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Full-Text Articles in Theory and Algorithms
Deep Learning And Optimization In Visual Target Tracking, Mohammadreza Javanmardi
Deep Learning And Optimization In Visual Target Tracking, Mohammadreza Javanmardi
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
Visual tracking is the process of estimating states of a moving object in a dynamic frame sequence. It has been considered as one of the most paramount and challenging topics in computer vision. Although numerous tracking methods have been introduced, developing a robust algorithm that can handle different challenges still remains unsolved. In this dissertation, we introduce four different trackers and evaluate their performance in terms of tracking accuracy on challenging frame sequences. Each of these trackers aims to address the drawbacks of their peers. The first developed method is called a structured multi-task multi-view tracking (SMTMVT) method, which exploits …
Micro Grid Control Optimization With Load And Solar Prediction, Shaju Saha
Micro Grid Control Optimization With Load And Solar Prediction, Shaju Saha
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
Using renewable energy can save money and keep the environment cleaner. Installing a solar PV system is a one-time cost but it can generate energy for a lifetime. Solar PV does not generate carbon emissions while producing power. This thesis evaluates the value of being able to make accurate predictions in the use of solar energy. It uses predicted solar power and load for a system and a battery to store the energy for future use and calculates the operating cost or profit in several designed conditions. Various factors like a different place, tuning the capacity of sources, changing buy/sell …