Description: Further DetailsTitle: Earth Observation Data Analytics Using Machine and Deep LearningCondition: NewSubtitle: Modern tools, applications and challengesEAN: 9781839536175ISBN: 9781839536175Publisher: Institution of Engineering and TechnologyFormat: HardbackRelease Date: 07/11/2023Description: Earth Observation Data Analytics Using Machine and Deep Learning: Modern tools, applications and challenges covers the basic properties, features and models for Earth observation (EO) recorded by very high-resolution (VHR) multispectral, hyperspectral, synthetic aperture radar (SAR), and multi-temporal observations. Approaches for applying pre-processing methods and deep learning techniques to satellite images for various applications - such as identifying land cover features, object detection, crop classification, target recognition, and the monitoring of earth resources - are described. Cost-efficient resource allocation solutions are provided, which are robust against common uncertainties that occur in annotating and extracting features on satellite images. This book is a valuable resource for engineers and researchers in academia and industry working on AI, machine and deep learning, data science, remote sensing, GIS, SAR, satellite communications, space science, image processing and computer vision. It will also be of interest to staff at research agencies, lecturers and advanced students in related fields. Readers will need a basic understanding of computing, remote sensing, GIS and image interpretation.Language: EnglishCountry/Region of Manufacture: GBItem Height: 234mmItem Length: 156mmContributor: Sanjay Garg (Edited by), Swati Jain (Edited by), Nitant Dube (Edited by), Nebu Varghese (Edited by)Genre: Technology & EngineeringTopic: Science Nature & Math, Computing & InternetBook Series: Computing and NetworksAuthor: Swati JainRelease Year: 2023 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: Earth Observation Data Analytics Using Machine and Deep Learning
Title: Earth Observation Data Analytics Using Machine and Deep Learning
Subtitle: Modern tools, applications and challenges
EAN: 9781839536175
ISBN: 9781839536175
Release Date: 07/11/2023
Release Year: 2023
Country/Region of Manufacture: GB
Item Height: 234mm
Contributor: Nebu Varghese (Edited by)
Genre: Technology & Engineering
Topic: Computing & Internet
Number of Pages: 258 Pages
Language: English
Publication Name: Earth Observation Data Analytics Using Machine and Deep Learning : Modern Tools, Applications and Challenges
Publisher: Institution of Engineering & Technology
Publication Year: 2023
Subject: Computer Science, Telecommunications
Type: Textbook
Subject Area: Computers, Technology & Engineering
Author: Swati Jain
Item Length: 9.2 in
Series: Computing and Networks Ser.
Item Width: 6.1 in
Format: Hardcover
