STUDY OF LOCAL IMAGE FEATURES DETECTORS
DOI:
https://doi.org/10.26906/SUNZ.2024.2.087Keywords:
video information system of augmented reality, brightness preliminary detector of special points, local feature of the image, special point of the imageAbstract
The article is devoted to the optimization of local image feature detectors. They can be used in mobile augmented reality video information systems. A study was conducted of the effectiveness of using a brightness preliminary detector in conjunction with a Harris angle detector. The simulation results showed a reduction in the duration of detection of local features of the test image (on average 220 times), a reduction in the number of identified image features and a slight change in the threshold value of the angle response.Downloads
References
Tola E. DAISY: an efficient dense descriptor applied to wide baseline stereo / E. Tola, V. Lepetit , P. Fua // IEEE Trans. on Pattern Analysis and Machine Intelligence. – 2010. – No. 5(32). – pp. 815-830.
Xia G. Accurate Junction Detection and Characterization in Natural Images / G. Xia, J. Delon , Y. Gousseau // International Journal of Computer Vision. – 2014. – No. 1(106). – pp. 31-56.
Ткачов В. М., Коваленко А. А., Кучук Г. А., Ні Я. С. Метод забезпечення живучості високомобільної комп'ютерної мережі. Сучасні інформаційні системи. 2021. Том 5, № 2. С. 159-165. DOI: https://doi.org/10.20998/2522-9052.2021.2.22
Худов В.Г., Аналіз відомих методів сегментування зображень, що отримані з бортових систем оптикоелектронного спостереження / В.Г. Худов, Г.А. Кучук, О.М. Маковейчук, А.В. Крижний // Системи обробки інформації, 2016. – Вип. 9 (146). – С. 77-80.
Petrovska I., Kuchuk H. Static allocation method in a cloud environment with a service model IAAS. Сучасні інформаційні системи. 2022. Том 6, № 3. С. 99-106. DOI: https://doi.org/10.20998/2522-9052.2022.3.13
Dotsenko, N., Chumachenko, I., Galkin, A., Kuchuk, H. and Chumachenko, D. (2023), “Modeling the Transformation of Configuration Management Processes in a Multi-Project Environment”, Sustainability (Switzerland), Vol. 15(19), 14308, doi: https://doi.org/10.3390/su151914308
Mann S. Wearable Computing, 3D Augmented Reality, Photographic/ Videographic Gesture Sensing and Veillance / S. Mann, S. Feiner , S. Harner , M.A. Ali, R. Jazner , J. Hansen, S. Baldassy // Proceedings of the Ninth International Conference on Tangible, Embedded, and Embodied Interaction. – 2015. – pp. 497-500.