User:Mahmud/Books/Remote sensing image processing with open source software
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Remote sensing image processing with open source software
QGIS Tutorial
- Chapter 1 Installation of QGIS 2.18 for Windows
- QGIS installation
- QGIS Plugin installation
- R installation
- Chapter 2
- Fundamentals of Image Processing
- Downloading Sentinel-2 images
- Raster metadata
- Raster histogram
- Changing Raster Layer Style
- Split stack
- Create stack
- Changing pixel size
- Data type conversion
- Spatial subset
- Chapter 3
- Digital Elevation Model
- Digital Elevation Model (DEM) Processing
- The Profile plugin
- Chapter 4
- Georeferencing
- Georeferencing of UAV photos
- Chapter 5
- Spectral Indices
- Spectral indices
- Chapter 6
- Cloud Masking
- Cloud masking
- Chapter 7
- Image Enhancement
- 7.1 Pansharpening
- Image fusion
- 7.2 Spatial Filters
- Arithmetic mean filter
- Gaussian filter
- Sobel filter
- Line segment extraction
- First-order texture
- Haralick Texture
- 7.3 Compression Technique
- Principal component analysis
- Chapter 8
- Land Cover/Use Classification
- 8.1 Classification Scheme
- Loading vector data
- Conditional field calculator
- Convert vector to raster
- 8.2 Point Sampling
- Creating regular grid
- Point sampling on raster
- 8.3 Classification using Semi-Automatic Classification plugin
- Land Cover/Use Classification using the Semi-Automatic Classification Plugin for QGIS
- 8.4 Classification using Orfeo Toolbox
- Supervised classification (Tutorial)
- Object-based classification (Tutorial)
- Chapter 9
- Change Detection Techniques
- Change detection
- Chapter 10
- Processing of LiDAR Point Clouds
- Canopy Height Model based on Airborne Laserscanning using LAStools
- Individual Tree Detection (ITC)
