View source for 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)]]

[[Category:Books|Remote sensing image processing with open source software]]