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Prediction and analysis of traffic crossings using machine learning
Hlaváček, Jakub ; Frýza, Tomáš (referee) ; Götthans, Jakub (advisor)
The thesis focuses on the area of traffic control, specifically traffic control of intersections, especially control technologies based on the obtained traffic data. The main goal of the work is the design and subsequent implementation of a real intersection Anenská and Capt. Jaroše, Pardubice in the form of a model. The work also deals with the demonstration of the used signal programs of junction control through the created model. The model is assembled from a wooden base and smaller parts are made by 3-D printing. The unit is controlled by an Arduino microcomputer. In creating this thesis, I managed to understand the comprehensive traffic management in today’s cities, which requires the current traffic situation.
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Prediction and analysis of traffic crossings using machine learning
Hlaváček, Jakub ; Frýza, Tomáš (referee) ; Götthans, Jakub (advisor)
The thesis focuses on the area of traffic control, specifically traffic control of intersections, especially control technologies based on the obtained traffic data. The main goal of the work is the design and subsequent implementation of a real intersection Anenská and Capt. Jaroše, Pardubice in the form of a model. The work also deals with the demonstration of the used signal programs of junction control through the created model. The model is assembled from a wooden base and smaller parts are made by 3-D printing. The unit is controlled by an Arduino microcomputer. In creating this thesis, I managed to understand the comprehensive traffic management in today’s cities, which requires the current traffic situation.
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Zpracování medicínských dat na GPU
Hlaváček, Jakub ; Maršálek, Lukáš (advisor) ; Pelikán, Josef (referee)
The aim of this thesis is to design and experimentally implement a complex framework dealing with accelerating and simplifying the development of systems for processing and visualization of medical volume data in C#. Currently, there are application interfaces and their implementations for both, techniques based on image processing, like filtering, registration, segmentation and classification, and also for techniques based on 3D image visualization. But there is no consistent framework for both tasks, which would take advantage of features of modern graphics processing units and multi-core processing units along with features of .NET Framework and of language C#. The thesis presents overview of current free and open source software, design of application interface, and implementation of main API features. One of important differences to other software is that the implementation has been developed natively in the managed environment of .NET Framework, offering a good level of comfort for an end application programmer, but system performance is comparable with natively compiled environments thanks to utilization of all resources.
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Zpracování medicínských dat na GPU
Hlaváček, Jakub ; Pelikán, Josef (referee) ; Maršálek, Lukáš (advisor)
The aim of this thesis is to design and experimentally implement a complex framework dealing with accelerating and simplifying the development of systems for processing and visualization of medical volume data in C#. Currently, there are application interfaces and their implementations for both, techniques based on image processing, like filtering, registration, segmentation and classification, and also for techniques based on 3D image visualization. But there is no consistent framework for both tasks, which would take advantage of features of modern graphics processing units and multi-core processing units along with features of .NET Framework and of language C#. The thesis presents overview of current free and open source software, design of application interface, and implementation of main API features. One of important differences to other software is that the implementation has been developed natively in the managed environment of .NET Framework, offering a good level of comfort for an end application programmer, but system performance is comparable with natively compiled environments thanks to utilization of all resources.
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Macrobius and his influence on the neo-Platonic interpretation of myths
Hlaváček, Jakub ; Putna, Martin C. (advisor) ; Kratochvíl, Zdeněk (referee) ; Pokorný, Martin (referee)
The dissertation outlines the fundamental topics in Macrobius' poetics and philosophy which were to serve as the theoretical grounding for the literature of the Middle Ages and Renaissance. Our main focus was Macrobius' treatment of poetic modes imitations (imitatio) and its relation to a broader philosophical framework wherein poetic modes, viewed as ontological archetypes, represent the world of ideas. We have shown that imitation draws heavily on imagination, which in Late Antiquity became rather highly valued. We have seen that the creative treatment of a textual model (archetype) is rooted in the Stoic analogy of godly and human creative acts. The dissertation explains Macrobius' interpretation of myths and his arguments defending their use in philosophy. I believe that it was Macrobius' defence of the "truth of myths" (albeit we have seen that Macrobius was heavily drawing on Proclos here whose influence, however, was minimal) which lies at the heart of the medieval and Renaissance revival of interest in myths. Finally, we have discussed what role myths and other leading themes of the neo-Platonic and Stoic philosophy of Late Antiquity played in the alchemist literature of the Middle Ages and Renaissance.
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