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Image Enhancement and Change Detection
Curriculum
1 Section
39 Lessons
30 hours
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Unit 3 — Image Enhancement and Change Detection
39
1.1
21.3 Remote sensing and GIS: Evaluating vegetation and landuse change in the Nijar Basin, SE Spain
20 mins
1.2
22.3 Predicting landslides using fuzzy geohazard mapping: An example from Piemonte, north-west Italy
20 mins
1.3
24.3 Final remarks
20 mins
1.4
1.4 Questions
20 mins
1.5
2.4 Histogram equalisation (HE)
20 mins
1.6
3.4 Image division (ratio)
20 mins
1.7
4.4 High pass filters (edge enhancement)
20 mins
1.8
5.4 Hue RGB colour composites
20 mins
1.9
6.4 Summary
20 mins
1.10
7.4 De-correlation stretch
20 mins
1.11
8.4 Decision rules: Dissimilarity functions
20 mins
1.12
9.4 Summary
20 mins
1.13
10.4 Multi-temporal coherence image and random change detection
20 mins
1.14
11.4 Very narrow-baseline stereo matching and 3D data generation
20 mins
1.15
12.4 Standards, inter-operability and metadata
20 mins
1.16
13.4 Fundamental data structures
20 mins
1.17
14.4 Selecting appropriate coordinate systems
20 mins
1.18
15.4 Neighbourhood operations
20 mins
1.19
16.4 Summary
20 mins
1.20
17.4 Extracting surface parameters
20 mins
1.21
18.4 Risk and hazard
20 mins
1.22
19.4 Deriving weighting coefficients
20 mins
1.23
20.4 Summary
20 mins
1.24
21.4 Applied remote sensing and GIS: A combined interpretive tool for regional tectonics, drainage and water resources in the Andarax basin
20 mins
1.25
22.4 Land surface change detection in a desert area in Algeria using multi-temporal ERS SAR coherence images
20 mins
1.26
2.5 Histogram matching (HM) and Gaussian stretch
20 mins
1.27
3.5 Index derivation and supervised enhancement
20 mins
1.28
4.5 Local contrast enhancement
20 mins
1.29
5.5 Derivation of RGB-IHS and IHS-RGB transformation based on 3D geometry of the RGB colour cube
20 mins
1.30
6.5 Questions
20 mins
1.31
7.5 Physical property orientated coordinate transformation and tasselled cap transformation
20 mins
1.32
8.5 Post-classification processing: Smoothing and accuracy assessment
20 mins
1.33
9.5 Questions
20 mins
1.34
10.5 Spatial de-correlation and ratio coherence technique
20 mins
1.35
11.5 Ground motion/deformation detection and estimation
20 mins
1.36
12.5 GIS and the internet
20 mins
1.37
13.5 Raster data
20 mins
1.38
14.5 Questions
20 mins
1.39
15.5 Vector equivalents to raster map algebra
20 mins
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