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ESA
PRISM
VS
Commits
8207db8f
Commit
8207db8f
authored
4 years ago
by
Fabian Schindler
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Fixing corner georef
parent
cd17f411
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1 changed file
preprocessor/preprocessor/steps/georeference.py
+73
-34
73 additions, 34 deletions
preprocessor/preprocessor/steps/georeference.py
with
73 additions
and
34 deletions
preprocessor/preprocessor/steps/georeference.py
+
73
−
34
View file @
8207db8f
...
...
@@ -3,9 +3,9 @@ from os.path import join, basename, splitext
import
logging
from
glob
import
glob
import
shutil
from
typing
import
List
from
typing
import
List
,
Tuple
from
osgeo
import
gdal
from
osgeo
import
gdal
,
osr
logger
=
logging
.
getLogger
(
__name__
)
...
...
@@ -20,8 +20,12 @@ def georeference_step(source_dir: os.PathLike, target_dir: os.PathLike, type: st
georef_func
=
rpc_georef
elif
type_name
==
'
world
'
:
georef_func
=
world_georef
elif
type_name
==
'
corners
'
:
georef_func
=
corner_georef
else
:
raise
Exception
(
'
Invalid georeference type %s
'
%
type_name
)
for
filename
in
glob
(
join
(
source_dir
,
'
*.
TIF
'
)):
for
filename
in
glob
(
join
(
source_dir
,
'
*.
tif
'
)):
target_filename
=
join
(
target_dir
,
basename
(
filename
))
georef_func
(
filename
,
target_filename
,
**
options
)
...
...
@@ -77,25 +81,63 @@ def rpc_georef(input_filename: os.PathLike, target_filename: os.PathLike, rpc_fi
**
(
warp_options
or
{})
)
def
corner_georef
(
input_filename
:
os
.
PathLike
,
target_filename
:
os
.
PathLike
,
corner_names
:
List
[
str
]
=
None
):
def
corner_georef
(
input_filename
:
os
.
PathLike
,
target_filename
:
os
.
PathLike
,
corner_names
:
List
[
str
]
=
None
,
orbit_direction_name
:
str
=
None
,
force_north_up
:
bool
=
False
,
gcp_srid
:
int
=
4326
,
warp
:
bool
=
False
):
corner_names
=
corner_names
or
[
"
bottom_left
"
,
"
bottom_right
"
,
"
top_left
"
,
"
top_right
"
]
ds
=
gdal
.
Open
(
input_filename
,
gdal
.
GA_Update
)
for
corner_name
in
corner_names
:
ds
.
GetMetaData
()
orbit_direction
=
ds
.
GetMetadata
()[
orbit_direction_name
].
lower
()
metadata
=
ds
.
GetRasterBand
(
1
).
GetMetadata
()
# from pprint import pprint
# pprint (metadata)
# pprint(ds.GetMetadata())
bl
,
br
,
tl
,
tr
=
[
[
float
(
num
)
for
num
in
metadata
[
corner_name
].
split
()]
for
corner_name
in
corner_names
]
gcps
=
gcps_from_borders
(
(
ds
.
RasterXSize
,
ds
.
RasterYSize
),
(
bl
,
br
,
tl
,
tr
),
orbit_direction
,
force_north_up
)
sr
=
osr
.
SpatialReference
()
sr
.
ImportFromEPSG
(
gcp_srid
)
ds
.
SetGCPs
(
gcps
,
sr
.
ExportToWkt
())
if
warp
:
gdal
.
Warp
(
target_filename
,
ds
,
)
del
ds
else
:
ds
.
SetGeoTransform
(
gdal
.
GCPsToGeoTransform
(
ds
.
GetGCPs
()))
driver
=
ds
.
GetDriver
()
del
ds
driver
.
Rename
(
target_filename
,
input_filename
)
def
world_georef
():
# TODO: implement
pass
def
gcps_from_borders
(
dst
,
coords
,
orbit_direction
,
force_north_up
=
False
):
def
gcps_from_borders
(
size
:
Tuple
[
float
,
float
],
coords
:
List
[
Tuple
[
float
,
float
]],
orbit_direction
:
str
,
force_north_up
:
bool
=
False
):
x_size
,
y_size
=
size
# expects coordinates in dict(.*border_left.*:[lat,lon],...)
gcps
=
[]
if
force_north_up
and
len
(
coords
)
==
4
:
# compute gcps assuming north-up, east-right image no matter, what is claimed by metadata
sorted_by_lats
=
sorted
(
coords
.
values
()
,
key
=
lambda
x
:
x
[
0
],
reverse
=
True
)
sorted_by_lats
=
sorted
(
coords
,
key
=
lambda
x
:
x
[
0
],
reverse
=
True
)
# compare longitudes
if
sorted_by_lats
[
0
][
1
]
>
sorted_by_lats
[
1
][
1
]:
# /\
...
...
@@ -126,31 +168,28 @@ def gcps_from_borders(dst, coords, orbit_direction, force_north_up=False):
bottom_left
=
sorted_by_lats
[
0
]
bottom_right
=
sorted_by_lats
[
1
]
gcps
.
append
(
gdal
.
GCP
(
bottom_left
[
1
],
bottom_left
[
0
],
0
,
0.5
,
0.5
))
gcps
.
append
(
gdal
.
GCP
(
bottom_right
[
1
],
bottom_right
[
0
],
0
,
dst
.
RasterXSize
-
0.5
,
0.5
))
gcps
.
append
(
gdal
.
GCP
(
top_left
[
1
],
top_left
[
0
],
0
,
0.5
,
dst
.
RasterYSize
-
0.5
))
gcps
.
append
(
gdal
.
GCP
(
top_right
[
1
],
top_right
[
0
],
0
,
dst
.
RasterXSize
-
0.5
,
dst
.
RasterYSize
-
0.5
))
gcps
.
append
(
gdal
.
GCP
(
bottom_right
[
1
],
bottom_right
[
0
],
0
,
x_size
-
0.5
,
0.5
))
gcps
.
append
(
gdal
.
GCP
(
top_left
[
1
],
top_left
[
0
],
0
,
0.5
,
y_size
-
0.5
))
gcps
.
append
(
gdal
.
GCP
(
top_right
[
1
],
top_right
[
0
],
0
,
x_size
-
0.5
,
y_size
-
0.5
))
else
:
for
key
,
value
in
coords
.
items
():
# assume points are labeled correctly and image not necessarily north up, access border points as mid-pixels and use them as GCPs
if
"
bottom_left
"
in
key
.
lower
()
or
"
bottom_right
"
in
key
.
lower
():
if
orbit_direction
!=
"
descending
"
:
y
=
0.5
else
:
y
=
dst
.
RasterYSize
-
0.5
else
:
if
orbit_direction
!=
"
descending
"
:
y
=
dst
.
RasterYSize
-
0.5
else
:
y
=
0.5
if
"
bottom_left
"
in
key
.
lower
()
or
"
top_left
"
in
key
.
lower
():
if
orbit_direction
!=
"
descending
"
:
x
=
0.5
else
:
x
=
dst
.
RasterXSize
-
0.5
else
:
if
orbit_direction
!=
"
descending
"
:
x
=
dst
.
RasterXSize
-
0.5
else
:
x
=
0.5
gcps
.
append
(
gdal
.
GCP
(
value
[
1
],
value
[
0
],
0
,
x
,
y
))
bl
,
br
,
tl
,
tr
=
coords
x_left
=
x_size
-
0.5
x_right
=
0.5
y_bottom
=
0.5
y_top
=
y_size
-
0.5
if
orbit_direction
==
'
descending
'
:
x_left
,
x_right
=
x_right
,
x_left
y_bottom
,
y_top
=
y_top
,
y_bottom
gcps
.
extend
([
gdal
.
GCP
(
bl
[
1
],
bl
[
0
],
0
,
x_left
,
y_bottom
),
gdal
.
GCP
(
br
[
1
],
br
[
0
],
0
,
x_right
,
y_bottom
),
gdal
.
GCP
(
tl
[
1
],
tl
[
0
],
0
,
x_left
,
y_top
),
gdal
.
GCP
(
tr
[
1
],
tr
[
0
],
0
,
x_right
,
y_top
),
])
return
gcps
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