Browsing by Author "Koval, Maksym Anatoliyovych"

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    An intelligent mobile search system
    (National Aviation University, 2024-06-15) Koval, Maksym Anatoliyovych; Коваль, Максим Анатолійович
    The field of Synthetic Aperture Radar (SAR) data processing has experienced significant advancements in recent years, completely transforming the way we collect and interpret information for a wide range of applications. SAR data, obtained through radar sensors, plays a crucial role in environmental monitoring, disaster management, urban planning, and various other domains. The exceptional capabilities of SAR technology, including all-weather imaging and high-resolution data collection, have made it an invaluable tool for extracting valuable insights from remote sensing data. We explore the intricate process of SAR data collection, storage, processing, and interpretation, shedding light on the complexities and challenges associated with harnessing the full potential of SAR observations. By gaining a deep understanding of the underlying methodologies and technologies that drive SAR data processing systems, we can truly appreciate the transformative impact of SAR technology on diverse fields. The chapter takes us through the evolution of SAR data processing systems, emphasizing the role of machine learning algorithms, artificial intelligence techniques, and user interfaces in enhancing the efficiency and accuracy of data analysis. We examine the critical role of anomaly detection in environmental monitoring and disaster response, highlighting the significance of early detection and mitigation of potential threats through advanced SAR data processing methods.