The Resource Multitemporal remote sensing : methods and applications, Yifang Ban, editor

Multitemporal remote sensing : methods and applications, Yifang Ban, editor

Label
Multitemporal remote sensing : methods and applications
Title
Multitemporal remote sensing
Title remainder
methods and applications
Statement of responsibility
Yifang Ban, editor
Contributor
Editor
Subject
Genre
Language
eng
Member of
Cataloging source
N$T
Dewey number
  • 910.285
  • 910
Index
no index present
LC call number
  • G70.4
  • G1-922
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Ban, Yifang
Series statement
Remote sensing and digital image processing
Series volume
volume 20
http://library.link/vocab/subjectName
  • Remote sensing
  • SCIENCE
  • TRAVEL
  • TRAVEL
  • TRAVEL
  • TRAVEL
  • Remote sensing
  • Geography
  • Remote Sensing/Photogrammetry
  • Monitoring/Environmental Analysis
  • Signal, Image and Speech Processing
  • Physical Geography
Label
Multitemporal remote sensing : methods and applications, Yifang Ban, editor
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-47037-5
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319470375
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-47037-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)964698772
  • (OCoLC)ocn964698772
Label
Multitemporal remote sensing : methods and applications, Yifang Ban, editor
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-47037-5
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319470375
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-47037-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)964698772
  • (OCoLC)ocn964698772

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