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Table of Contents
Intro
Part 1 Methodology
1 Introduction
2 Object, Data and Sensor Modelling
3 Feature Extraction from Images and Point Clouds: Fundamentals, Advances and Trends
4 A Short Survey on Supervised Classification in Remote Sensing
5 Context-based Classification
6 Toward a Framework for Quality Assessment in Remote Sensing Applications
Part 2 Application
7 From Raw 3D Point Clouds to Semantic Objects
8 Traffic Extraction and Characterisation from Optical Remote Sensing Data
9 Object Extraction in Image Sequences
10 A Process-based Model Approach to Predict Future Land-use Changes and Link Biodiversity with Soil Erosion in Chile
11 Interferometric SAR Image Analysis for 3D Building Reconstruction
12 Detection and Classification of Collapsed Buildings after a Strong Earthquake by means of Laser Scanning and Image Analysis
13 A Settlement Process Analysis in Coastal Benin: Confronting Scarce Data Availability in Developing Countries
Part 3 Conclusion
14 Benchmarking: A Basic Requirement for Effective Performance Evaluation
15 Remote Sensing and Computer Vision Image Analysis: Summary and Recent Trends
Index.
Part 1 Methodology
1 Introduction
2 Object, Data and Sensor Modelling
3 Feature Extraction from Images and Point Clouds: Fundamentals, Advances and Trends
4 A Short Survey on Supervised Classification in Remote Sensing
5 Context-based Classification
6 Toward a Framework for Quality Assessment in Remote Sensing Applications
Part 2 Application
7 From Raw 3D Point Clouds to Semantic Objects
8 Traffic Extraction and Characterisation from Optical Remote Sensing Data
9 Object Extraction in Image Sequences
10 A Process-based Model Approach to Predict Future Land-use Changes and Link Biodiversity with Soil Erosion in Chile
11 Interferometric SAR Image Analysis for 3D Building Reconstruction
12 Detection and Classification of Collapsed Buildings after a Strong Earthquake by means of Laser Scanning and Image Analysis
13 A Settlement Process Analysis in Coastal Benin: Confronting Scarce Data Availability in Developing Countries
Part 3 Conclusion
14 Benchmarking: A Basic Requirement for Effective Performance Evaluation
15 Remote Sensing and Computer Vision Image Analysis: Summary and Recent Trends
Index.