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This is an archived project. Repository and other project resources are read-only.
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Taddeüs Kroes
licenseplates
Commits
57cdc26e
Commit
57cdc26e
authored
13 years ago
by
Taddeus Kroes
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Merge branch 'master' of github.com:taddeus/licenseplates
parents
d3bc209a
2f5359ff
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2 changed files
src/Character.py
+2
-1
2 additions, 1 deletion
src/Character.py
src/LicensePlate.py
+42
-131
42 additions, 131 deletions
src/LicensePlate.py
with
44 additions
and
132 deletions
src/Character.py
+
2
−
1
View file @
57cdc26e
from
LocalBinaryPatternizer
import
LocalBinaryPatternizer
class
Character
:
def
__init__
(
self
,
value
,
corners
,
image
):
def
__init__
(
self
,
value
,
corners
,
image
,
filename
=
None
):
self
.
value
=
value
self
.
corners
=
corners
self
.
image
=
image
self
.
filename
=
filename
def
get_feature_vector
(
self
):
pattern
=
LocalBinaryPatternizer
(
self
.
image
)
...
...
This diff is collapsed.
Click to expand it.
src/LicensePlate.py
+
42
−
131
View file @
57cdc26e
...
...
@@ -10,77 +10,8 @@ class LicensePlate:
def
__init__
(
self
,
folder_nr
,
file_nr
):
filename
=
'
%04d/00991_%04d%02d
'
%
(
folder_nr
,
folder_nr
,
file_nr
)
self
.
dom
=
parse
(
'
../images/Infos/%s.info
'
%
filename
)
properties
=
self
.
get_properties
()
self
.
image
=
GrayscaleImage
(
'
../images/Images/%s.jpg
'
%
filename
)
self
.
width
=
int
(
properties
[
'
width
'
])
self
.
height
=
int
(
properties
[
'
height
'
])
self
.
read_xml
()
def
are_corners_sorted
(
corners
):
'''
Check if points are sorted clockwise, starting in the left-top
corner.
'''
x0
,
y0
=
corners
[
0
].
to_tuple
()
x1
,
y1
=
corners
[
1
].
to_tuple
()
x2
,
y2
=
corners
[
2
].
to_tuple
()
x3
,
y3
=
corners
[
3
].
to_tuple
()
return
x0
<
x1
and
y1
<=
y2
and
x2
>=
x3
and
y3
>
y0
def
sort_corners
(
corners
):
'''
Sort the corners clockwise, starting in the left-top corner.
'''
tuples
=
[]
output
=
[]
for
point
in
corners
:
tuples
.
append
(
point
.
to_tuple
())
bot1
=
(
0
,
0
)
bot2
=
(
0
,
0
)
top1
=
None
top2
=
None
# Get bottom points (where the y value is the largest). The top points
# are the points that are not a bottom point.
for
tup
in
tuples
:
if
tup
[
1
]
>
bot1
[
1
]
or
tup
[
1
]
>
bot2
[
1
]:
if
top1
==
None
:
top1
=
bot2
else
:
top2
=
bot2
if
tup
[
1
]
>
bot1
[
1
]:
bot2
=
bot1
bot1
=
tup
else
:
bot2
=
tup
else
:
if
top1
==
None
:
top1
=
tup
else
:
top2
=
tup
# First point is the smallest x-value top point, second is the other
# top point
if
top1
[
0
]
<
top2
[
0
]:
output
.
append
(
Point
(
top1
[
0
],
top1
[
1
]))
output
.
append
(
Point
(
top2
[
0
],
top2
[
1
]))
else
:
output
.
append
(
Point
(
top2
[
0
],
top2
[
1
]))
output
.
append
(
Point
(
top1
[
0
],
top1
[
1
]))
# Third point is the bottom point with the largest x-value, fourth is
# the other bottom point
if
bot1
[
0
]
>
bot2
[
0
]:
output
.
append
(
Point
(
bot1
[
0
],
bot1
[
1
]))
output
.
append
(
Point
(
bot2
[
0
],
bot2
[
1
]))
else
:
output
.
append
(
Point
(
bot2
[
0
],
bot2
[
1
]))
output
.
append
(
Point
(
bot1
[
0
],
bot1
[
1
]))
return
output
self
.
read_xml
(
filename
)
# sets the entire license plate of an image
def
retrieve_data
(
self
,
corners
):
...
...
@@ -153,68 +84,48 @@ class LicensePlate:
return
0
# Testing purposes
def
show
(
self
):
from
pylab
import
imshow
,
show
imshow
(
self
.
data
,
cmap
=
"
gray
"
)
show
()
def
get_properties
(
self
):
children
=
self
.
get_children
(
"
properties
"
)
properties
=
{}
for
child
in
children
:
if
child
.
nodeType
==
child
.
TEXT_NODE
:
properties
[
child
.
nodeName
]
=
child
.
data
elif
child
.
nodeType
==
child
.
ELEMENT_NODE
:
properties
[
child
.
nodeName
]
=
child
.
firstChild
.
data
return
properties
# TODO : create function for location / characters as they do the same
def
read_xml
(
self
):
children
=
self
.
get_children
(
"
plate
"
)
# most recent version
for
child
in
children
:
if
child
.
nodeName
==
"
regnum
"
:
self
.
license_full
=
child
.
firstChild
.
data
elif
child
.
nodeName
==
"
identification-letters
"
:
self
.
country
=
child
.
firstChild
.
data
elif
child
.
nodeName
==
"
location
"
:
self
.
corners
=
self
.
get_corners
(
child
)
elif
child
.
nodeName
==
"
characters
"
:
nodes
=
child
.
childNodes
self
.
characters
=
[]
for
character
in
nodes
:
if
character
.
nodeName
==
"
character
"
:
value
=
self
.
get_node
(
"
char
"
,
character
).
firstChild
.
data
corners
=
self
.
get_corners
(
character
)
data
=
self
.
retrieve_data
(
corners
)
image
=
NormalizedCharacterImage
(
data
=
data
)
self
.
characters
.
append
(
Character
(
value
,
corners
,
image
))
else
:
pass
def
get_node
(
self
,
node
,
dom
=
None
):
if
not
dom
:
dom
=
self
.
dom
return
dom
.
getElementsByTagName
(
node
)[
0
]
def
get_children
(
self
,
node
,
dom
=
None
):
return
self
.
get_node
(
node
,
dom
).
childNodes
def
get_corners
(
self
,
child
):
nodes
=
self
.
get_children
(
"
quadrangle
"
,
child
)
def
read_xml
(
self
,
filename
):
dom
=
parse
(
'
../images/Infos/%s.info
'
%
filename
)
self
.
characters
=
[]
version
=
dom
.
getElementsByTagName
(
"
current-version
"
)[
0
].
firstChild
.
data
info
=
dom
.
getElementsByTagName
(
"
info
"
)
for
i
in
info
:
if
version
==
i
.
getElementsByTagName
(
"
version
"
)[
0
].
firstChild
.
data
:
self
.
country
=
i
.
getElementsByTagName
(
"
identification-letters
"
)[
0
].
firstChild
.
data
temp
=
i
.
getElementsByTagName
(
"
characters
"
)
if
len
(
temp
):
characters
=
temp
[
0
].
childNodes
else
:
self
.
characters
=
[]
break
for
character
in
characters
:
if
character
.
nodeName
==
"
character
"
:
value
=
character
.
getElementsByTagName
(
"
char
"
)[
0
].
firstChild
.
data
corners
=
self
.
get_corners
(
character
)
if
not
len
(
corners
)
==
4
:
break
data
=
self
.
retrieve_data
(
corners
)
image
=
NormalizedCharacterImage
(
data
=
data
)
self
.
characters
.
append
(
Character
(
value
,
corners
,
image
))
break
def
get_corners
(
self
,
dom
):
nodes
=
dom
.
getElementsByTagName
(
"
point
"
)
corners
=
[]
for
corner
in
nodes
:
if
corner
.
nodeName
==
"
point
"
:
corners
.
append
(
Point
(
corner
))
for
node
in
nodes
:
corners
.
append
(
Point
(
node
))
return
corners
return
corners
\ No newline at end of file
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