2. Who we are
CONNECT. TRANSFORM. AUTOMATE.
A world leader in providing simulation and modelling
technologies and integrated training solutions
// DEFENCE
& SECURITY
// CIVIL // HEALTHCARE
// MINING
3. CAE at a glance
CONNECT. TRANSFORM. AUTOMATE.
Founded in Canada in 1947
Annual revenues of $2.1B
Approx. 8,000 employees
65+ years of breakthrough innovation
Largest installed base of flight simulators globally
100,000 pilots and crewmembers trained annually
4. The Goal
To produce realistic
night scenes for the
CAE TroposTM-6000XR
visual image generator
for civil aviation
training
CONNECT. TRANSFORM. AUTOMATE.
5. The Challenges
Global dataset
69,170 land-based 1-degree tiles
57.8GB of vector data as input
More than 35,000,000 road segments
55201 illumination zones
Automatic generation and validation
6 week timeframe
CONNECT. TRANSFORM. AUTOMATE.
6. The Old Process
VMAP0 (1:1M scale) built up areas populated with
road textures and light points randomly scattered
inside polygons
Higher resolution insets created by tracing
imagery in Photoshop and running scripts on the
paths
Over 8 hours of manual work per 1-degree tile
CONNECT. TRANSFORM. AUTOMATE.
7. The New Process
Use publicly available geospatial data
Roads
Open Street Maps
Illumination zones
Derived from DMSP-OLS Nighttime Lights 2012
CONNECT. TRANSFORM. AUTOMATE.
9. Basic Workflow
Clip roads to
illumination
zones
Populate points
along roads
Convert to
raster
Process raster
with
ImageMagick
Restore
georeferencing
Combine Tiles
CONNECT. TRANSFORM. AUTOMATE.
10. Tips and techniques
ImageMagick http://www.imagemagick.org/
Command line software for image editing
Useful for focal analysis tools not available in FME
CONNECT. TRANSFORM. AUTOMATE.
11. Tips and techniques 2
Combining workspace runner and custom
transformer
Run multiple child workspaces at the same time
but all workspaces completed before continuing to
process
CONNECT. TRANSFORM. AUTOMATE.
12. Thank You!
Questions?
For more information:
Joanna Hobbins joanna.hobbins@cae.com
CAE
http://www.cae.com/
CONNECT. TRANSFORM. AUTOMATE.