Object and Pattern Recognition in Remote Sensing (Hardback)

Description: Further DetailsTitle: Object and Pattern Recognition in Remote SensingCondition: NewEAN: 9781849951289ISBN: 9781849951289Publisher: Whittles PublishingFormat: HardbackRelease Date: 10/30/2020Item Height: 234mmItem Length: 156mmLanguage: EnglishSubtitle: Modelling and Monitoring Environmental and Anthropogenic Objects and Change ProcessesDescription: 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.Country/Region of Manufacture: GBGenre: Science Nature & MathTopic: Technology & EngineeringAuthor: No AuthorRelease Year: 2020 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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Book Title: Object and Pattern Recognition in Remote Sensing

Title: Object and Pattern Recognition in Remote Sensing

EAN: 9781849951289

ISBN: 9781849951289

Release Date: 10/30/2020

Release Year: 2020

Subtitle: Modelling and Monitoring Environmental and Anthropogenic Objects

Country/Region of Manufacture: GB

Genre: Science Nature & Math

Topic: Technology & Engineering

Number of Pages: 352 Pages

Publication Name: Object and Pattern Recognition in Remote Sensing : Modelling and Monitoring Environmental and Anthropogenic Objects and Change Processes

Language: English

Publisher: Whittles Publishing LTD

Item Height: 1 in

Subject: Remote Sensing & Geographic Information Systems, Computer Vision & Pattern Recognition, Imaging Systems

Publication Year: 2021

Item Weight: 32.7 Oz

Type: Textbook

Item Length: 9.7 in

Author: Stefan Hinz

Subject Area: Computers, Technology & Engineering

Item Width: 6.4 in

Format: Hardcover