Week 1 - IntroReference Topic:
Week 2 - Applications, Surveying & DEMsReference Topics: SFM Papers:Here's a good assortment of recent SFM Papers: - Marteau, B., et al. (2016). "Application of Structure-from-Motion photogrammetry to river restoration." Earth Surface Processes and Landforms. 10.1002/esp.4086
- Tonkin, T. and N. Midgley (2016). "Ground-Control Networks for Image Based Surface Reconstruction: An Investigation of Optimum Survey Designs Using UAV Derived Imagery and Structure-from-Motion Photogrammetry." Remote Sensing 8(9): 786. DOI: 10.3390/rs8090786
- Cook, K. L. (2017). "An evaluation of the effectiveness of low-cost UAVs and structure from motion for geomorphic change detection." Geomorphology 278: 195-208. DOI: 10.1016/j.geomorph.2016.11.009
- Carbonneau, P. E. and J. T. Dietrich (2016). "Cost-effective non-metric photogrammetry from consumer-grade sUAS: implications for direct georeferencing of structure from motion photogrammetry." Earth Surface Processes and Landforms.
DOI: 10.1002/esp.4012
- Tonkin, T. and N. Midgley (2016). "Ground-Control Networks for Image Based Surface Reconstruction: An Investigation of Optimum Survey Designs Using UAV Derived Imagery and Structure-from-Motion Photogrammetry." Remote Sensing 8(9): 786. DOI: 10.3390/rs8090786
- Mosbrucker, A. R., et al. (2017). "Camera system considerations for geomorphic applications of SfM photogrammetry." Earth Surface Processes and Landforms. DOI: 10.1002/esp.4066
SFM Book:
Week 3 - Change Detection Principles
Reference Topics
Week 4 - DoD Thresholding MethodsReference Topics Week 5 - Error Modelling - Statistical Methods
If you want to see if you're really grasping all the concepts we've covered so far, I encourage you to do the two, self-paced exercises from the Rio Cinca in Spain described in these slides: This will have you build a multi-method error model from a SFM-derived DEM, and you'll build a GCD project.
Week 6 - Spatially Variable Error Modelling -Intro to Fuzzy Inference Systems
Week 7 - FISNo new slides or materials - review of FIS methods and discussed making your own FIS. No homework.
Week 8 - Uncertainty Analysis & Interpreting GCD Outputs |