote sensing images
Proskura, G.; Rubel, O.; Lukin, V. (ХАІ, 2022)Remote sensing images have found numerous applications nowadays. A traditional outcome or intermediate result of their processing is a classification map. Such maps are usually obtained from a pre-trained classifier and ... -
On classifier performance for remote sensing images compressed by different coders
Proskura, G.; Rubel, O.; Kryvenko, S.; Lukin, V. (ХАІ, 2023)The main subject of the article is the factors that determine the accuracy of the classification. One of them is the quality of the compressed image. -
Study of methods for searching and localizing objects in images from aircraft using convolutional neural networks
Tsekhmystro, R.; Rubel, O.; Lukin, V. (KhAI, 2024)The use of unmanned and manned aerial vehicles for remote object localization and classification is very common. These methods are used in various systems, ranging from territory surveys to law enforcement. Methods of ...