Deep learning synthetic aperture (20 risultati)

paperback. Condizione: New. Language:Chinese.Paperback. Pub Date: 2023-07 Pages: 116 Publisher: Xidian University Press This book mainly discusses the image interpretation methods of multi-polarization synthetic aperture radar images. with a focus on the classification and recognition of objects. The book uses advanced models and methods of deep learning to solve the problem of object classification with few samples and obtain higher classification accuracy. This book introduces the latest scientific research results of. …

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Condizione: New. Combines Synthetic Aperture Radar and Machine Learning/Deep Learning, addressing a highly innovative fieldCovers the complete life-cycle of an SAR image from creation over enhancement to analysis instead of focusing on only one aspect.

Taschenbuch. Condizione: Neu. Neuware - Deep Learning for Synthetic Aperture Radar Remote Sensing delves into the transformative synergy between synthetic aperture radar (SAR) and cutting-edge machine learning techniques. Traditionally rooted in signal processing, SAR's active imaging capabilities rise above optical limitations, offering resilience to environmental factors like cloud cover. This book showcases how machine learning augments every stage of SAR image processing, from raw data refinement to advanced information extraction. Through comprehensive coverage of acquisition modes and processing methodologies, including polarimetry and interferometry, this book equips readers with the tools to harness SAR's full potential. Aiming to further enhance remote sensing imaging, it serves as a vital resource for those seeking to integrate SAR data seamlessly into the modern machine learning landscape. Deep Learning for Synthetic Aperture Radar Remote Sensing addresses a critical gap in the intersection of SAR technology and machine learning, offering a pioneering roadmap for researchers and practitioners alike. With its emphasis on modern techniques, it serves as a catalyst for unlocking SAR's untapped potential and shaping the future of Earth observation.…

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Buch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This reprint focuses on the application of the combination of synthetic aperture radars and depth learning technology. It aims to further promote the development of SAR image intelligent interpretation technology.A synthetic aperture radar (SAR) is an important active microwave imaging sensor, whose all-day and all-weather working capacity give it an important place in the remote sensing community. Since the United States launched the first SAR satellite, SAR has received much attention in the remote sensing community, e.g., in geological exploration, topographic mapping, disaster forecast, and traffic monitoring. It is valuable and meaningful, therefore, to study SAR-based remote sensing applications.In recent years, deep learning represented by convolution neural networks has promoted significant progress in the computer vision community, e.g., in face recognition, the driverless field and Internet of things (IoT). Deep learning can enable computational models with multiple processing layers to learn data representations with multiple-level abstractions. This can greatly improve the performance of various applications.This reprint provides a platform for researchers to handle the above significant challenges and present their innovative and cutting-edge research results when applying deep learning to SAR in various manuscript types, e.g., articles, letters, reviews and technical reports.…

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Buch. Condizione: Neu. Synthetic Aperture Radar (SAR) Meets Deep Learning | Buch | Gebunden | Englisch | 2023 | MDPI AG | EAN 9783036563824 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.

Paperback. Condizione: new. Paperback. Deep Learning for Synthetic Aperture Radar Remote Sensing This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Paperback. Condizione: new. Paperback. Deep Learning for Synthetic Aperture Radar Remote Sensing This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.