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Taddeüs Kroes
licenseplates
Commits
34d11f9d
Commit
34d11f9d
authored
Dec 01, 2011
by
Jayke Meijer
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Modified GetPlate and GetPlateTest to handle Point datatype instead of raw coordinates.
parent
c6ab9323
Changes
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2 changed files
with
27 additions
and
17 deletions
+27
-17
src/GetPlate.py
src/GetPlate.py
+23
-10
src/GetPlateTest.py
src/GetPlateTest.py
+4
-7
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src/GetPlate.py
View file @
34d11f9d
from
pylab
import
array
,
zeros
,
inv
,
dot
,
svd
,
shape
from
Interpolation
import
pV
def
getPlateAt
(
image
,
x1
,
y1
,
x2
,
y2
,
x3
,
y3
,
x4
,
y4
,
M
,
N
):
def
getPlateAt
(
image
,
points
,
M
,
N
):
'''Returns an image of size MxN of the licenseplate (or any rectangular
object) defined by
the corner points (x1, y1) to (x4, y4)
.'''
object) defined by
4 corner points
.'''
# Construct the matrix M
x1_a
,
y1_a
=
0
,
0
x2_a
,
y2_a
=
M
,
0
x3_a
,
y3_a
=
M
,
N
x4_a
,
y4_a
=
0
,
N
mat_M
=
array
([[
x1
,
y1
,
1
,
0
,
0
,
0
,
-
x1_a
*
x1
,
-
x1_a
*
y1
,
-
x1_a
],
\
[
0
,
0
,
0
,
x1
,
y1
,
1
,
-
y1_a
*
x1
,
-
y1_a
*
y1
,
-
y1_a
],
\
[
x2
,
y2
,
1
,
0
,
0
,
0
,
-
x2_a
*
x2
,
-
x2_a
*
y2
,
-
x2_a
],
\
[
0
,
0
,
0
,
x2
,
y2
,
1
,
-
y2_a
*
x2
,
-
y2_a
*
y2
,
-
y2_a
],
\
[
x3
,
y3
,
1
,
0
,
0
,
0
,
-
x3_a
*
x3
,
-
x3_a
*
y3
,
-
x3_a
],
\
[
0
,
0
,
0
,
x3
,
y3
,
1
,
-
y3_a
*
x3
,
-
y3_a
*
y3
,
-
y3_a
],
\
[
x4
,
y4
,
1
,
0
,
0
,
0
,
-
x4_a
*
x4
,
-
x4_a
*
y4
,
-
x4_a
],
\
[
0
,
0
,
0
,
x4
,
y4
,
1
,
-
y4_a
*
x4
,
-
y4_a
*
y4
,
-
y4_a
]])
p_i
=
[]
for
point
in
points
:
p_i
.
append
([
point
.
x
,
point
.
y
])
mat_M
=
array
([[
p_i
[
0
][
0
],
p_i
[
0
][
1
],
1
,
0
,
0
,
0
,
\
-
x1_a
*
p_i
[
0
][
0
],
-
x1_a
*
p_i
[
0
][
1
],
-
x1_a
],
\
[
0
,
0
,
0
,
p_i
[
0
][
0
],
p_i
[
0
][
1
],
1
,
\
-
y1_a
*
p_i
[
0
][
0
],
-
y1_a
*
p_i
[
0
][
1
],
-
y1_a
],
\
[
p_i
[
1
][
0
],
p_i
[
1
][
1
],
1
,
0
,
0
,
0
,
\
-
x2_a
*
p_i
[
1
][
0
],
-
x2_a
*
p_i
[
1
][
1
],
-
x2_a
],
\
[
0
,
0
,
0
,
p_i
[
1
][
0
],
p_i
[
1
][
1
],
1
,
\
-
y2_a
*
p_i
[
1
][
0
],
-
y2_a
*
p_i
[
1
][
1
],
-
y2_a
],
\
[
p_i
[
2
][
0
],
p_i
[
2
][
1
],
1
,
0
,
0
,
0
,
\
-
x3_a
*
p_i
[
2
][
0
],
-
x3_a
*
p_i
[
2
][
1
],
-
x3_a
],
\
[
0
,
0
,
0
,
p_i
[
2
][
0
],
p_i
[
2
][
1
],
1
,
\
-
y3_a
*
p_i
[
2
][
0
],
-
y3_a
*
p_i
[
2
][
1
],
-
y3_a
],
\
[
p_i
[
3
][
0
],
p_i
[
3
][
1
],
1
,
0
,
0
,
0
,
\
-
x4_a
*
p_i
[
3
][
0
],
-
x4_a
*
p_i
[
3
][
1
],
-
x4_a
],
\
[
0
,
0
,
0
,
p_i
[
3
][
0
],
p_i
[
3
][
1
],
1
,
\
-
y4_a
*
p_i
[
3
][
0
],
-
y4_a
*
p_i
[
3
][
1
],
-
y4_a
]])
# Get the vector p and the values that are in there by taking the SVD.
# Since D is diagonal with the eigenvalues sorted from large to small on
...
...
src/GetPlateTest.py
View file @
34d11f9d
from
GetPlate
import
getPlateAt
from
GrayscaleImage
import
GrayscaleImage
from
Point
import
Point
# Define the coordinates of the licenseplate
x_vals
=
[
310
,
382
,
382
,
310
]
y_vals
=
[
383
,
381
,
396
,
398
]
# Define the corners of the licenseplate
points
=
[
Point
(
None
,
(
310
,
383
)),
Point
(
None
,
(
382
,
381
)),
Point
(
None
,
(
382
,
396
)),
Point
(
None
,
(
310
,
398
))]
# Get the image
image
=
GrayscaleImage
(
'../images/test_plate.png'
)
# Let the code get the licenseplate
output_image
=
getPlateAt
(
image
,
x_vals
[
0
],
y_vals
[
0
],
\
x_vals
[
1
],
y_vals
[
1
],
\
x_vals
[
2
],
y_vals
[
2
],
\
x_vals
[
3
],
y_vals
[
3
],
100
,
20
)
output_image
=
getPlateAt
(
image
,
points
,
100
,
20
)
# Show the licenseplate
output_image
=
GrayscaleImage
(
None
,
output_image
)
...
...
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