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Advanced Image Processing and GIS Integration
Curriculum
1 Section
40 Lessons
30 hours
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Unit 2 — Advanced Image Processing and GIS Integration
40
1.1
5.2 IHS de-correlation stretch
20 mins
1.2
6.2 Brovey transform (intensity modulation)
20 mins
1.3
7.2 PC images and PC colour composition
20 mins
1.4
8.2 Unsupervised classification (iterative clustering)
20 mins
1.5
9.2 Polynomial deformation model and image warping co-registration
20 mins
1.6
10.2 Radar interferogram and DEM
20 mins
1.7
11.2 PC scanning for pixel-wise disparity estimation
20 mins
1.8
12.2 Software tools
20 mins
1.9
13.2 How are spatial data different from other digital data?
20 mins
1.10
14.2 Datums and projections
20 mins
1.11
15.2 Map algebra concepts
20 mins
1.12
16.2 Understanding the data
20 mins
1.13
17.2 Sources and uses of surface data
20 mins
1.14
18.2 Decision support
20 mins
1.15
19.2 Different approaches and models
20 mins
1.16
20.2 Remote sensing-based GIS projects: From images to thematic mapping
20 mins
1.17
21.2 Thematic information extraction (2): Spectral enhancement and mineral mapping of epithermal gold alteration and iron-ore deposits in ferroan dolomite
20 mins
1.18
22.2 GIS modelling of earthquake damage zones using satellite imagery and digital elevation model (DEM) data
20 mins
1.19
23.2 Water resource exploration in Somalia
20 mins
1.20
24.2 Geographic information systems
20 mins
1.21
1.3 Some key points
20 mins
1.22
2.3 Logarithmic and exponential contrast enhancement
20 mins
1.23
3.3 Image multiplication
20 mins
1.24
4.3 Low pass filters (smoothing)
20 mins
1.25
5.3 Direct de-correlation stretch technique
20 mins
1.26
6.3 Smoothing filter-based intensity modulation
20 mins
1.27
7.3 Selective PCA for PC colour composition
20 mins
1.28
8.3 Supervised classification
20 mins
1.29
9.3 GCP selection and automation of image co-registration
20 mins
1.30
10.3 Differential InSAR and deformation measurement
20 mins
1.31
11.3 Pixel-wise image co-registration
20 mins
1.32
12.3 GIS, cartography and thematic mapping
20 mins
1.33
13.3 Attributes and measurement scales
20 mins
1.34
14.3 How coordinate information is stored and accessed
20 mins
1.35
15.3 Local operations
20 mins
1.36
16.3 Interpolation
20 mins
1.37
17.3 Visualising surfaces
20 mins
1.38
18.3 Uncertainty
20 mins
1.39
19.3 Evaluation criteria
20 mins
1.40
20.3 An example of thematic mapping based on optimal visualisation and interpretation of multi-spectral satellite imagery
20 mins
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