Remote Sensing Handbook, Volume II : Image Processing, Change Detection, GIS, and Spatial Data Analysis (Hardcover, 2 ed)

Part I:?Image Processing Methods and Approaches.? 1.?Digital Image Processing: A Review of the Fundamental Methods and Techniques.? 2.?Image Classification Methods in Land Cover and Land Use and Cropland Studies.? 3.?Urban Image Classification: Per-pixel Classifiers, Sub-pixel Analysis, Object-based Image Analysis, and Geospatial Methods.? 4.?Hyperspectral Image Processing: Methods and Approaches.? 5.?Collaborative Representation for Hyperspectral Image Classification and Detection.? 6.?Thermal Infrared Remote Sensing: Principles and Theoretical Background.? 7.?Remote Sensing Image Segmentation: Methods, Approaches, and Advances.? 8.?Object Based Image Analysis: Evolution, History, State-of-the-Art and Future Vision.? 9.?Geospatial Data Integration in OBIA- implications of Accuracy and Validity.? 10.?Image Segmentation Algorithms for Land Categorization.? 11.?LiDAR Data Processing and Applications.??Part II: Change Detection.? 12.?Forest Clear-Cutting Detection in Subtropical Regions with Time Series Remotely Sensed Data.? Part III:?Integrating Geographic Information Systems (GIS) and Remote Sensing in Spatial Modeling Framework for Decision Support.??13. Geoprocessing, Workflows, and Provenance.? 14.?Toward Democratization of Geographic Information: GIS, Remote Sensing, and GNSS Applications in Everyday Life.? 15.?Frontiers of GIScience: Evolution, State-of-Art, and Future Pathways.? 16.?Object-Based Regionalization for Policy-Oriented Partitioning of Space.? Part IV:?Summary and Synthesis of Volume II.? 17. Remote Sensing Handbook, Volume II: Image Processing, Change Detection, GIS and Spatial Data Analysis.