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<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
  <title>Scan Recognition Format File (.cht)</title>
  <meta http-equiv="content-type"
 content="text/html; charset=ISO-8859-1">
  <meta name="author" content="Graeme Gill">
</head>
<body>
<h2>Description of the .cht format</h2>
[This is a rather inflexible format, that should really be replaced
with a CGATS style file.]<br>
<br>
The <span style="font-weight: bold;">.cht</span> format file is used
to hold the image recognition information that allows the <a
 href="scanin.html">scanin</a> program to align the input image with
the specified sample boxes.<br>
<br>
A raw <span style="font-weight: bold;">.cht</span> file can be
produced by running <a href="scanin.html">scanin</a>
with the <a href="scanin.html#g">-g</a> option, although this will
then need
cleaning up manually, using a text editor. The cleanup consists of
deleting
any unwanted reference lines from the XLIST and YLISTs, adding the the
sample
box references, and possibly adding the expected sample values.<br>
<br>
The <span style="font-weight: bold;">.cht</span> image recognition
file is usually set up to recognized a scanned test chart that includes
the edges of the chart itself, <span style="font-weight: bold;">not</span>
a cropped version of the chart that excludes the edges of the chart
itself. This is to allow <span style="font-weight: bold;">scanin</span>
to be used with scans that have just be roughly cropped, without
requiring that a scan be treated in detail with an application such as
Adobe Photoshop.<br>
<br>
The keywords and associated data must be used in the following order: <b>BOXES</b>,
<b>BOX_SHRINK</b>, <b>REF_ROTATION</b>, <b>XLIST</b>, <b>YLIST</b>
and <b>EXPECTED</b>.<br>
<br>
The physical units used for boxes and edge lists are arbitrary units
(i.e.
pixels as generated by scanin -g, but could be mm, inches etc. if
created
&nbsp;some other way), the only requirement is that the sample box
definitions need to agree with the X/YLIST definitions. Typically if a
scanned chart is used to build the reference, the units will be pixels
of the scanned chart.<br>
<br>
The <b>BOXES</b> keyword introduces the list of diagnostic and sample
boxes.
The integer following this keyword must be the total number of
diagnostic
and sample boxes, but <span style="font-weight: bold;">not</span>
including any fiducual marks. The lines following the BOXES keyword must
then
contain
the fiducial mark, diagnostic or sample box definitions. Each box
definition line
consists
of 11 space separated parameters, and can generate a grid of sample or
diagnostic
boxes:<br>
<br>
&nbsp;&nbsp; &nbsp;<b>kl lxs lxe lys lye w h xo yo xi yi</b><br>
<br>
with the following usage:<br>
<br>
&nbsp;&nbsp; &nbsp;<b>kl</b> is a key letter.<br>
<br>
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp;&nbsp; <span style="font-weight: bold;">F</span>
is used to define four fiducial mZarks that may be used for manual
alignment of an image to the target. The four marks are nominally a
top left mark, a top right mark, bottom right mark and a bottom left
mark. The parameters are labeled as follows:<br>
&nbsp;<b><br>
&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; </b><b>F _ _ x0 y0 x1 y1 x2 y2
x3 y3<br>
<br>
&nbsp;&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; </b>Where the first two
parameters are not used, and a '_' character should be used as
a place holder, and the follows the X and Y coordinates for the four
fiducial marks.<span style="font-weight: bold;"></span><span
 style="font-weight: bold;"></span> Typically fiducial marks are chosen
to be at the corners of the overall bounding box, or at corner cross
marks on the chart etc. Fiducial marks may be omitted, but in this case
manual alignment cannot be used.<br>
<br>
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;<b>D</b> is used for a diagnostic
box which will show up in the diagnostic raster output, but is not used
as
a sample box.&nbsp; The label information can be arbitrary.<br>
&nbsp;&nbsp; &nbsp;<br>
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;<b>X</b> is used for a sequence
of boxes in which the X label comes first in the concatenated sample
box label.<br>
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;<br>
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;<b>Y</b> is used for a sequence
of boxes in which the Y label comes first in the concatenated sample
box label.<br>
<br>
&nbsp;&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;Boxes are created incrementing in
the X direction fastest, and the Y direction slowest.<br>
<br>
&nbsp;&nbsp; &nbsp;<b>lxs</b> is the X axis starting label. This is
generally a letter or number, and it will be incremented appropriately
to reach <b>lxe</b><br>
<br>
&nbsp;&nbsp; &nbsp;<b>lxe</b> is the X axis ending label. When the X
label reaches this this value (inclusively), the iteration in the X
direction will reset.<br>
<br>
&nbsp;&nbsp; &nbsp;<b>lys</b> is the Y axis starting label. This is
generally a letter or number, and it will be incremented appropriately
to reach <b>lye</b><br>
<br>
&nbsp;&nbsp; &nbsp;<b>lye</b> is the Y axis ending label. When the Y
label reaches this this value (inclusively), the iteration through the
boxes will end.<br>
<br>
&nbsp;&nbsp; &nbsp;The X &amp; Y labels will be concatenated to form
the sample box label.<br>
<br>
&nbsp;&nbsp; &nbsp;A sample label that consists of the character '_' is
treated as a null label (useful for an array that only iterates in one
direction).<br>
<br>
&nbsp;&nbsp; &nbsp;<b>w</b>,<b> h</b> are the width and height of each
box in the array.<br>
<br>
&nbsp;&nbsp; &nbsp;<b>xo</b>, <b>yo</b> are the origin of the top
left
of the array.<br>
<br>
&nbsp;&nbsp; &nbsp;<b>xi</b>, <b>yi</b> are the increments between
each
box in the array.<br>
<br>
A blank line should follow the last box definition line.<br>
<br>
The keyword <b>BOX_SHRINK</b> marks the definition of how much each
sample
box should be shrunk on each edge before sampling the pixel values.
This
allows the sample boxes to be defined at their edges, while allowing a
safety
margin for the pixels actually sampled. The units are the same
arbitrary units
used for the sample box definitions.<br>
<br>
A blank line should follow this keyword.<br>
<br>
The optional <b>REF_ROTATION</b> keyword indicates the rotation in
radians
clockwise of the reference image when the edge lists were generated.
This
amount of rotation is undone to the image before applying the sample
box
location information. The rotation is about the origin
(the
origin is assumed to be upper left corner). If omitted, the reference
rotation
is assumed to be 0.0<br>
<br>
A blank line should follow this keyword.<br>
<br>
The <b>XLIST</b> is a list of vertical edge reference "ticks", along
the
X axis. Ticks are just edge transitions, typically being each edge of
the sample boxes, but should include edges of any features that have
significant width and a length that is at least 50% of the available
space. It is these edge ticks that are used to locate the reference
cells position within the input raster. The integer after the keyword
"XLIST" is the number of entries
in
the list. The first number in the column is the offset of the tick from
the
origin, the second number is used to improve the correlation by
representing
the strength of that "tick" relative to the strongest tick which will
have
a value 1.0. Strength is measured by the relative length of the edge.<br>
<br>
The third number represents the relative number of times this "tick" is
crossed by lines in the other direction. A line is regarded as crossing
if part of it is closer to the "tick" line that half the distance to
the next tick line. The number is normalized so that the largest
crossing count has a weight of
1.0. This may be set to 1.0 if it is not known or easily computed.<br>
<br>
A blank line should follow the last <b>XLIST</b> edge definition.<br>
<br>
The <b>YLIST</b> is same format and details as the <b>XLIST</b>, used
for
horizontal edges.<br>
<br>
The <b>EXPECTED</b> keyword introduces an optional list of <span
 style="text-decoration: underline;">approximate</span>
expected
sample
box color values, allowing better identification of the possible
rotation
of a chart, particularly if it has no asymmetric patch shapes or
locations
in the chart. Following the keyword should either be <b>XYZ</b> or <b>LAB</b>,
depending on the color space used to describe the reference values,
then
an integer indicating the number of entries in the list.<br>
<br>
Each following expected color entry consists of four values. The first
is
the sample box label, which should correspond to one of those defined
by
the <b>BOXES</b> entry above. It is an error if no corresponding box
has
been defined. The remaining three values are the <span
 style="text-decoration: underline;">approximate</span> XYZ or
L*a*b*
color value expected for that sample box. The XYZ values are assumed to
be
scaled to a maximum Y value of 100. An expected color value doesn't
have
to be provided for every defined sample box, nor is it expected to be
accurate - it just has to represent the approximate expected color.
(Actual chart reference values are provided as a separate CGATS file to
<a href="scanin.html"><span style="font-weight: bold;">scanin</span></a>).<br>
<br>
A blank line should follow the last <b>EXPECTED</b> box value.<br>
<br>
<br>
<hr size="2" width="100%"><br>
The following is an example .cht file, suitable for a typical Q60 IT8
scan target.<br>
<tt><br>
<font size="-1"> BOXES 290<br>
&nbsp; F _ _ _ _ 1 1&nbsp; 615.5 1.5&nbsp; 615 409<br>
&nbsp; D ALL ALL _ _ 615 409 1 1 0 0<br>
&nbsp; D MARK MARK _ _ 14 14 1 1 0 0<br>
&nbsp; Y 01 22 A L 25.625 25.625 26.625 26.625 25.625 25.625<br>
&nbsp; X GS00 GS23 _ _ 25.625 51.25 0.0 358.75 25.625 0.0<br>
<br>
BOX_SHRINK 3.0<br>
<br>
REF_ROTATION -0.002006<br>
<br>
XLIST 32<br>
&nbsp; 1.799625 1.000000 0.312500<br>
&nbsp; 27.064987 0.874039 0.750000<br>
&nbsp; 52.592403 0.133439 0.687500<br>
&nbsp; 78.196610 0.264191 0.687500<br>
&nbsp; 104.117756 0.165427 0.937500<br>
&nbsp; 129.377994 0.844432 0.937500<br>
&nbsp; 155.144274 0.501218 0.875000<br>
&nbsp; 180.839181 0.491428 0.937500<br>
&nbsp; 206.359758 0.212384 0.937500<br>
&nbsp; 232.038808 0.851851 0.937500<br>
&nbsp; 257.854725 0.162956 0.625000<br>
&nbsp; 283.552463 0.101243 0.812500<br>
&nbsp; 300.534000 0.024750 0.812500<br>
&nbsp; 309.507688 0.093829 1.000000<br>
&nbsp; 334.711314 0.856821 1.000000<br>
&nbsp; 360.428194 0.787677 1.000000<br>
&nbsp; 385.849730 0.748130 0.937500<br>
&nbsp; 386.650071 0.039487 0.687500<br>
&nbsp; 394.630372 0.024725 0.687500<br>
&nbsp; 411.835654 0.802501 0.750000<br>
&nbsp; 414.017731 0.041974 0.937500<br>
&nbsp; 437.133504 0.674062 0.937500<br>
&nbsp; 437.975355 0.103714 1.000000<br>
&nbsp; 462.938460 0.671643 1.000000<br>
&nbsp; 463.880560 0.093836 0.937500<br>
&nbsp; 488.517995 0.679022 1.000000<br>
&nbsp; 514.338544 0.760511 1.000000<br>
&nbsp; 540.037492 0.111108 0.625000<br>
&nbsp; 565.856396 0.133330 0.562500<br>
&nbsp; 591.114717 0.565475 0.562500<br>
&nbsp; 603.447516 0.032097 0.312500<br>
&nbsp; 615.984915 0.829608 0.250000<br>
<br>
YLIST 22<br>
&nbsp; 2.477956 0.993407 0.142857<br>
&nbsp; 12.988903 0.016393 0.190476<br>
&nbsp; 14.739109 0.036082 0.190476<br>
&nbsp; 26.746171 0.911487 0.428571<br>
&nbsp; 52.537114 0.303282 0.904762<br>
&nbsp; 78.060317 0.585303 0.857143<br>
&nbsp; 103.498271 0.606862 0.761905<br>
&nbsp; 128.994535 0.567266 0.761905<br>
&nbsp; 154.483041 0.550814 0.714286<br>
&nbsp; 179.935985 0.623055 0.666667<br>
&nbsp; 205.552940 0.350826 0.714286<br>
&nbsp; 212.051372 0.016393 0.714286<br>
&nbsp; 231.153547 0.824618 0.857143<br>
&nbsp; 256.697418 0.744268 0.952381<br>
&nbsp; 282.145841 0.736126 0.904762<br>
&nbsp; 307.899015 0.536075 0.952381<br>
&nbsp; 333.262903 0.903282 0.809524<br>
&nbsp; 340.217754 0.019722 0.190476<br>
&nbsp; 344.988867 0.019671 0.095238<br>
&nbsp; 346.988885 0.018032 0.095238<br>
&nbsp; 358.840278 0.999967 1.000000<br>
&nbsp; 409.201393 1.000000 0.000000<br>
<br>
EXPECTED XYZ 264<br>
&nbsp; A1&nbsp;&nbsp;&nbsp; 3.85 3.22 1.9<br>
&nbsp; A2&nbsp;&nbsp;&nbsp; 4.89 3.27 1.6<br>
&nbsp; A3&nbsp;&nbsp;&nbsp; 5.87 3.31 1.33<br>
&nbsp; A4&nbsp;&nbsp;&nbsp; 6.3 3.38 1.19<br>
&nbsp; A5&nbsp;&nbsp;&nbsp; 13.01 11.44 7.64<br>
&nbsp; A6&nbsp;&nbsp;&nbsp; 16.14 11.99 6.81<br>
&nbsp; A7&nbsp;&nbsp;&nbsp; 19.35 12.41 6.06<br>
&nbsp; A8&nbsp;&nbsp;&nbsp; 20.41 11.97 5.3<br>
&nbsp; A9&nbsp;&nbsp;&nbsp; 43.5 42.81 32.65<br>
&nbsp; A10&nbsp;&nbsp; 45.58 42.37 30.95<br>
&nbsp; A11&nbsp;&nbsp; 48.99 43.2 29.9<br>
&nbsp; A12&nbsp;&nbsp; 50.73 44.02 29.96<br>
&nbsp; A13&nbsp;&nbsp; 74.46 78.76 66.06<br>
&nbsp; A14&nbsp;&nbsp; 75.66 76.42 64.08<br>
&nbsp; A15&nbsp;&nbsp; 78.36 81.34 65.41<br>
&nbsp; A16&nbsp;&nbsp; 70.52 73.3 59.16<br>
&nbsp; A17&nbsp;&nbsp; 74.98 75.98 60.69<br>
&nbsp; A18&nbsp;&nbsp; 72.85 77.3 60.25<br>
&nbsp; A19&nbsp;&nbsp; 73.09 75.52 64.54<br>
&nbsp; B1&nbsp;&nbsp;&nbsp; 3.47 3.08 1.41<br>
&nbsp; B2&nbsp;&nbsp;&nbsp; 4.41 3.25 0.9<br>
&nbsp; B3&nbsp;&nbsp;&nbsp; 5.04 3.23 0.58<br>
&nbsp; B4&nbsp;&nbsp;&nbsp; 5.19 3.11 0.47<br>
&nbsp; B5&nbsp;&nbsp;&nbsp; 13.36 11.59 5.56<br>
&nbsp; B6&nbsp;&nbsp;&nbsp; 15.97 12.03 3.69<br>
&nbsp; B7&nbsp;&nbsp;&nbsp; 19.2 12.49 2.2<br>
&nbsp; B8&nbsp;&nbsp;&nbsp; 19.73 11.52 1.17<br>
&nbsp; B9&nbsp;&nbsp;&nbsp; 42.19 41.84 29.34<br>
&nbsp; B10&nbsp;&nbsp; 44.83 42.17 25.93<br>
&nbsp; B11&nbsp;&nbsp; 48.06 42.9 23.01<br>
&nbsp; B12&nbsp;&nbsp; 49.63 43.08 21.34<br>
&nbsp; B13&nbsp;&nbsp; 66.21 72.54 64.61<br>
&nbsp; B14&nbsp;&nbsp; 70.16 67.1 60.33<br>
&nbsp; B15&nbsp;&nbsp; 75.46 78.69 51.58<br>
&nbsp; B16&nbsp;&nbsp; 57.47 59.58 47.66<br>
&nbsp; B17&nbsp;&nbsp; 68.33 66.45 49.05<br>
&nbsp; B18&nbsp;&nbsp; 63.89 70.29 51.3<br>
&nbsp; B19&nbsp;&nbsp; 61.12 62.16 59.79<br>
&nbsp; C1&nbsp;&nbsp;&nbsp; 4.97 4.75 1.98<br>
&nbsp; C2&nbsp;&nbsp;&nbsp; 5.18 4.65 1.23<br>
&nbsp; C3&nbsp;&nbsp;&nbsp; 5.51 4.58 0.71<br>
&nbsp; C4&nbsp;&nbsp;&nbsp; 5.77 4.61 0.67<br>
&nbsp; C5&nbsp;&nbsp;&nbsp; 24.57 23.44 10.14<br>
&nbsp; C6&nbsp;&nbsp;&nbsp; 28.1 24.64 5.22<br>
&nbsp; C7&nbsp;&nbsp;&nbsp; 31.15 25.28 2.2<br>
&nbsp; C8&nbsp;&nbsp;&nbsp; 30.85 23.68 1.35<br>
&nbsp; C9&nbsp;&nbsp;&nbsp; 49.16 49.36 32.37<br>
&nbsp; C10&nbsp;&nbsp; 51.72 50.72 26.53<br>
&nbsp; C11&nbsp;&nbsp; 55.24 53.14 21.93<br>
&nbsp; C12&nbsp;&nbsp; 56.87 53.62 18.46<br>
&nbsp; C13&nbsp;&nbsp; 57.68 65.65 62.7<br>
&nbsp; C14&nbsp;&nbsp; 63.46 56.66 55.49<br>
&nbsp; C15&nbsp;&nbsp; 73 76.11 40.78<br>
&nbsp; C16&nbsp;&nbsp; 44.73 46.38 36.8<br>
&nbsp; C17&nbsp;&nbsp; 60.64 55.73 38.1<br>
&nbsp; C18&nbsp;&nbsp; 52.15 60.27 41.5<br>
&nbsp; C19&nbsp;&nbsp; 48.13 49.18 54.38<br>
&nbsp; D1&nbsp;&nbsp;&nbsp; 4.19 4.41 1.93<br>
&nbsp; D2&nbsp;&nbsp;&nbsp; 4.48 4.72 1.24<br>
&nbsp; D3&nbsp;&nbsp;&nbsp; 4.55 4.78 0.8<br>
&nbsp; D4&nbsp;&nbsp;&nbsp; 4.32 4.53 0.78<br>
&nbsp; D5&nbsp;&nbsp;&nbsp; 27.33 28.55 12.95<br>
&nbsp; D6&nbsp;&nbsp;&nbsp; 28.68 30.04 7.25<br>
&nbsp; D7&nbsp;&nbsp;&nbsp; 29.51 31.01 3.41<br>
&nbsp; D8&nbsp;&nbsp;&nbsp; 27.55 28.44 1.83<br>
&nbsp; D9&nbsp;&nbsp;&nbsp; 56.06 58.19 38.21<br>
&nbsp; D10&nbsp;&nbsp; 56.03 58.46 30.02<br>
&nbsp; D11&nbsp;&nbsp; 56.2 59.33 24.44<br>
&nbsp; D12&nbsp;&nbsp; 56.19 59.41 19.14<br>
&nbsp; D13&nbsp;&nbsp; 48.21 57.42 59.53<br>
&nbsp; D14&nbsp;&nbsp; 58.18 49.14 51.36<br>
&nbsp; D15&nbsp;&nbsp; 70.98 73.73 33.63<br>
&nbsp; D16&nbsp;&nbsp; 34.31 35.73 28.22<br>
&nbsp; D17&nbsp;&nbsp; 54.27 47.53 29.58<br>
&nbsp; D18&nbsp;&nbsp; 41.67 50.64 32.28<br>
&nbsp; D19&nbsp;&nbsp; 36.95 37.82 48.09<br>
&nbsp; E1&nbsp;&nbsp;&nbsp; 4.15 4.75 2.03<br>
&nbsp; E2&nbsp;&nbsp;&nbsp; 4 4.98 1.37<br>
&nbsp; E3&nbsp;&nbsp;&nbsp; 3.3 4.49 0.86<br>
&nbsp; E4&nbsp;&nbsp;&nbsp; 3.11 4.3 0.86<br>
&nbsp; E5&nbsp;&nbsp;&nbsp; 13.11 14.9 7.06<br>
&nbsp; E6&nbsp;&nbsp;&nbsp; 12.26 15.23 4.18<br>
&nbsp; E7&nbsp;&nbsp;&nbsp; 11.53 15.57 2.27<br>
&nbsp; E8&nbsp;&nbsp;&nbsp; 9.69 13.74 1.51<br>
&nbsp; E9&nbsp;&nbsp;&nbsp; 39.15 42.08 27.33<br>
&nbsp; E10&nbsp;&nbsp; 37.43 41.51 22.23<br>
&nbsp; E11&nbsp;&nbsp; 36.99 42.5 18.85<br>
&nbsp; E12&nbsp;&nbsp; 36.4 42.58 16.27<br>
&nbsp; E13&nbsp;&nbsp; 39.97 49.81 56.15<br>
&nbsp; E14&nbsp;&nbsp; 52.08 41.07 46.36<br>
&nbsp; E15&nbsp;&nbsp; 68.71 70.76 26.45<br>
&nbsp; E16&nbsp;&nbsp; 25.7 26.97 21.28<br>
&nbsp; E17&nbsp;&nbsp; 48.53 40.6 22<br>
&nbsp; E18&nbsp;&nbsp; 31.62 40.82 23.35<br>
&nbsp; E19&nbsp;&nbsp; 31.19 31.19 43.4<br>
&nbsp; F1&nbsp;&nbsp;&nbsp; 1.51 1.91 1.06<br>
&nbsp; F2&nbsp;&nbsp;&nbsp; 1.29 2.04 0.98<br>
&nbsp; F3&nbsp;&nbsp;&nbsp; 1.16 2.09 0.82<br>
&nbsp; F4&nbsp;&nbsp;&nbsp; 1.14 2.04 0.8<br>
&nbsp; F5&nbsp;&nbsp;&nbsp; 6.53 8.25 5.13<br>
&nbsp; F6&nbsp;&nbsp;&nbsp; 5.61 8.66 4.38<br>
&nbsp; F7&nbsp;&nbsp;&nbsp; 4.6 8.77 3.7<br>
&nbsp; F8&nbsp;&nbsp;&nbsp; 3.45 7.63 2.78<br>
&nbsp; F9&nbsp;&nbsp;&nbsp; 37.8 41.07 30.91<br>
&nbsp; F10&nbsp;&nbsp; 35.92 40.76 29.03<br>
&nbsp; F11&nbsp;&nbsp; 35.42 41.99 29.07<br>
&nbsp; F12&nbsp;&nbsp; 34 41.8 28<br>
&nbsp; F13&nbsp;&nbsp; 32.13 42.12 51.99<br>
&nbsp; F14&nbsp;&nbsp; 45.72 33.34 40.77<br>
&nbsp; F15&nbsp;&nbsp; 66.26 67.29 19.65<br>
&nbsp; F16&nbsp;&nbsp; 17.02 18.07 14.4<br>
&nbsp; F17&nbsp;&nbsp; 41.59 32.53 15.16<br>
&nbsp; F18&nbsp;&nbsp; 26.26 35.26 18.81<br>
&nbsp; F19&nbsp;&nbsp; 24.3 23.6 37.48<br>
&nbsp; G1&nbsp;&nbsp;&nbsp; 2.31 3 2.27<br>
&nbsp; G2&nbsp;&nbsp;&nbsp; 2 3.21 2.58<br>
&nbsp; G3&nbsp;&nbsp;&nbsp; 1.66 3.21 2.75<br>
&nbsp; G4&nbsp;&nbsp;&nbsp; 1.58 3.03 2.6<br>
&nbsp; G5&nbsp;&nbsp;&nbsp; 8.99 11.08 8.79<br>
&nbsp; G6&nbsp;&nbsp;&nbsp; 7.68 11.3 9.56<br>
&nbsp; G7&nbsp;&nbsp;&nbsp; 6.52 11.5 10.2<br>
&nbsp; G8&nbsp;&nbsp;&nbsp; 5.5 10.85 10.55<br>
&nbsp; G9&nbsp;&nbsp;&nbsp; 38.29 41.75 33.45<br>
&nbsp; G10&nbsp;&nbsp; 35.83 41.16 34.11<br>
&nbsp; G11&nbsp;&nbsp; 34.56 41.83 35.63<br>
&nbsp; G12&nbsp;&nbsp; 33.69 42.14 36.7<br>
&nbsp; G13&nbsp;&nbsp; 25.95 35.68 48<br>
&nbsp; G14&nbsp;&nbsp; 40.6 27.62 36.14<br>
&nbsp; G15&nbsp;&nbsp; 63.72 63.63 14.35<br>
&nbsp; G16&nbsp;&nbsp; 10.85 11.82 9.58<br>
&nbsp; G17&nbsp;&nbsp; 37.23 27.64 11.62<br>
&nbsp; G18&nbsp;&nbsp; 20.28 28.97 14.15<br>
&nbsp; G19&nbsp;&nbsp; 17.7 16.74 31.7<br>
&nbsp; H1&nbsp;&nbsp;&nbsp; 2.56 3.04 2.92<br>
&nbsp; H2&nbsp;&nbsp;&nbsp; 2.34 3.2 4.12<br>
&nbsp; H3&nbsp;&nbsp;&nbsp; 2.12 3.28 5.43<br>
&nbsp; H4&nbsp;&nbsp;&nbsp; 2.06 3.18 5.29<br>
&nbsp; H5&nbsp;&nbsp;&nbsp; 10.07 11.6 11.24<br>
&nbsp; H6&nbsp;&nbsp;&nbsp; 9.01 11.68 14.81<br>
&nbsp; H7&nbsp;&nbsp;&nbsp; 8.22 12 19.42<br>
&nbsp; H8&nbsp;&nbsp;&nbsp; 7.25 11.55 21.45<br>
&nbsp; H9&nbsp;&nbsp;&nbsp; 39.25 42.31 36.81<br>
&nbsp; H10&nbsp;&nbsp; 37.58 41.85 40.37<br>
&nbsp; H11&nbsp;&nbsp; 37.16 43.07 45.79<br>
&nbsp; H12&nbsp;&nbsp; 36.27 43.78 49.47<br>
&nbsp; H13&nbsp;&nbsp; 21.47 30.78 44.22<br>
&nbsp; H14&nbsp;&nbsp; 36.49 23.35 32.38<br>
&nbsp; H15&nbsp;&nbsp; 61.58 60.55 10.95<br>
&nbsp; H16&nbsp;&nbsp; 8.21 8.71 6.91<br>
&nbsp; H17&nbsp;&nbsp; 33.04 23.26 8.38<br>
&nbsp; H18&nbsp;&nbsp; 16.22 24.35 10.41<br>
&nbsp; H19&nbsp;&nbsp; 12.86 11.84 26.82<br>
&nbsp; I1&nbsp;&nbsp;&nbsp; 4.22 4.44 5.28<br>
&nbsp; I2&nbsp;&nbsp;&nbsp; 4.35 4.48 8.36<br>
&nbsp; I3&nbsp;&nbsp;&nbsp; 4.4 4.44 11.94<br>
&nbsp; I4&nbsp;&nbsp;&nbsp; 4.48 4.58 12.17<br>
&nbsp; I5&nbsp;&nbsp;&nbsp; 15.15 15.78 15.23<br>
&nbsp; I6&nbsp;&nbsp;&nbsp; 14.56 15.12 19.52<br>
&nbsp; I7&nbsp;&nbsp;&nbsp; 14.37 14.81 24.48<br>
&nbsp; I8&nbsp;&nbsp;&nbsp; 14.11 14.76 30.03<br>
&nbsp; I9&nbsp;&nbsp;&nbsp; 41.03 42.58 36.94<br>
&nbsp; I10&nbsp;&nbsp; 40.85 42.23 40.73<br>
&nbsp; I11&nbsp;&nbsp; 40.86 42.33 45.05<br>
&nbsp; I12&nbsp;&nbsp; 41.31 42.73 47.77<br>
&nbsp; I13&nbsp;&nbsp; 17.26 25.93 40.23<br>
&nbsp; I14&nbsp;&nbsp; 32.66 19.63 28.81<br>
&nbsp; I15&nbsp;&nbsp; 59.37 57.18 7.79<br>
&nbsp; I16&nbsp;&nbsp; 4.97 5.32 4.32<br>
&nbsp; I17&nbsp;&nbsp; 28.62 18.88 5.48<br>
&nbsp; I18&nbsp;&nbsp; 11.58 18.98 7.25<br>
&nbsp; I19&nbsp;&nbsp; 9.58 8.34 22.87<br>
&nbsp; I20&nbsp;&nbsp; 0.45 0.4 0.33<br>
&nbsp; I21&nbsp;&nbsp; 2.28 1.78 0.98<br>
&nbsp; I22&nbsp;&nbsp; 2.37 1.95 0.85<br>
&nbsp; J1&nbsp;&nbsp;&nbsp; 2.15 1.9 2.6<br>
&nbsp; J2&nbsp;&nbsp;&nbsp; 2.57 2 4.72<br>
&nbsp; J3&nbsp;&nbsp;&nbsp; 2.93 1.95 8.1<br>
&nbsp; J4&nbsp;&nbsp;&nbsp; 3.15 1.92 10.76<br>
&nbsp; J5&nbsp;&nbsp;&nbsp; 11.73 11.6 11.81<br>
&nbsp; J6&nbsp;&nbsp;&nbsp; 12.98 11.93 16.19<br>
&nbsp; J7&nbsp;&nbsp;&nbsp; 13.91 12.07 20.95<br>
&nbsp; J8&nbsp;&nbsp;&nbsp; 14.01 11.59 24.35<br>
&nbsp; J9&nbsp;&nbsp;&nbsp; 40.75 41.22 36.34<br>
&nbsp; J10&nbsp;&nbsp; 41.26 41.07 39.74<br>
&nbsp; J11&nbsp;&nbsp; 42.63 41.68 44.51<br>
&nbsp; J12&nbsp;&nbsp; 44.02 41.78 49.25<br>
&nbsp; J13&nbsp;&nbsp; 13.82 21.69 35.98<br>
&nbsp; J14&nbsp;&nbsp; 28.87 16.33 25.08<br>
&nbsp; J15&nbsp;&nbsp; 56.04 52.29 4.97<br>
&nbsp; J16&nbsp;&nbsp; 2.46 2.63 2.29<br>
&nbsp; J17&nbsp;&nbsp; 24.04 14.75 3.15<br>
&nbsp; J18&nbsp;&nbsp; 8.12 14.49 4.55<br>
&nbsp; J19&nbsp;&nbsp; 5.98 4.79 17.76<br>
&nbsp; J20&nbsp;&nbsp; 8.26 5.37 1.04<br>
&nbsp; J21&nbsp;&nbsp; 11.52 7.81 1.62<br>
&nbsp; J22&nbsp;&nbsp; 14.67 10.72 2.6<br>
&nbsp; K1&nbsp;&nbsp;&nbsp; 5.63 4.7 4.86<br>
&nbsp; K2&nbsp;&nbsp;&nbsp; 6.74 4.58 7.23<br>
&nbsp; K3&nbsp;&nbsp;&nbsp; 8.04 4.48 9.73<br>
&nbsp; K4&nbsp;&nbsp;&nbsp; 9.39 4.76 11.79<br>
&nbsp; K5&nbsp;&nbsp;&nbsp; 16.66 15.39 14.44<br>
&nbsp; K6&nbsp;&nbsp;&nbsp; 18.72 15.18 18.23<br>
&nbsp; K7&nbsp;&nbsp;&nbsp; 21.56 15.5 22.97<br>
&nbsp; K8&nbsp;&nbsp;&nbsp; 23 15.02 25.37<br>
&nbsp; K9&nbsp;&nbsp;&nbsp; 42.5 42.02 36.05<br>
&nbsp; K10&nbsp;&nbsp; 44.55 41.63 39.71<br>
&nbsp; K11&nbsp;&nbsp; 47.19 41.96 44.03<br>
&nbsp; K12&nbsp;&nbsp; 49.9 43.14 47.21<br>
&nbsp; K13&nbsp;&nbsp; 10.61 17.44 31.24<br>
&nbsp; K14&nbsp;&nbsp; 24.84 13.19 21<br>
&nbsp; K15&nbsp;&nbsp; 53.12 48.05 3.19<br>
&nbsp; K16&nbsp;&nbsp; 1.05 1.14 1.13<br>
&nbsp; K17&nbsp;&nbsp; 19.93 11.34 1.67<br>
&nbsp; K18&nbsp;&nbsp; 5.3 10.47 2.73<br>
&nbsp; K19&nbsp;&nbsp; 3.95 2.76 13.94<br>
&nbsp; K20&nbsp;&nbsp; 30.61 26.43 11.04<br>
&nbsp; K21&nbsp;&nbsp; 34.91 29.6 11.78<br>
&nbsp; K22&nbsp;&nbsp; 38.95 34.57 18.4<br>
&nbsp; L1&nbsp;&nbsp;&nbsp; 3.88 3.12 2.32<br>
&nbsp; L2&nbsp;&nbsp;&nbsp; 4.93 3.2 2.69<br>
&nbsp; L3&nbsp;&nbsp;&nbsp; 5.75 3.14 3.02<br>
&nbsp; L4&nbsp;&nbsp;&nbsp; 7.31 3.79 3.4<br>
&nbsp; L5&nbsp;&nbsp;&nbsp; 13.29 11.54 9.39<br>
&nbsp; L6&nbsp;&nbsp;&nbsp; 16.22 11.73 10.32<br>
&nbsp; L7&nbsp;&nbsp;&nbsp; 19.95 12.08 12.06<br>
&nbsp; L8&nbsp;&nbsp;&nbsp; 20.79 11.31 12.01<br>
&nbsp; L9&nbsp;&nbsp;&nbsp; 43.22 42.09 33.78<br>
&nbsp; L10&nbsp;&nbsp; 45.52 41.88 34.65<br>
&nbsp; L11&nbsp;&nbsp; 49.04 42.87 35.98<br>
&nbsp; L12&nbsp;&nbsp; 51.03 43.83 37.78<br>
&nbsp; L13&nbsp;&nbsp; 7.45 12.77 25.59<br>
&nbsp; L14&nbsp;&nbsp; 21.26 10.76 17.73<br>
&nbsp; L15&nbsp;&nbsp; 49.45 43.12 2.14<br>
&nbsp; L16&nbsp;&nbsp; 0.47 0.49 0.5<br>
&nbsp; L17&nbsp;&nbsp; 16.04 8.49 0.78<br>
&nbsp; L18&nbsp;&nbsp; 2.91 6.5 1.39<br>
&nbsp; L19&nbsp;&nbsp; 2.5 1.45 10.28<br>
&nbsp; L20&nbsp;&nbsp; 38.7 33.98 20.86<br>
&nbsp; L21&nbsp;&nbsp; 39.36 35.23 21.23<br>
&nbsp; L22&nbsp;&nbsp; 41.36 38.77 23.51<br>
&nbsp; GS0&nbsp;&nbsp;&nbsp; 79.47 82.51 69.04<br>
&nbsp; GS1&nbsp;&nbsp;&nbsp; 72.62 74.94 59.17<br>
&nbsp; GS2&nbsp;&nbsp;&nbsp; 63.15 65.11 51.57<br>
&nbsp; GS3&nbsp;&nbsp;&nbsp; 54.72 56.51 45.03<br>
&nbsp; GS4&nbsp;&nbsp;&nbsp; 48.1 49.81 39.24<br>
&nbsp; GS5&nbsp;&nbsp;&nbsp; 42.22 43.64 34.45<br>
&nbsp; GS6&nbsp;&nbsp;&nbsp; 37.33 38.7 30.5<br>
&nbsp; GS7&nbsp;&nbsp;&nbsp; 32.38 33.61 26.11<br>
&nbsp; GS8&nbsp;&nbsp;&nbsp; 27.56 28.7 22.11<br>
&nbsp; GS9&nbsp;&nbsp;&nbsp; 22.5 23.4 17.99<br>
&nbsp; GS10&nbsp;&nbsp; 18.77 19.55 14.83<br>
&nbsp; GS11&nbsp;&nbsp; 15.48 16.08 12.04<br>
&nbsp; GS12&nbsp;&nbsp; 12.69 13.29 9.98<br>
&nbsp; GS13&nbsp;&nbsp; 10.35 10.81 7.97<br>
&nbsp; GS14&nbsp;&nbsp; 8.39 8.77 6.37<br>
&nbsp; GS15&nbsp;&nbsp; 6.45 6.79 4.97<br>
&nbsp; GS16&nbsp;&nbsp; 4.95 5.18 3.7<br>
&nbsp; GS17&nbsp;&nbsp; 3.58 3.82 2.76<br>
&nbsp; GS18&nbsp;&nbsp; 2.76 2.89 2.06<br>
&nbsp; GS19&nbsp;&nbsp; 1.97 2.08 1.45<br>
&nbsp; GS20&nbsp;&nbsp; 1.22 1.31 0.98<br>
&nbsp; GS21&nbsp;&nbsp; 1 1.05 0.74<br>
&nbsp; GS22&nbsp;&nbsp; 0.87 0.89 0.65<br>
&nbsp; GS23&nbsp;&nbsp; 0.34 0.32 0.32<br>
<br>
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