Добірка наукової літератури з теми "SR-алгоритм"
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Дисертації з теми "SR-алгоритм"
Рекеда, Володимир Валерійович. "Вебсервіс підвищення роздільної здатності зображень з використанням SR-алгоритмів". Master's thesis, КПІ ім. Ігоря Сікорського, 2021. https://ela.kpi.ua/handle/123456789/45914.
Повний текст джерелаActuality of theme. The task of improving image resolution is important for various practical applications. Such applications include the processing and analysis of medical images, satellite photographs, data processing from video surveillance devices, etc. These applications require high image quality, so over the last two decades, many methods have been proposed to improve image resolution. To date, there are two main approaches used in solving this problem. The first way is hardware. To do this, you must use cameras with a high quality matrix. The disadvantage of this approach is the need to use expensive specialized equipment. Another way is to use software that implements various algorithms to improve image quality. Such algorithms are called SR algorithms that allow you to qualitatively increase the resolution of the original image, which goes beyond the physical resolution of the digital sensor that recorded the image. The advantage of this approach is to reduce the requirements for the hardware component. The object of research is the problem of increasing the resolution of the image with the initial low resolution. The subject of research are algorithms and means of increasing the resolution of images. The goal of the work: modification of the SR-algorithm and development on its basis of a web service to improve image resolution. The scientific novelty is as follows: a web service is proposed to increase the resolution of the image using SR-algorithms. This service has an open API. Modification "Super resolution from a single image" is used. A feature of this modification is that the low-resolution image is converted to a high-resolution image without any other additional input information. Practical value of the results obtained in this work is that the developed web service allows you to increase the resolution of the image without the use of additional input data. This functionality can be useful in many areas that require working with high-resolution images, such as medical, video surveillance, etc. Also developed web service has an open API that allows you to use it in other software. Approbation of work. The main provisions and results of the work were presented and discussed at the XIV scientific conference of undergraduates and graduate students "Applied Mathematics and Computing" PMK-2021 (Kyiv, November 17-19, 2021). An article was published at the conference "VIII International Scientific and Technical Internet Conference" Modern Methods, Information, Software and Technical Support of Management Systems of Organizational, Technical and Technological Complexes" (Kyiv, November 26, 2021). Structure and scope of work. The master's dissertation consists of an introduction, four chapters and conclusions. The introduction presents a general description of the work, assesses the current state of the problem, substantiates the relevance of research, formulates the purpose and objectives of research, shows the scientific novelty of the results and the practical value of the work, provides information on testing the results and their implementation. The first section discusses the existing software tools that increase the image resolution. The second section describes the principles of SR-algorithms and compares various modifications of SR-algorithms. The third section and the fourth sections provide the structure and description of the developed software, as well as testing and analysis of the results of the study. The conclusions present the results of the work. The work is presented on 81 sheets, contains references to the list of used literature sources.
Тези доповідей конференцій з теми "SR-алгоритм"
YAroshenko, E. A., and G. V. Dubinin. "Development of an algorithm for the operation of an automated control system car tire tests." In SCIENCE OF RUSSIA: GOALS AND OBJECTIVES. L-Journal, 2020. http://dx.doi.org/10.18411/sr-10-12-2020-34.
Повний текст джерелаКарапетян, М. А., та В. Н. Пряхин. "Применение систем массового обслуживания в промышленности и с.х. производстве". У Наука России: Цели и задачи. НИЦ "LJournal", 2021. http://dx.doi.org/10.18411/sr-10-06-2021-08.
Повний текст джерелаКузина, Т. Д. "Механизм выхода и адаптации ТНК на российском рынке: методические указания для ТНК, оперирующей на рынке шинной продукции". У Наука России: Цели и задачи. НИЦ "LJournal", 2021. http://dx.doi.org/10.18411/sr-10-06-2021-59.
Повний текст джерелаИванов, А. А. "Закрепление струны и протекание на ориентированной решетке". У Наука России: Цели и задачи. НЦ "LJournal", 2021. http://dx.doi.org/10.18411/sr-10-04-2021-28.
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