photorealistic outcrop at dallas post office accuracy of a few centimeters photo registration about...
TRANSCRIPT
Photorealistic Outcrop at Dallas Post Office
• Accuracy of a few centimeters• Photo registration about 0.7 – 2.7
pixels.• Bring outcrop back to office
photorealistically in three-dimensions• Directly taking measurement on photos
in three-dimensions• Virtual field trip
Objectives
• Rendering the geological outcrop photorealistically in three-dimensions
• Capturing the entire outcrop in three-dimensions and taking back to office
• Additional 3D mapping and measurements back in office.
Traditional Image Registration
• Apply the low order polynomial function to map the image coordinates into world space.
• Only appropriate with a perpendicular perspective and relatively small relief
• Poor accuracy
The georeferenced digital geological map
The DEM
Geological map draped onto terrain surface
Traditional Image Registration
Geometric Measurement
• Rely on stereo image sequences.
• Require a large amount of correspondence points.
• Time consuming.
• Not good for natural surfaces.
Image Registration
• Rely on pinhole model.
• Project the ray of a point into camera space.
• Project to image plane by projective transform.
• Linear initialization and non-linear optimization.
Image Registration
• Rely on pinhole model.
• Project the ray of a point into camera space.
• Project to image plane by projective transform.
• Linear initialization and non-linear optimization.
y
x
z
f
v
u
'
'
0
0
0
Z
Y
X
Z
Y
X
A33A32A31
A23A22A21
A13A12A11
z
y
x
0
0
'
'
v
u
vD
uSD
v
u
v
uu
Coordinate Transforms
Photo Reflector
F (mm) Std. Error
K1 K2 P1 P2
Photo1
No 23.1102 2.43 2.88e-5 -5.25e-7
-4.03e-4 4.73e-4
Photo2
No 23.8787 2.41 -2.17e-4 -2.80e-7
1.60e-4 5.62e-4
Photo3
Yes 23.5933 1.45 -5.54e-4 1.55e-6 -3.92e-5 -4.99e-4
Photo4
Yes 23.1816 0.63 -5.23e-4 1.17e-4 2.35e-6 -1.52e-4
Photo5
Yes 23.1962 0.72 -5.5e-4 1.46e-6 -5.87e-5 1.45e-4
Result of Image Registration