Multitemporal remote sensing : methods and applications /: methods and applications. (2016)

• Record Type: Book
• Further Information: Note: Yifang Ban, editor.
• Editors: Ban, Yifang
• Contents: Preface; Contents; Contributors; 1 Multitemporal Remote Sensing: Current Status, Trends and Challenges; 1.1 Introduction; 1.2 Multitemporal Earth Observation Satellites; 1.3 Multitemporal Remote Sensing: Trend, Challenges and Opportunities; 1.4 Synopsis of the Book; References; 2 Change Detection Techniques: A Review; 2.1 Introduction; 2.2 Change Detection Preprocessing; 2.2.1 Geometric and Radiometric Correction; 2.2.2 SAR Speckle Filtering for Change Detection; 2.3 Deriving Change Variables from Multitemporal Remote-Sensing Images. 2.3.1 Driving Change Variables from Multitemporal Optical Images2.3.2 Driving Change Variables from Multitemporal SAR Images; 2.4 Pixel-Based Change Detection; 2.4.1 Unsupervised Change Detection Algorithms; 2.4.2 Supervised Change Detection Algorithms; 2.4.3 Context-Based Change Detection Algorithms; 2.5 Object-Based Change-Detection Algorithms; 2.5.1 Segmentation Strategies for Change Detection; 2.5.2 Objects Comparison and Change Map Generation; 2.6 Data Fusion for Change Detection; 2.7 Concluding Remarks; References; 3 Change Detection in Urban Areas: Spatial and Temporal Scales. 3.1 Introduction3.2 Urban Changes at Different Spatial and Temporal Scales; 3.2.1 Hotspot Change Detection; 3.2.2 Detailed Urban Change Information from Long Temporal EO Series; 3.3 Sudden Change Detection in SAR Images Using "ad hoc" Indexes; 3.4 "Hypertemporal" Sequences; 3.5 Conclusions; References; 4 Change Detection in Multitemporal Hyperspectral Images; 4.1 Introduction; 4.2 Change Detection in Hyperspectral Images; 4.2.1 Overview of CD Techniques; 4.2.2 Challenges for CD in HS Images; 4.3 Analysis of the Change Concept in Multitemporal HS Images. 4.4 Hierarchical Technique for the Detection of Multiple Changes in Hyperspectral Images4.4.1 Pseudo-Binary Change Detection; 4.4.2 Hierarchical Spectral Change Vector Analysis (HSCVA); 4.4.3 Generation of the Change-Detection Map; 4.5 Experimental Results and Discussion; 4.5.1 Simulated Hyperspectral Data Set; 4.5.2 Hyperion Satellite Images of an Irrigated Agricultural Area; 4.6 Conclusion; References; 5 Object-Based Change Detection in Urban Areas Using Multitemporal High Resolution SAR Images with Unsupervised Thresholding Algorithms; 5.1 Introduction; 5.2 Methodology; 5.2.1 Preprocessing. 5.2.2 Segmentation5.2.3 Change Image Generation; 5.2.4 Thresholding; 5.2.4.1 Kittler-Illingworth Algorithm; 5.2.4.2 Otsu's Method; 5.2.4.3 Outlier Detection Technique; 5.3 Datasets Description; 5.4 Results and Discussion; 5.5 Conclusion; References; 6 Fusion of Multitemporal Spaceborne SAR and Optical Data for Urban Mapping and Urbanization Monitoring; 6.1 Introduction; 6.2 Study Areas and Data Description; 6.2.1 Study Areas; 6.2.2 Data Description; 6.3 Methodology; 6.3.1 Image Preprocessing; 6.3.2 Urban Land Cover Classification with KTH-SEG; 6.3.3 Urban Extent Extraction.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource
• Subjects: 910.285; 910; Geography; Remote sensing; SCIENCE -- Earth Sciences -- Geography; TRAVEL -- Budget; TRAVEL -- Hikes & Walks; TRAVEL -- Museums, Tours, Points of Interest; TRAVEL -- Parks & Campgrounds; Remote sensing; Geography; Remote Sensing/Photogrammetry; Monitoring/Environmental Analysis; Signal, Image and Speech Processing; Physical Geography; Science -- Environmental Science; Technology & Engineering -- Electronics -- General; Environmental monitoring; Imaging systems & technology; Physical geography & topography; Physical geography; Technology & Engineering -- Remote Sensing & Geographic Information Systems; Geographical information systems (GIS) & remote sensing; Electronic books
• Languages: English
• ISBNs: 9783319470375; 3319470353; 9783319470351
• Related ISBNs: 331947037X; 9783319470351
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed December 28, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.