Registration Number
0220U000314,
0117U002242
, R & D reports
Title
The study of cognitive properties of homogeneous computing envionments and their synthesis in high-performance information technology of computer vision systems
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Head
Strembitskiy Mykhaylo Oleksijovitch,
Registration Date
29-01-2020
Organization
Ternopil National Technical Ivan Puluj University
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Real-time video systems use camcorders with video sensor readout settings. This results in a significant redundancy in image recording and complicates its processing because the object recognition system deals with high resolution images and, as a consequence, processing large datasets. There are several ways to solve the problem of large datasets in real time. Usually, the problem of processing large arrays, especially when it comes to real-time recognition algorithms, is solved by representing individual parts of the image using some averaged values. In particular, in existing methods, the reduction of input information is due to the display of clusters close in color to pixels on super pixels with medium color and position according to some clustering rules. Deep clotting neural network algorithms often rely on sets of parallel processors to distribute computations. In the course of the research the approach is considered, which is to create algorithms based on the principles of visual perception, which analyze the pixels along a certain route, fixed by the movements of the eye of the observer, forming the characteristic features of the image. Adaptive binarization techniques are also used to reduce information content when processing data. Their main idea is to compare the color value of a pixel with the arithmetic mean of the colors of adjacent pixels and then apply the integrated representation of data to a particular cluster.
Product Description
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Готович Володимир Ігорович
Грицик Володимир Володимирович
Дубиняк Тарас Степанович
Кругльов Володимир Васильович
Кузь Василь Іванович
Паламар Михайло Іванович
Стрембіцький Михайло Олексійович
Тимків Павло Олександрович
Ткачук Роман Андрійович
Яворська Євгенія Богданівна
Яворська Мирослава Іванівна
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2020-04-02
