Object & Pattern Recognition In Remote Sensing

Modelling and Monitoring Environmental and Anthropogenic Objects and Change Processes

Edited by Stefan Hinz , Andreas Braun , Martin Weinmann

Format: Hardback

Availability: Pre-order

RRP: £90.00

Price: £90.00

Whittles Publishing

Whittles Publishing has been established for some years but recently has expanded significantly, becoming a well-known technical publisher on a global stage. They publish quality, well-produced and attractive books and specialise in the following subjects: geomatics, civil and structural engineering and applied science. They are also developing new lists in specific disciplines including architecture and landscape, manufacturing and materials technology, fuel and energy science and geotechnics. They also publish non-technical books within the following areas: maritime, pharology, military history, nature and exploration.

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Fully automated interpretation and understanding of remotely sensed data by a computer has been a challenge for many decades, and many approaches have been developed over the years. Significant advances in knowledge-based image understanding, machine learning and artificial intelligence has led to this topic being the focus of much research in recent years. This book highlights the different theoretical and application-oriented aspects and potential solutions to the topic of automated remote sensing data analysis. Thereby, both classical knowledge-based as well as modern machine learning-oriented concepts are described. A field such as this is specialized and dynamic and also interdisciplinary and multilayered. Written by an international team of experts, the book has therefore been split into parts dealing with the concepts and applications, and the focus is on elucidating the complementarity of different lines of research rather than providing the complete set of scientific approaches.Part A of this book gives insight into the basic theories and concepts of feature extraction, image understanding and the respective assessment strategies as well as into geometric, radiometric and sensor-related fundamentals of remote sensing technology. Part B focuses on various scientific and practical applications of remote sensing data analysis. These range from the automatic detailed reconstruction of complex 3D environments to visual tracking of objects in image sequences as well as monitoring natural and anthropogenic long-term processes on a regional scale. Part C sketches recent trends in automatic analysis of remote sensing data.

Additional Information

Additional Information

Format Hardback
Imprint Whittles Publishing
Publication Date 30 Apr 2019
ISBN 9781849951289
Number of Pages 352

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