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Elphel
imagej-elphel
Commits
26e9b649
Commit
26e9b649
authored
Jan 16, 2022
by
Andrey Filippov
Browse files
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Multiple ref scenes
parent
1ff463f4
Changes
5
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5 changed files
with
230 additions
and
124 deletions
+230
-124
EyesisCorrectionParameters.java
...com/elphel/imagej/cameras/EyesisCorrectionParameters.java
+38
-0
Eyesis_Correction.java
.../java/com/elphel/imagej/correction/Eyesis_Correction.java
+4
-1
BiQuadParameters.java
...ava/com/elphel/imagej/tileprocessor/BiQuadParameters.java
+4
-4
OpticalFlow.java
...ain/java/com/elphel/imagej/tileprocessor/OpticalFlow.java
+69
-35
TwoQuadCLT.java
...main/java/com/elphel/imagej/tileprocessor/TwoQuadCLT.java
+115
-84
No files found.
src/main/java/com/elphel/imagej/cameras/EyesisCorrectionParameters.java
View file @
26e9b649
...
...
@@ -170,12 +170,16 @@ public class EyesisCorrectionParameters {
public
boolean
clt_batch_pose_pairs_main
=
false
;
// calculate pair-wise camera poses
public
boolean
clt_batch_pose_last_main
=
false
;
// calculate camera poses realtive to the last scene
public
boolean
clt_batch_pose_scene_main
=
false
;
// calculate camera poses relative to all other ones
public
int
clt_batch_offset_main
=
0
;
// when selecting multiple reference scene, offset from the last one
public
int
clt_batch_step_main
=
3
;
// step (decreasing timestamp) to select reference frames in a sequence
public
boolean
clt_batch_ml_last_main
=
false
;
// export ML files for the last (reference scene)
public
boolean
clt_batch_ml_all_main
=
false
;
// export ML files for all available reference scenes
public
boolean
clt_batch_pose_pairs_aux
=
false
;
// calculate pair-wise camera poses
public
boolean
clt_batch_pose_last_aux
=
false
;
// calculate camera poses realtive to the last scene
public
boolean
clt_batch_pose_scene_aux
=
false
;
// calculate camera poses relative to all other ones
public
int
clt_batch_offset_aux
=
0
;
// when selecting multiple reference scene, offset from the last one
public
int
clt_batch_step_aux
=
10
;
// step (decreasing timestamp) to select reference frames in a sequence
public
boolean
clt_batch_ml_last_aux
=
false
;
// export ML files for the last (reference scene)
public
boolean
clt_batch_ml_all_aux
=
false
;
// export ML files for all available reference scenes
...
...
@@ -325,6 +329,10 @@ public class EyesisCorrectionParameters {
cp
.
clt_batch_pose_pairs_main
=
this
.
clt_batch_pose_pairs_main
;
cp
.
clt_batch_pose_last_main
=
this
.
clt_batch_pose_last_main
;
cp
.
clt_batch_pose_scene_main
=
this
.
clt_batch_pose_scene_main
;
cp
.
clt_batch_offset_main
=
this
.
clt_batch_offset_main
;
cp
.
clt_batch_step_main
=
this
.
clt_batch_step_main
;
cp
.
clt_batch_ml_last_main
=
this
.
clt_batch_ml_last_main
;
cp
.
clt_batch_ml_all_main
=
this
.
clt_batch_ml_all_main
;
...
...
@@ -332,6 +340,8 @@ public class EyesisCorrectionParameters {
cp
.
clt_batch_pose_pairs_aux
=
this
.
clt_batch_pose_pairs_aux
;
cp
.
clt_batch_pose_last_aux
=
this
.
clt_batch_pose_last_aux
;
cp
.
clt_batch_pose_scene_aux
=
this
.
clt_batch_pose_scene_aux
;
cp
.
clt_batch_offset_aux
=
this
.
clt_batch_offset_aux
;
cp
.
clt_batch_step_aux
=
this
.
clt_batch_step_aux
;
cp
.
clt_batch_ml_last_aux
=
this
.
clt_batch_ml_last_aux
;
cp
.
clt_batch_ml_all_aux
=
this
.
clt_batch_ml_all_aux
;
...
...
@@ -520,12 +530,18 @@ public class EyesisCorrectionParameters {
properties
.
setProperty
(
prefix
+
"clt_batch_pose_pairs_main"
,
this
.
clt_batch_pose_pairs_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_pose_last_main"
,
this
.
clt_batch_pose_last_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_pose_scene_main"
,
this
.
clt_batch_pose_scene_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_offset_main"
,
this
.
clt_batch_offset_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_step_main"
,
this
.
clt_batch_step_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_ml_last_main"
,
this
.
clt_batch_ml_last_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_ml_all_main"
,
this
.
clt_batch_ml_all_main
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_pose_pairs_aux"
,
this
.
clt_batch_pose_pairs_aux
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_pose_last_aux"
,
this
.
clt_batch_pose_last_aux
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_pose_scene_aux"
,
this
.
clt_batch_pose_scene_aux
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_offset_aux"
,
this
.
clt_batch_offset_aux
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_step_aux"
,
this
.
clt_batch_step_aux
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_ml_last_aux"
,
this
.
clt_batch_ml_last_aux
+
""
);
properties
.
setProperty
(
prefix
+
"clt_batch_ml_all_aux"
,
this
.
clt_batch_ml_all_aux
+
""
);
...
...
@@ -693,12 +709,16 @@ public class EyesisCorrectionParameters {
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_pairs_main"
)!=
null
)
this
.
clt_batch_pose_pairs_main
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_pairs_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_last_main"
)!=
null
)
this
.
clt_batch_pose_last_main
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_last_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_scene_main"
)!=
null
)
this
.
clt_batch_pose_scene_main
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_scene_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_offset_main"
)!=
null
)
this
.
clt_batch_offset_main
=
Integer
.
parseInt
(
properties
.
getProperty
(
prefix
+
"clt_batch_offset_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_step_main"
)!=
null
)
this
.
clt_batch_step_main
=
Integer
.
parseInt
(
properties
.
getProperty
(
prefix
+
"clt_batch_step_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_last_main"
)!=
null
)
this
.
clt_batch_ml_last_main
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_last_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_all_main"
)!=
null
)
this
.
clt_batch_ml_all_main
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_all_main"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_pairs_aux"
)!=
null
)
this
.
clt_batch_pose_pairs_aux
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_pairs_aux"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_last_aux"
)!=
null
)
this
.
clt_batch_pose_last_aux
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_last_aux"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_scene_aux"
)!=
null
)
this
.
clt_batch_pose_scene_aux
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_pose_scene_aux"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_offset_aux"
)!=
null
)
this
.
clt_batch_offset_aux
=
Integer
.
parseInt
(
properties
.
getProperty
(
prefix
+
"clt_batch_offset_aux"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_step_aux"
)!=
null
)
this
.
clt_batch_step_aux
=
Integer
.
parseInt
(
properties
.
getProperty
(
prefix
+
"clt_batch_step_aux"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_last_aux"
)!=
null
)
this
.
clt_batch_ml_last_aux
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_last_aux"
));
if
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_all_aux"
)!=
null
)
this
.
clt_batch_ml_all_aux
=
Boolean
.
parseBoolean
(
properties
.
getProperty
(
prefix
+
"clt_batch_ml_all_aux"
));
...
...
@@ -1086,6 +1106,7 @@ public class EyesisCorrectionParameters {
gd
.
addMessage
(
"============ LWIR16 processing ============"
);
gd
.
addCheckbox
(
"Skip scenes processing"
,
this
.
clt_batch_skip_scenes
,
"Skip all per-scene processing, go directly to processing sequences"
);
gd
.
addMessage
(
"============ RGB cameras ============"
);
gd
.
addCheckbox
(
"RGB: Calculate pair-wise camera poses"
,
this
.
clt_batch_pose_pairs_main
,
"RGB: Relative poses are calculated for pairs of consecututive scenes. Requires DSI for each scene"
);
...
...
@@ -1093,6 +1114,13 @@ public class EyesisCorrectionParameters {
"RGB: Relative camera poses to the reference (last) scene"
);
gd
.
addCheckbox
(
"RGB: Scene poses relative to others"
,
this
.
clt_batch_pose_scene_main
,
"RGB: Camera poses relative to all other scenes in the series, not just relative to the latest (not yet implemented)"
);
gd
.
addNumericField
(
"RGB: Offset latest reference scene"
,
this
.
clt_batch_offset_main
,
0
,
3
,
"scenes"
,
"When selecting multiple reference scenes for ML files generation, offset from the last scene in the series"
);
gd
.
addNumericField
(
"RGB: Step between reference scenes"
,
this
.
clt_batch_step_main
,
0
,
3
,
"scenes"
,
"When selecting multiple reference scenes for ML files generation, step between scenes"
);
gd
.
addCheckbox
(
"RGB: Generate ML files for the last scene"
,
this
.
clt_batch_ml_last_main
,
"RGB: Generate ML output files for the last scene, requres 'Scene poses relative to the last'"
);
gd
.
addCheckbox
(
"RGB: Generate ML files for each scene"
,
this
.
clt_batch_ml_all_main
,
...
...
@@ -1105,6 +1133,12 @@ public class EyesisCorrectionParameters {
"LWIR: Relative camera poses to the reference (last) scene"
);
gd
.
addCheckbox
(
"LWIR: Scene poses relative to others"
,
this
.
clt_batch_pose_scene_aux
,
"LWIR: Camera poses relative to all other scenes in the series, not just relative to the latest (not yet implemented)"
);
gd
.
addNumericField
(
"LWIR: Offset latest reference scene"
,
this
.
clt_batch_offset_aux
,
0
,
3
,
"scenes"
,
"When selecting multiple reference scenes for ML files generation, offset from the last scene in the series"
);
gd
.
addNumericField
(
"LWIR: Step between reference scenes"
,
this
.
clt_batch_step_aux
,
0
,
3
,
"scenes"
,
"When selecting multiple reference scenes for ML files generation, step between scenes"
);
gd
.
addCheckbox
(
"LWIR: Generate ML files for the last scene"
,
this
.
clt_batch_ml_last_aux
,
"LWIR: Generate ML output files for the last scene, requres 'Scene poses relative to the last'"
);
gd
.
addCheckbox
(
"LWIR: Generate ML files for each scene"
,
this
.
clt_batch_ml_all_aux
,
...
...
@@ -1200,12 +1234,16 @@ public class EyesisCorrectionParameters {
this
.
clt_batch_pose_pairs_main
=
gd
.
getNextBoolean
();
this
.
clt_batch_pose_last_main
=
gd
.
getNextBoolean
();
this
.
clt_batch_pose_scene_main
=
gd
.
getNextBoolean
();
this
.
clt_batch_offset_main
=
(
int
)
gd
.
getNextNumber
();
this
.
clt_batch_step_main
=
(
int
)
gd
.
getNextNumber
();
this
.
clt_batch_ml_last_main
=
gd
.
getNextBoolean
();
this
.
clt_batch_ml_all_main
=
gd
.
getNextBoolean
();
this
.
clt_batch_pose_pairs_aux
=
gd
.
getNextBoolean
();
this
.
clt_batch_pose_last_aux
=
gd
.
getNextBoolean
();
this
.
clt_batch_pose_scene_aux
=
gd
.
getNextBoolean
();
this
.
clt_batch_offset_aux
=
(
int
)
gd
.
getNextNumber
();
this
.
clt_batch_step_aux
=
(
int
)
gd
.
getNextNumber
();
this
.
clt_batch_ml_last_aux
=
gd
.
getNextBoolean
();
this
.
clt_batch_ml_all_aux
=
gd
.
getNextBoolean
();
...
...
src/main/java/com/elphel/imagej/correction/Eyesis_Correction.java
View file @
26e9b649
...
...
@@ -6967,7 +6967,9 @@ public class Eyesis_Correction implements PlugIn, ActionListener {
ColorProcParameters
colorProcParameters
=
use_aux
?
COLOR_PROC_PARAMETERS_AUX
:
COLOR_PROC_PARAMETERS
;
try
{
TWO_QUAD_CLT
.
interSeriesLMA
(
quadCLT
,
// QUAD_CLT, // QuadCLT quadCLT_main,
// QUAD_CLT_AUX, // QuadCLT quadCLT_aux,
-
1
,
// int ref_index,
0
,
// int ref_step,
CLT_PARAMETERS
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
DEBAYER_PARAMETERS
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters
,
// COLOR_PROC_PARAMETERS, //EyesisCorrectionParameters.ColorProcParameters
...
...
@@ -7144,6 +7146,7 @@ public class Eyesis_Correction implements PlugIn, ActionListener {
TWO_QUAD_CLT
.
interIntraExportML
(
quadCLT
,
// QuadCLT quadCLT_main,
-
1
,
// use last // int indx_ref, // = num_scenes - 1;
0
,
// int ref_step,
CLT_PARAMETERS
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
DEBAYER_PARAMETERS
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters
,
// EyesisCorrectionParameters.ColorProcParameters colorProcParameters,
...
...
src/main/java/com/elphel/imagej/tileprocessor/BiQuadParameters.java
View file @
26e9b649
...
...
@@ -250,10 +250,10 @@ public class BiQuadParameters {
// calculating GT
public
double
mll_min_disp_change_pre
=
0.0
1
;
// stop re-measure when difference is below
public
int
mll_max_refines_pre
=
10
;
public
double
mll_min_disp_change_lma
=
0.00
1
;
// stop re-measure when difference is below
public
int
mll_max_refines_lma
=
5
;
public
double
mll_min_disp_change_pre
=
0.0
3
;
// stop re-measure when difference is below, no-LMA, 40 pairs
public
int
mll_max_refines_pre
=
5
;
public
double
mll_min_disp_change_lma
=
0.00
3
;
// stop re-measure when difference is below, LMA, 120 pairs
public
int
mll_max_refines_lma
=
4
;
public
boolean
mll_generate_scene_outlines
=
false
;
// Uses 2 GB - change format, add dimensions (separate color for ref)
// Exporting ML files
...
...
src/main/java/com/elphel/imagej/tileprocessor/OpticalFlow.java
View file @
26e9b649
...
...
@@ -32,6 +32,9 @@ import java.util.Comparator;
import
java.util.concurrent.atomic.AtomicBoolean
;
import
java.util.concurrent.atomic.AtomicInteger
;
import
java.util.concurrent.atomic.DoubleAccumulator
;
import
org.apache.commons.math3.complex.Quaternion
;
import
java.util.concurrent.ThreadLocalRandom
;
import
com.elphel.imagej.cameras.CLTParameters
;
...
...
@@ -3054,7 +3057,7 @@ public class OpticalFlow {
debug_level
+
1
);
}
}
/*
public void adjustSeries(
CLTParameters clt_parameters,
double k_prev,
...
...
@@ -3091,26 +3094,6 @@ public class OpticalFlow {
double [] new_from_last_xyz = ers_scene_last_known.getSceneXYZ(scene_ts);
double [] new_from_last_atr = ers_scene_last_known.getSceneATR(scene_ts);
/*
double [][] last_from_new = ErsCorrection.invertXYZATR(new_from_last_xyz, new_from_last_atr);
double [][] vfy_new_from_last = ErsCorrection.invertXYZATR(last_from_new[0], last_from_new[1]);
System.out.println(new_from_last_xyz[0]+","+new_from_last_xyz[1]+","+new_from_last_xyz[2]+","+
new_from_last_atr[0]+","+new_from_last_atr[1]+","+new_from_last_atr[2]);
System.out.println(last_from_new[0][0]+","+last_from_new[0][1]+","+last_from_new[0][2]+","+
last_from_new[1][0]+","+last_from_new[1][1]+","+last_from_new[1][2]);
System.out.println(vfy_new_from_last[0][0]+","+vfy_new_from_last[0][1]+","+vfy_new_from_last[0][2]+","+
vfy_new_from_last[1][0]+","+vfy_new_from_last[1][1]+","+vfy_new_from_last[1][2]);
double [][] last_from_new1 = ErsCorrection.invertXYZATR(vfy_new_from_last[0],vfy_new_from_last[1]);
double [][] vfy_new_from_last1 = ErsCorrection.invertXYZATR(last_from_new1[0], last_from_new1[1]);
System.out.println(last_from_new1[0][0]+","+last_from_new1[0][1]+","+last_from_new1[0][2]+","+
last_from_new1[1][0]+","+last_from_new1[1][1]+","+last_from_new1[1][2]);
System.out.println(vfy_new_from_last1[0][0]+","+vfy_new_from_last1[0][1]+","+vfy_new_from_last1[0][2]+","+
vfy_new_from_last1[1][0]+","+vfy_new_from_last1[1][1]+","+vfy_new_from_last1[1][2]);
*/
// combine two rotations and two translations
System.out.println("Processing scene "+i+": "+scene_QuadClt.getImageName());
double [][] combo_XYZATR = ErsCorrection.combineXYZATR(
...
...
@@ -3187,7 +3170,7 @@ public class OpticalFlow {
System.out.println("adjustSeries() Done.");
}
}
*/
public
void
adjustSeries
(
CLTParameters
clt_parameters
,
double
k_prev
,
...
...
@@ -3196,13 +3179,16 @@ public class OpticalFlow {
int
debug_level
)
{
if
(
ref_index
<
0
)
{
ref_index
+=
scenes
.
length
;
}
double
[][][]
scenes_xyzatr
=
new
double
[
scenes
.
length
][][];
// previous scene relative to the next one
QuadCLT
reference_QuadClt
=
scenes
[
ref_index
];
// scenes.length-1]; // last acquired
ErsCorrection
ers_reference
=
reference_QuadClt
.
getErsCorrection
();
// modify LMA parameters to freeze reference ERS, remove pull on scene ERS
boolean
[]
param_select2
=
clt_parameters
.
ilp
.
ilma_lma_select
.
clone
();
// final boolean[] param_select,
double
[]
param_regweights2
=
clt_parameters
.
ilp
.
ilma_regularization_weights
;
// final double [] param_regweights,
boolean
delete_scene_asap
=
(
debug_level
<
10
);
// to save memory
boolean
delete_scene_asap
=
false
;
//
(debug_level < 10); // to save memory
// freeze reference ERS, free scene ERS
for
(
int
j
=
0
;
j
<
3
;
j
++)
{
param_select2
[
ErsCorrection
.
DP_DVX
+
j
]
=
false
;
...
...
@@ -3344,7 +3330,7 @@ public class OpticalFlow {
reference_QuadClt
.
saveInterProperties
(
// save properties for interscene processing (extrinsics, ers, ...)
null
,
// String path, // full name with extension or w/o path to use x3d directory
debug_level
+
1
);
if
(!
delete_scene_asap
&&
(
debug_level
>
-
1
))
{
if
(!
delete_scene_asap
&&
(
debug_level
>
1000
))
{
// Null pointer at compareRefSceneTiles ->ers_scene.setupERS();-> Quaternion quat_center1 = ...
System
.
out
.
println
(
"adjustSeries(): preparing image set..."
);
int
nscenes
=
scenes
.
length
;
int
indx_ref
=
nscenes
-
1
;
...
...
@@ -3987,8 +3973,8 @@ public class OpticalFlow {
)
{
// empiric correction for both lma and non-lma step
double
corr_nonlma
=
1.23
;
double
corr_lma
=
1.23
;
double
corr_nonlma
=
1.
0
;
// 1.
23;
double
corr_lma
=
1.
0
;
// 1.
23;
// reference scene is always added to tghe end, even is out of timestamp order
int
indx_ref
=
scenes
.
length
-
1
;
// Always added to the end even if out-of order
QuadCLT
ref_scene
=
scenes
[
indx_ref
];
// ordered by increasing timestamps
...
...
@@ -4110,7 +4096,16 @@ public class OpticalFlow {
clt_parameters
.
img_dtt
.
setMcorrDia
(
num_sensors
,
true
);
// remove even more?
boolean
save_run_lma
=
clt_parameters
.
correlate_lma
;
clt_parameters
.
correlate_lma
=
false
;
double
[]
disp_err
=
new
double
[
combo_dsn
[
0
].
length
];
// last time measure disparity error from correlation (scaled for CM)
double
[]
corr_scale
=
new
double
[
combo_dsn
[
0
].
length
];
// applied correction scale
boolean
[]
was_lma
=
new
boolean
[
combo_dsn
[
0
].
length
];
// previous measurement used LMA (not to match LMA/non-LMA measurements)
Arrays
.
fill
(
disp_err
,
Double
.
NaN
);
Arrays
.
fill
(
corr_scale
,
1.0
);
double
min_scale
=
0.75
,
max_scale
=
1.5
;
// reset correction scale to 1.0 if calculated is too big/small (jumping FG/BG)
double
[][]
dbg_corr_scale
=
null
;
if
(
debug_level
>
0
)
{
dbg_corr_scale
=
new
double
[
max_refines
][];
}
for
(
int
nrefine
=
0
;
nrefine
<
max_refines
;
nrefine
++)
{
if
(
nrefine
==
clt_parameters
.
rig
.
mll_max_refines_pre
)
{
min_disp_change
=
clt_parameters
.
rig
.
mll_min_disp_change_lma
;
...
...
@@ -4144,7 +4139,7 @@ public class OpticalFlow {
false
,
// final boolean no_map, // do not generate disparity_map (time-consuming LMA)
debug_level
-
8
);
// final int debug_level)
if
(
debug_level
>
-
3
)
{
if
(
debug_level
>
0
)
{
//
-3) {
(
new
ShowDoubleFloatArrays
()).
showArrays
(
disparity_map
,
tilesX
,
...
...
@@ -4162,16 +4157,31 @@ public class OpticalFlow {
Arrays
.
fill
(
target_disparity
,
Double
.
NaN
);
for
(
int
nTile
=
0
;
nTile
<
combo_dsn_change
[
0
].
length
;
nTile
++)
{
if
(
defined_tiles
[
nTile
])
{
// originally defined, maybe not measured last time
// if (!Double.isNaN(combo_dsn_change[combo_dsn_indx_disp][nTile])) { // remeasured
// if ((map_disparity_lma != null) || !Double.isNaN(map_disparity[nTile])) { // remeasured
if
(!
Double
.
isNaN
(
map_disparity
[
nTile
]))
{
// remeasured
if
((
map_disparity_lma
!=
null
)
&&
!
Double
.
isNaN
(
map_disparity_lma
[
nTile
]))
{
if
(!
Double
.
isNaN
(
map_disparity
[
nTile
]))
{
// re-measured
boolean
is_lma
=
(
map_disparity_lma
!=
null
)
&&
!
Double
.
isNaN
(
map_disparity_lma
[
nTile
]);
if
(
is_lma
)
{
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
]
=
map_disparity_lma
[
nTile
]
*
corr_nonlma
;
}
else
if
(!
Double
.
isNaN
(
map_disparity
[
nTile
]))
{
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
]
=
map_disparity
[
nTile
]
/
clt_parameters
.
ofp
.
magic_scale
*
corr_lma
;
}
if
(!
Double
.
isNaN
(
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
]))
{
combo_dsn_change
[
combo_dsn_indx_disp
][
nTile
]
+=
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
];
// corr_scale[nTile] = 1.0; // use default scale for the error to calculate new target disparity
// will keep previous new_corr_scale value when no previous data or switching non-LMA/LMA. Should be initialized to 1.0
if
(!
Double
.
isNaN
(
disp_err
[
nTile
])
&&
(
is_lma
==
was_lma
[
nTile
]))
{
// current target_disparity: combo_dsn_change[combo_dsn_indx_disp][nTile]
double
this_target_disparity
=
combo_dsn_change
[
combo_dsn_indx_disp
][
nTile
];
double
previous_target_disparity
=
this_target_disparity
-
corr_scale
[
nTile
]
*
disp_err
[
nTile
];
double
prev_disp_err
=
disp_err
[
nTile
];
double
this_disp_err
=
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
];
double
new_corr_scale
=
(
previous_target_disparity
-
this_target_disparity
)
/
(
this_disp_err
-
prev_disp_err
);
if
((
new_corr_scale
<=
max_scale
)
&&
(
new_corr_scale
>=
min_scale
))
{
corr_scale
[
nTile
]
=
new_corr_scale
;
}
}
combo_dsn_change
[
combo_dsn_indx_disp
][
nTile
]
+=
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
]
*
corr_scale
[
nTile
];
was_lma
[
nTile
]
=
is_lma
;
combo_dsn_change
[
combo_dsn_indx_strength
][
nTile
]
=
map_strength
[
nTile
];
// combine CM/LMA
combo_dsn_final
[
combo_dsn_indx_disp
][
nTile
]
=
combo_dsn_change
[
combo_dsn_indx_disp
][
nTile
];
...
...
@@ -4183,18 +4193,33 @@ public class OpticalFlow {
combo_dsn_final
[
combo_dsn_indx_valid
][
nTile
]
=
combo_dsn
[
combo_dsn_indx_valid
][
nTile
];
// not much sense
combo_dsn_final
[
combo_dsn_indx_change
][
nTile
]
=
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
];
}
disp_err
[
nTile
]
=
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
];
if
(
Math
.
abs
(
combo_dsn_change
[
combo_dsn_indx_change
][
nTile
])
>=
min_disp_change
)
{
target_disparity
[
nTile
]
=
combo_dsn_change
[
combo_dsn_indx_disp
][
nTile
];
target_disparity
[
nTile
]
=
combo_dsn_change
[
combo_dsn_indx_disp
][
nTile
]
;
num_tomeas
++;
}
else
{
num_tomeas
+=
0
;
}
}
else
{
// originally defined, but not re-measured
num_tomeas
+=
0
;
}
}
}
if
(
dbg_corr_scale
!=
null
)
{
dbg_corr_scale
[
nrefine
]
=
corr_scale
.
clone
();
}
/*
System.arraycopy(combo_dsn_change[combo_dsn_indx_change], 0, prev_diff, 0, combo_dsn_change[combo_dsn_indx_change].length); // lma
System.arraycopy(combo_dsn_change[combo_dsn_indx_strength], 0, prev_strength, 0, combo_dsn_change[combo_dsn_indx_change].length); // lma
if (map_disparity_lma != null) {
for (int nTile =0; nTile < prev_lma.length; nTile++) {
prev_lma[nTile] = !Double.isNaN(map_disparity_lma[nTile]);
}
}
*/
// Copy disparity to disparity_lma and just mask out tiles with no LMA data (keep all if LMA did not run at all)
System
.
arraycopy
(
combo_dsn_change
[
combo_dsn_indx_disp
],
0
,
combo_dsn_change
[
combo_dsn_indx_lma
],
0
,
combo_dsn_change
[
combo_dsn_indx_disp
].
length
);
// lma
if
(
map_disparity_lma
!=
null
)
{
...
...
@@ -4224,8 +4249,17 @@ public class OpticalFlow {
if
(
num_tomeas
==
0
)
{
break
;
}
}
if
(
dbg_corr_scale
!=
null
)
{
(
new
ShowDoubleFloatArrays
()).
showArrays
(
dbg_corr_scale
,
tilesX
,
tilesY
,
true
,
"Correction scales"
);
}
// Do above twice: with 40 pairs, no-lma and then with all pairs+LMA
if
(
debug_level
>
1
)
{
...
...
src/main/java/com/elphel/imagej/tileprocessor/TwoQuadCLT.java
View file @
26e9b649
...
...
@@ -8394,6 +8394,7 @@ if (debugLevel > -100) return true; // temporarily !
}
/*
public void interSeriesLMA(
QuadCLT quadCLT_main, // tiles should be set
CLTParameters clt_parameters,
...
...
@@ -8457,10 +8458,12 @@ if (debugLevel > -100) return true; // temporarily !
clt_parameters.ofp.debug_level_optical); // 1); // -1); // int debug_level);
System.out.println("End of interSeriesLMA()");
}
*/
public
void
interSeriesLMA
(
QuadCLT
quadCLT_main
,
// tiles should be set
int
ref_index
,
int
ref_index
,
// -1 - last
int
ref_step
,
CLTParameters
clt_parameters
,
EyesisCorrectionParameters
.
DebayerParameters
debayerParameters
,
ColorProcParameters
colorProcParameters
,
...
...
@@ -8504,22 +8507,29 @@ if (debugLevel > -100) return true; // temporarily !
updateStatus
,
// boolean updateStatus,
debugLevel
);
// int debugLevel)
}
if
(
ref_index
<
0
)
{
ref_index
+=
quadCLTs
.
length
;
}
OpticalFlow
opticalFlow
=
new
OpticalFlow
(
quadCLT_main
.
getNumSensors
(),
clt_parameters
.
ofp
.
scale_no_lma_disparity
,
// double scale_no_lma_disparity,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
);
// boolean updateStatus);
opticalFlow
.
adjustSeries
(
clt_parameters
,
// CLTParameters clt_parameters,
clt_parameters
.
ofp
.
k_prev
,
// k_prev,\
// FIXME: *********** update adjustSeries to use QUADCLTCPU ! **********
// (QuadCLT [])
quadCLTs
,
// QuadCLT [] scenes, // ordered by increasing timestamps
ref_index
,
// int ref_index,
clt_parameters
.
ofp
.
debug_level_optical
);
// 1); // -1); // int debug_level);
for
(
int
ri
=
ref_index
;
ri
>=
0
;
ri
-=
ref_step
)
{
OpticalFlow
opticalFlow
=
new
OpticalFlow
(
quadCLT_main
.
getNumSensors
(),
clt_parameters
.
ofp
.
scale_no_lma_disparity
,
// double scale_no_lma_disparity,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
);
// boolean updateStatus);
opticalFlow
.
adjustSeries
(
clt_parameters
,
// CLTParameters clt_parameters,
clt_parameters
.
ofp
.
k_prev
,
// k_prev,\
// FIXME: *********** update adjustSeries to use QUADCLTCPU ! **********
// (QuadCLT [])
quadCLTs
,
// QuadCLT [] scenes, // ordered by increasing timestamps
ri
,
// ref_index, // int ref_index,
clt_parameters
.
ofp
.
debug_level_optical
);
// 1); // -1); // int debug_level);
if
(
ref_step
<=
0
)
{
break
;
}
}
System
.
out
.
println
(
"End of interSeriesLMA()"
);
}
...
...
@@ -9008,7 +9018,8 @@ if (debugLevel > -100) return true; // temporarily !
public
void
interIntraExportML
(
QuadCLT
quadCLT_main
,
// tiles should be set
int
indx_ref
,
// = num_scenes - 1;
int
ref_index
,
// = num_scenes - 1;
int
ref_step
,
CLTParameters
clt_parameters
,
EyesisCorrectionParameters
.
DebayerParameters
debayerParameters
,
ColorProcParameters
colorProcParameters
,
...
...
@@ -9036,64 +9047,64 @@ if (debugLevel > -100) return true; // temporarily !
return
;
}
QuadCLT
.
SetChannels
[]
set_channels
=
quadCLT_main
.
setChannels
(
debugLevel
);
// TODO: use just the last one (to need this is no time)
if
(
indx_ref
<
0
0
)
{
indx_ref
=
set_channels
.
length
+
indx_ref
;
// count from the last
if
(
ref_index
<
0
)
{
ref_index
=
set_channels
.
length
+
ref_index
;
// count from the last
}
QuadCLT
ref_quadCLT
=
quadCLT_main
.
spawnQuadCLT
(
// gets all relative poses (98)
// set_channels[set_channels.length-1].set_name,
set_channels
[
indx_ref
].
set_name
,
clt_parameters
,
colorProcParameters
,
//
threadsMax
,
clt_parameters
.
inp
.
noise_debug_level
);
// debugLevel);
// temporarily fix wrong sign:
// ErsCorrection ers = (ErsCorrection) (ref_quadCLT.getGeometryCorrection());
ref_quadCLT
.
setDSRBG
(
// runs GPU to calculate average R,B,G
clt_parameters
,
// CLTParameters clt_parameters,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
,
// boolean updateStatus,
clt_parameters
.
inp
.
noise_debug_level
);
// debugLevel); // int debugLevel)
OpticalFlow
opticalFlow
=
new
OpticalFlow
(
quadCLT_main
.
getNumSensors
(),
clt_parameters
.
ofp
.
scale_no_lma_disparity
,
// double scale_no_lma_disparity,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
);
ErsCorrection
ers_reference
=
ref_quadCLT
.
getErsCorrection
();
String
[]
sts
=
ref_only
?
(
new
String
[
0
])
:
ers_reference
.
getScenes
();
// others, referenced by reference
// get list of all other scenes
int
num_scenes
=
sts
.
length
+
1
;
// including reference
// int indx_ref = num_scenes - 1;
// if (indx_ref < 0) {
// indx_ref = num_scenes - 1;
// }
QuadCLT
[]
scenes
=
new
QuadCLT
[
num_scenes
];
scenes
[
scenes
.
length
-
1
]
=
ref_quadCLT
;
// always added to the end, even if out of order
for
(
int
i
=
0
;
i
<
sts
.
length
;
i
++)
{
scenes
[
i
]
=
ref_quadCLT
.
spawnQuadCLT
(
// spawnQuadCLT(
sts
[
i
],
for
(
int
indx_ref
=
ref_index
;
indx_ref
>=
0
;
indx_ref
-=
ref_step
)
{
QuadCLT
ref_quadCLT
=
quadCLT_main
.
spawnQuadCLT
(
// gets all relative poses (98)
set_channels
[
indx_ref
].
set_name
,
clt_parameters
,
colorProcParameters
,
//
threadsMax
,
-
1
);
// debug_level);
scenes
[
i
].
setDSRBG
(
clt_parameters
.
inp
.
noise_debug_level
);
// debugLevel);
// temporarily fix wrong sign:
// ErsCorrection ers = (ErsCorrection) (ref_quadCLT.getGeometryCorrection());
ref_quadCLT
.
setDSRBG
(
// runs GPU to calculate average R,B,G
clt_parameters
,
// CLTParameters clt_parameters,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
,
// boolean updateStatus,
-
1
);
// debug_level); // int debugLevel)
clt_parameters
.
inp
.
noise_debug_level
);
// debugLevel); // int debugLevel)
OpticalFlow
opticalFlow
=
new
OpticalFlow
(
quadCLT_main
.
getNumSensors
(),
clt_parameters
.
ofp
.
scale_no_lma_disparity
,
// double scale_no_lma_disparity,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
);
ErsCorrection
ers_reference
=
ref_quadCLT
.
getErsCorrection
();
String
[]
sts
=
ref_only
?
(
new
String
[
0
])
:
ers_reference
.
getScenes
();
// others, referenced by reference
// get list of all other scenes
int
num_scenes
=
sts
.
length
+
1
;
// including reference
// int indx_ref = num_scenes - 1;
// if (indx_ref < 0) {
// indx_ref = num_scenes - 1;
// }
QuadCLT
[]
scenes
=
new
QuadCLT
[
num_scenes
];
scenes
[
scenes
.
length
-
1
]
=
ref_quadCLT
;
// always added to the end, even if out of order
for
(
int
i
=
0
;
i
<
sts
.
length
;
i
++)
{
scenes
[
i
]
=
ref_quadCLT
.
spawnQuadCLT
(
// spawnQuadCLT(
sts
[
i
],
clt_parameters
,
colorProcParameters
,
//
threadsMax
,
-
1
);
// debug_level);
scenes
[
i
].
setDSRBG
(
clt_parameters
,
// CLTParameters clt_parameters,
threadsMax
,
// int threadsMax, // maximal number of threads to launch
updateStatus
,
// boolean updateStatus,
-
1
);
// debug_level); // int debugLevel)
}
// Does not need to specify reference scene - it is always the last even if out of timestamp order
opticalFlow
.
intersceneExport
(
clt_parameters
,
// CLTParameters clt_parameters,
ers_reference
,
// ErsCorrection ers_reference,
scenes
,
// QuadCLT [] scenes,
colorProcParameters
,
// ColorProcParameters colorProcParameters,
clt_parameters
.
inp
.
noise_debug_level
// clt_parameters.ofp.debug_level_optical - 1); // 1); // -1); // int debug_level);
);
}
// Does not need to specify reference scene - it is always the last even if out of timestamp order
opticalFlow
.
intersceneExport
(
clt_parameters
,
// CLTParameters clt_parameters,
ers_reference
,
// ErsCorrection ers_reference,
scenes
,
// QuadCLT [] scenes,
colorProcParameters
,
// ColorProcParameters colorProcParameters,
clt_parameters
.
inp
.
noise_debug_level
// clt_parameters.ofp.debug_level_optical - 1); // 1); // -1); // int debug_level);
);
System
.
out
.
println
(
"End of interIntraExportML()"
);
}
...
...
@@ -11887,6 +11898,8 @@ if (debugLevel > -100) return true; // temporarily !
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_pose_last_main
)
{
interSeriesLMA
(
quadCLT_main
,
// QUAD_CLT, // QuadCLT quadCLT_main,
-
1
,
// int ref_index,
0
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters
,
// COLOR_PROC_PARAMETERS, //EyesisCorrectionParameters.ColorProcParameters
...
...
@@ -11903,9 +11916,11 @@ if (debugLevel > -100) return true; // temporarily !
}
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_pose_scene_main
)
{
int
ref_index
=
50
;
// temporarily, will make evently distributed
int
ref_index_start
=
-
quadCLT_main
.
correctionsParameters
.
clt_batch_offset_main
-
1
;
// 0 means last (pass -1 to interSeriesLMA())
int
ref_index_step
=
quadCLT_main
.
correctionsParameters
.
clt_batch_step_main
;
interSeriesLMA
(
quadCLT_main
,
// QUAD_CLT, // QuadCLT quadCLT_main,
ref_index
,
// int ref_index,
ref_index_start
,
// int ref_index,
ref_index_step
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters
,
// COLOR_PROC_PARAMETERS, //EyesisCorrectionParameters.ColorProcParameters
...
...
@@ -11925,6 +11940,26 @@ if (debugLevel > -100) return true; // temporarily !
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_ml_last_main
)
{
interIntraExportML
(
quadCLT_main
,
// QuadCLT quadCLT_main,
-
1
,
// use last // int indx_ref, // = num_scenes - 1;
0
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters
,
// EyesisCorrectionParameters.ColorProcParameters colorProcParameters,
channelGainParameters
,
// CorrectionColorProc.ColorGainsParameters channelGainParameters,
rgbParameters
,
// EyesisCorrectionParameters.RGBParameters rgbParameters,
equirectangularParameters
,
// EyesisCorrectionParameters.EquirectangularParameters
// equirectangularParameters,
properties
,
// Properties properties,
threadsMax
,
// final int threadsMax, // maximal number of threads to launch
updateStatus
,
// final boolean updateStatus,
debugLevel
);
}
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_ml_all_main
)
{
int
ref_index_start
=
-
quadCLT_main
.
correctionsParameters
.
clt_batch_offset_main
-
1
;
// 0 means last (pass -1 to interSeriesLMA())
int
ref_index_step
=
quadCLT_main
.
correctionsParameters
.
clt_batch_step_main
;
interIntraExportML
(
quadCLT_main
,
// QuadCLT quadCLT_main,
ref_index_start
,
// int ref_index,
ref_index_step
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters
,
// EyesisCorrectionParameters.ColorProcParameters colorProcParameters,
...
...
@@ -11937,6 +11972,7 @@ if (debugLevel > -100) return true; // temporarily !
updateStatus
,
// final boolean updateStatus,
debugLevel
);
}
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_pose_pairs_aux
)
{
TestInterLMA
(
quadCLT_aux
,
// QUAD_CLT, // QuadCLT quadCLT_main,
...
...
@@ -11957,6 +11993,8 @@ if (debugLevel > -100) return true; // temporarily !
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_pose_last_aux
)
{
interSeriesLMA
(
quadCLT_aux
,
// QUAD_CLT, // QuadCLT quadCLT_main,
-
1
,
// int ref_index,
0
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters_aux
,
// COLOR_PROC_PARAMETERS, //EyesisCorrectionParameters.ColorProcParameters
...
...
@@ -11973,9 +12011,11 @@ if (debugLevel > -100) return true; // temporarily !
}
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_pose_scene_aux
)
{
int
ref_index
=
50
;
// temporarily, will make evently distributed
int
ref_index_start
=
-
quadCLT_main
.
correctionsParameters
.
clt_batch_offset_aux
-
1
;
// 0 means last (pass -1 to interSeriesLMA())
int
ref_index_step
=
quadCLT_main
.
correctionsParameters
.
clt_batch_step_aux
;
interSeriesLMA
(
quadCLT_aux
,
// QUAD_CLT, // QuadCLT quadCLT_main,
ref_index
,
// int ref_index,
ref_index_start
,
// int ref_index,
ref_index_step
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters_aux
,
// COLOR_PROC_PARAMETERS, //EyesisCorrectionParameters.ColorProcParameters
...
...
@@ -11994,6 +12034,7 @@ if (debugLevel > -100) return true; // temporarily !
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_ml_last_aux
)
{
interIntraExportML
(
quadCLT_aux
,
// QuadCLT quadCLT_main,
-
1
,
// use last // int indx_ref, // = num_scenes - 1;
0
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters_aux
,
// EyesisCorrectionParameters.ColorProcParameters colorProcParameters,
...
...
@@ -12007,9 +12048,11 @@ if (debugLevel > -100) return true; // temporarily !
debugLevel
);
}
if
(
quadCLT_main
.
correctionsParameters
.
clt_batch_ml_all_aux
)
{
int
ref_index
=
50
;
// temporarily, will make evently distributed
int
ref_index_start
=
-
quadCLT_main
.
correctionsParameters
.
clt_batch_offset_aux
-
1
;
// 0 means last (pass -1 to interSeriesLMA())
int
ref_index_step
=
quadCLT_main
.
correctionsParameters
.
clt_batch_step_aux
;
interIntraExportML
(
quadCLT_aux
,
// QuadCLT quadCLT_main,
ref_index
,
// TODO: Make with some strp from latest, matching clt_batch_pose_scene_aux
ref_index_start
,
// int ref_index,
ref_index_step
,
// int ref_step,
clt_parameters
,
// EyesisCorrectionParameters.DCTParameters dct_parameters,
debayerParameters
,
// EyesisCorrectionParameters.DebayerParameters debayerParameters,
colorProcParameters_aux
,
// EyesisCorrectionParameters.ColorProcParameters colorProcParameters,
...
...
@@ -12022,18 +12065,6 @@ if (debugLevel > -100) return true; // temporarily !
updateStatus
,
// final boolean updateStatus,
debugLevel
);
}
/*
if ((quadCLT_main != null) && (quadCLT_main.getGPU() != null)) { //TODO: is it needed here? WAs not needed before - verify
quadCLT_main.getGPU().resetGeometryCorrection();
quadCLT_main.gpuResetCorrVector(); // .getGPU().resetGeometryCorrectionVector();
quadCLT_main.resetBayer();
}
if ((quadCLT_aux != null) && (quadCLT_aux.getGPU() != null)) {
quadCLT_aux.getGPU().resetGeometryCorrection();
quadCLT_aux.gpuResetCorrVector(); // .getGPU().resetGeometryCorrectionVector();
quadCLT_aux.resetBayer();
}
*/
System
.
out
.
println
(
"batchLwirRig(): processing "
+(
num_main
+
num_aux
)+
" files ("
+
set_channels
.
length
+
" file sets) finished at "
+
IJ
.
d2s
(
0.000000001
*(
System
.
nanoTime
()-
this
.
startTime
),
3
)+
" sec, --- Free memory="
+
Runtime
.
getRuntime
().
freeMemory
()+
" (of "
+
Runtime
.
getRuntime
().
totalMemory
()+
")"
);
...
...
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