Научная визуализация, 2024, том 16, номер 1, страницы 38 - 51, DOI: 10.26583/sv.16.1.04
Building Depth Maps Using an Active-Pulse Television Measuring System in Real Time Domain
Авторы: I.D. Musikhin1, V.V. Kapustin2, A.A. Tislenko3, A. Movchan4, S.A. Zabuga5
Tomsk State University of Control Systems and Radioelectronics
1 ORCID: 0009-0001-7776-1698, musihin.i@tu.tusur.ru
2 ORCID: 0000-0002-2293-0511, vk@tu.tusur.ru
3 ORCID: 0009-0009-8082-6753, tislenko_1999-2012@mail.ru
4 ORCID: 0000-0002-0020-6354, ltaak@tu.tusur.ru
5 ORCID: 0009-0004-2402-2885, sergeizabuga@gmail.com
Аннотация
The paper presents the results of software development for building depth maps based on video data from a television camera of an active-pulse television measuring system (AP TMS) in real time domain. The development of such software is required to conduct various scientific studies, as well as to improve the methods and techniques for building depth maps and remote measurement of the characteristics of objects of interest. The software was implemented using the Python programming language with additional libraries installed. According to the results of testing the implemented algorithm, it was found that the calculation speed using the graphics processing unit (GPU) is on average 3.5 times higher than the speed of the algorithm using only the central processing unit (CPU). It has been established that with the help of CUDA cores it is possible to build depth maps in real time domain at the maximum possible resolution of video frames of the system (1544x2064 pixels), while when using the central processor, real-time operation is possible only at a reduced resolution of video frames (772x1032 pixels).
Ключевые слова: Depth maps, active-pulse television measurement system, image processing, CPU, CUDA cores, GPU, performance.
