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Artificial Intelligence Techniques for Satellite Image Analysis

Artificial Intelligence Techniques for Satellite Image Analysis
Author: D. Jude Hemanth
Publisher: Springer Nature
Total Pages: 274
Release: 2019-11-13
Genre: Computers
ISBN: 3030241785
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The main objective of this book is to provide a common platform for diverse concepts in satellite image processing. In particular it presents the state-of-the-art in Artificial Intelligence (AI) methodologies and shares findings that can be translated into real-time applications to benefit humankind. Interdisciplinary in its scope, the book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence. It can be also used as a supplementary textbook for graduate students in various engineering branches related to image processing.

Artificial Intelligence Techniques for Satellite I

Artificial Intelligence Techniques for Satellite I
Author: D. Jude Hemanth
Publisher:
Total Pages: 0
Release: 2019
Genre: Electrical engineering
ISBN:
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The book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence. --

Artificial Intelligence and Machine Learning in Satellite Data Processing and Services

Artificial Intelligence and Machine Learning in Satellite Data Processing and Services
Author: Sumit Kumar
Publisher: Springer Nature
Total Pages: 219
Release: 2023-01-02
Genre: Technology & Engineering
ISBN: 9811976988
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This book, Artificial Intelligence and Machine Learning in Satellite: Data Processing and Services, presents the selected proceedings of the International Conference on Small Satellites (ICSS 2022) that aims to provide an opportunity for academicians, scientists, researchers, and industry experts, engaged in teaching, research, and development on satellite data processing and its services by employing advanced artificial intelligence-based machine learning techniques. This book covers the application of artificial intelligence and machine learning techniques in various domains of earth observations like natural resources and environmental management, water resources, urban and rural development, climate change, and other contemporary subjects. The book will surely be a valuable asset for beginners, researchers, and professionals working in satellite data processing and services using artificial intelligence and machine learning approaches.

Artificial Intelligence Applied to Satellite-based Remote Sensing Data for Earth Observation

Artificial Intelligence Applied to Satellite-based Remote Sensing Data for Earth Observation
Author: Maria Pia Del Rosso
Publisher: IET
Total Pages: 283
Release: 2021-09-14
Genre: Computers
ISBN: 1839532122
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This book shows how artificial intelligence, including neural networks and deep learning, can be applied to the processing of satellite data for Earth observation. The authors explain how to develop a set of libraries for the implementation of artificial intelligence that encompass different aspects of research.

Intelligent Satellite Design and Implementation

Intelligent Satellite Design and Implementation
Author: Jianjun Zhang
Publisher: John Wiley & Sons
Total Pages: 228
Release: 2023-11-02
Genre: Technology & Engineering
ISBN: 1394198957
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Integrate cutting-edge technology into spacecraft design with this groundbreaking work Artificial intelligence and machine learning have revolutionized virtually every area of computing and complex engineering, and the design of satellite spacecraft is no exception. Intelligent satellites are increasingly capable of human-like perception, decision-making, and operations, and their problem-solving capacities are still expanding. As AI and machine learning continue to advance, their integration into satellite manufacture will only deepen. Intelligent Satellite Design and Implementation seeks to understand the foundations of this integration and its likely directions in the coming years. Beginning from the basic principles of interaction between artificial intelligence and satellite design and mission planning, the book analyzes a series of current or potential areas of technological advancement to create a comprehensive overview of the subject. Intelligent Satellite Design and Implementation readers will also find: Background information on the introduction and development of artificial intelligence Detailed discussion of topics including autonomous satellite operation, remote sensing satellites, and many more Over 100 illustrations and tables to reinforce key concepts Intelligent Satellite Design and Implementation is ideal for graduate students and advanced undergraduates in engineering, computing, and spacecraft design programs, as well as researchers in these and related fields.

Artificial Intelligence Methods Applied to Urban Remote Sensing and GIS

Artificial Intelligence Methods Applied to Urban Remote Sensing and GIS
Author: Chang-Wook Lee
Publisher: Mdpi AG
Total Pages: 166
Release: 2021-11-11
Genre: Science
ISBN: 9783036516042
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This book is based on Special Issue "Artificial Intelligence Methods Applied to Urban Remote Sensing and GIS" from early 2020 to 2021. This book includes seven papers related to the application of artificial intelligence, machine learning and deep learning algorithms using remote sensing and GIS techniques in urban areas.

Satellite Image Analysis: Clustering and Classification

Satellite Image Analysis: Clustering and Classification
Author: Surekha Borra
Publisher: Springer
Total Pages: 97
Release: 2019-02-08
Genre: Technology & Engineering
ISBN: 9811364249
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Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

Satellite Technology

Satellite Technology
Author: Anil K. Maini
Publisher: John Wiley & Sons
Total Pages: 987
Release: 2014-03-31
Genre: Science
ISBN: 1118636376
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Fully updated edition of the comprehensive, single-source reference on satellite technology and its applications Covering both the technology and its applications, Satellite Technology is a concise reference on satellites for commercial, scientific and military purposes. The book explains satellite technology fully, beginning by offering an introduction to the fundamentals, before covering orbits and trajectories, launch and in-orbit operations, hardware, communication techniques, multiple access techniques, and link design fundamentals. This new edition also includes comprehensive chapters on Satellite Networks and Satellite Technology – Emerging Trends. Providing a complete survey of applications, from remote sensing and military uses, to navigational and scientific applications, the authors also present an inclusive compendium on satellites and satellite launch vehicles. Filled with diagrams and illustrations, this book serves as an ideal introduction for those new to the topic, as well as a reference point for professionals. Fully updated edition of the comprehensive, single-source reference on satellite technology and its applications - remote sensing, weather, navigation, scientific, and military - including new chapters on Satellite Networks and Satellite Technology – Emerging Trends Covers the full range of satellite applications in remote sensing, meteorology, the military, navigation and science, and communications, including satellite-to-under sea communication, satellite cell-phones, and global Xpress system of INMARSAT The cross-disciplinary coverage makes the book an essential reference book for professionals, R&D scientists and students at post graduate level Companion website provides a complete compendium on satellites and satellite launch vehicles An ideal introduction for Professionals and R&D scientists in the field. Engineering Students. Cross disciplinary information for engineers and technical managers.

An Overview of Technological Revolution in Satellite Image Analysis

An Overview of Technological Revolution in Satellite Image Analysis
Author: Jenice Aroma R.
Publisher: Infinite Study
Total Pages: 5
Release:
Genre:
ISBN:
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The satellite image based applications are highly utilized nowadays from simple purposes like vehicle navigation to complex surveillance and virtual environment modeling projects. On increased population rate, the depletion of natural resources is highly unavoidable and it leads to increased threats on natural hazards. In order to protect and overcome the physical losses on devastation of properties, the risk mapping models such as weather forecasts, drought modeling and other hazard assessment models are in need.