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Automating the
Georeferencing of
Historic Aerial
Photography in
Flanders
Nordend
The Peak of Data
and AI 2025
2025
The
Peak
of
Data
and
AI
Marnick
Clé
FME Consultant
Nordend
2025
The
Peak
of
Data
and
AI
• Who has already looked at
historic aerial imagery?
• Houses
• Hometown
• Foreign
• Military
• …
• And who did this by hand?
• Sifting through a big pile
• At a library
• At the municipality
• A reference is needed to a
geographical place
1. Introduction
2. The Challenge
3. The Solution
4. But how does it work?
5. Conclusion
Agenda
The
Challenge
Section 1
2025
The
Peak
of
Data
and
AI
1953 2024
2025
The
Peak
of
Data
and
AI
1953 2024
2025
The
Peak
of
Data
and
AI
Georeferencing
● Ground Markers (minimum 3)
● Streets
● Buildings
● Edges
● Manual Labour
● Linked to globe
2025
The
Peak
of
Data
and
AI
Input Data
● 1600 flight paths
● Only 2 or 3 photos georeferenced
● Approx. 45 pictures per flight path
● Estimate: more than 3 years of
work
The Solution
Section 2
2025
The
Peak
of
Data
and
AI
“Let’s try and use FME”
— Project lead Severien at Flemish Government
2025
The
Peak
of
Data
and
AI
Interpolation possibility
● Flightpath
● By midpoint
● Corner points
● Rotation
Right click and select ‘replace image’ to add an example image from your project.
The main drawback is the (lack of)
accuracy
Aerial photography has noise
Angle
Height
Flight path
But how does
it work?
Section 3
2025
The
Peak
of
Data
and
AI
Process
2025
The
Peak
of
Data
and
AI
Process
Georeferenced start and finish
Unreferenced aerial photo’s
2025
The
Peak
of
Data
and
AI
Process
Aerial photo’s -> to Polygon
● RasterExtentCoercer
○ Process sped up with polygons
● RasterPropertyExtractor
○ Corner points
○ Rotation
○ Midpoints
2025
The
Peak
of
Data
and
AI
Process
● RasterExtentCoercer
○ Process sped up with polygons
● RasterPropertyExtractor
○ Corner points
○ Rotation
○ Midpoints
-10,10
0,0
2025
The
Peak
of
Data
and
AI
Process ● For each unreferenced raster we then
calculate
● Corner points (picture)
● Mid points
● Rotation
● Spacing
● Create a vertex on all points for
visualisation purposes
-10,10
0,0
-5,5
Process
2025
The
Peak
of
Data
and
AI
Process ● RasterGeoreferencer
● Midpoint
● Corner point
● Spacing
● Oversimplified
but a good representation
Process
2025
The
Peak
of
Data
and
AI
Conclusion
● Dramatic reduction in manual effort and thus cost savings
● Faster access to the georeferenced images
● An optimisation of a large-scale data process
● Delivering value through automation and efficiency
2025
The
Peak
of
Data
and
AI
Recap: Use automation
capacity of FME
● Automating common tasks is essential!
● Go automate your processes!
2025
The
Peak
of
Data
and
AI
ThankYou
Marnick Clé
Nordend
Marnick@nordend.eu

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Automating the Geo-Referencing of Historic Aerial Photography in Flanders