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Cover -- Half Title -- Title -- Copyright -- Contents -- Foreword -- Preface -- About the Editor -- List of Contributors -- Acknowledgments -- Part I Image Processing Methods and Approaches -- Chapter 1 Digital Image Processing: A Review of the Fundamental Methods and Techniques -- 1.1 Introduction...

4.2.2 Spectral-Spatial Classification -- 4.2.3 Subspace-Based Approaches -- 4.2.4 Semi-Supervised Classification -- 4.3 Experimental Comparison -- 4.4 Conclusions and Future Directions -- 4.5 Acknowledgments -- Chapter 5 Collaborative Representation for Hyperspectral Image Classification and Detecti...

7.2.4 Hybrid Methods (HMs) -- 7.3 DL-Based Semantic Segmentation Methods -- 7.3.1 Algorithms' Basic -- 7.3.2 Application Examples -- 7.3.3 Publicly Available Data for Semantic Segmentation of Remote Sensing Images -- 7.3.4 Pros and Cons of Semantic Methods -- 7.4 Segmentation of LiDAR Data -- 7.5 Se...

9.4 Conclusions -- Chapter 10 Image Segmentation Algorithms for Land Categorization -- 10.1 Introduction -- 10.2 Spectrally Based Segmentation Approaches -- 10.2.1 Thresholding-Based Algorithms -- 10.2.2 Clustering-Based Algorithms -- 10.2.3 Support Vector Machines -- 10.3 Spatially Based Segmentati...

Chapter 12 Forest Clear-Cutting Detection in Subtropical Regions with Time Series Remotely Sensed Data -- 12.1 Introduction -- 12.2 Application of Time Series Landsat Images to Forest Clear-Cutting Detection in Fujian Province -- 12.2.1 Study Area and Datasets -- 12.2.2 Forest Clear-Cutting Detectio...

13.4.9 GeoWeaver.