Feature Extraction for Drone Classification

Autor: Danilo Obradović, Boban Bondzulic, Boban Sazdić-Jotić, Dimitrije Bujakovic
Rok vydání: 2019
Předmět:
Zdroj: 2019 14th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS).
DOI: 10.1109/telsiks46999.2019.9002087
Popis: In this research an approach for extracting features from image dataset is proposed for classification vertical take-off and landing unmanned aerial vehicles. These vehicles are highly movable targets in various backgrounds while they occupy a small portion of the camera field of view. For this propose, histogram of oriented gradient of these flying objects is used on real image dataset in the visible and infrared part of electromagnetic spectrum. Obtained results show that features from unmanned aerial vehicles are well separated from the other objects in image.
Databáze: OpenAIRE