PARKING SPACES SEGMENTATION IN IMAGES OF CAR PARKING
Article Sidebar
Main Article Content
Abstract
The algorithm includes: perspective transformation of the original image, he adaptive binarization Otsu’s method, application of mathematical morphology operations, horizontal image differentiation, construction of vertical lines, filtering, determination of coordinates of parking spaces. For the experiments performed software implementation of the algorithm, described implemented classes. The results of the experiments are proposed.
Article Details
This work is licensed under a Creative Commons Attribution 4.0 International License.
R. BOGUSH, Polotsk State University
канд. техн. наук, доц.
D. HLUKHAU, Polotsk State University
канд. техн. наук, доц.
References
Алпатов, Б. А. Методы автоматического обнаружения и сопровождения объектов. Обработка изображений в управлении / Б. А. Алпатов [и др.]. – М. : Радиотехника, 2008. – 176 с.
Богуш, Р. П. Система обработки информации для интеллектуального видеонаблюдения / Р. П. Богуш [и др.] // Вест. Полоц. гос. ун-та. Сер. С, Фундамент. науки. – 2010. – № 3. – C. 23–29.
Baroffio, L. A visual sensor network for parking lot occupancy detection in smart cities / L. Baroffio [et al.] // Internet of things, IEEE 2nd world forum. – 2015. – P. 745–750.
Wang, X. Parking lot analysis and visualization from aerial image / X. Wang, A. Hanson // Proc. 4th IEEE Workshop on Applications of Computer Vision. – 1998. – P. 36–41.
Bong, D. B. L. Integrated approach in the design of car park occupancy information system. / D. B. L. Bong, K. C. Ting, K. C. Lai // IAENG International Journal of Computer Science. – 2008. – № 35. – P. 1–8.
Seo, Y. W. Utilizing prior information to enhance self-supervised aerial image analysis for extracting parking lot structures / Y. W. Seo, C. Urmson // 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems. – 2009. – P. 339–344.
Otsu, N. A threshold selection method from gray-level histogram / N. Otsu // IEEE Transactions on Systems, Man and Cybernetics. – 1979. – № 9. – P. 62–66.