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bad precission with CMMatchFloatBitmap and CWMatchColors
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bad precission with CMMatchFloatBitmap and CWMatchColors


  • Subject: bad precission with CMMatchFloatBitmap and CWMatchColors
  • From: Klaus Karcher <email@hidden>
  • Date: Mon, 29 Dec 2008 01:19:57 +0100

Hi,

I've got some weird results using CMMatchFloatBitmap and CWMatchColors with simple RGB gamma + matrix profiles.

To figure out what's going wrong, I've written a command line tool to compare the results of

* CMMatchFloatBitmap Lab -> RGB,
* CWMatchColors Lab -> RGB,
* CMConvertXYZFloatBitmap Lab -> XYZ + CMMatchFloatBitmap XYZ -> RGB and
* direct conversions using clapack routines

While the LAPACK solutions are plausible and consistent with independently calculated results (e.g. ArgyllCMS icclu), all other methods cause huge round trip errors (Delta E mean > 2, Delta E max > 16).

CMMatchFloatBitmap XYZ -> RGB causes the most significant errors (Delta E mean 6.3, Delta E max 16.9), but also the other methods are by far not as precise as expected: Even when I exclude Lab values that exceed the UInt16 domain, there are still Delta E's > 3.5 with CMMatchFloatBitmap Lab -> RGB.

Can someone please have a look at my code an tell me what I'm doing wrong? Or confirm potential bugs in Apple's ColorSync API?

My test tool is here: <http://digitalproof.info/colorsync-dev/convert.zip>,
console output: see attachment.

TIA, Klaus

--
Klaus Karcher * Eichenallee 18
26203 Wardenburg * Germany
Tel. +49 441 8859770
Profile: testRGB
Rgamma:  1.800781
Ggamma:  1.800781
Bgamma:  1.800781
Red:     X: 0.650284, Y: 0.320297, Z: 0.000000
Green:   X: 0.178040, Y: 0.602036, Z: 0.067825
Blue:    X: 0.135880, Y: 0.077667, Z: 0.077667

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  0.00000, B:  0.00000
Lab input:                            L:    63.37, a:    96.37, b:   109.26

LAPACK result (clipped):              R:  1.00000, G:  0.00392, B:  0.00000
roundtrip:                            L:    63.37, a:    96.36, b:   109.26
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.98506, G:  0.02133, B:  0.01744
roundtrip:                            L:    62.71, a:    95.33, b:   107.02
                                Delta E:     2.55

CWMatchColors Lab -> RGB result:      R:  0.98505, G:  0.02130, B:  0.01743
roundtrip:                            L:    62.71, a:    95.33, b:   107.02
                                Delta E:     2.55

CMMatchFloatBitmap XYZ -> RGB result: R:  0.97977, G:  0.15419, B:  0.03746
roundtrip:                            L:    64.14, a:    89.20, b:   102.31
                                Delta E:    10.02

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  1.00000, B:  0.00000
Lab input:                            L:    81.95, a:  -137.46, b:    81.90

LAPACK result (clipped):              R:  0.00329, G:  1.00000, B:  0.00243
roundtrip:                            L:    81.95, a:  -137.45, b:    81.90
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.14290, G:  0.98221, B:  0.06435
roundtrip:                            L:    81.46, a:  -127.64, b:    79.69
                                Delta E:    10.08

Lab clipped to UInt16:                L:    81.95, a:  -128.00, b:    81.90
CWMatchColors Lab -> RGB result:      R:  0.14289, G:  0.98221, B:  0.06436
roundtrip:                            L:    81.46, a:  -127.64, b:    79.69
                                Delta E:    10.08
                 Delta E to clipped Lab:     2.29

CMMatchFloatBitmap XYZ -> RGB result: R:  0.13484, G:  0.97398, B:  0.12906
roundtrip:                            L:    81.00, a:  -126.73, b:    73.98
                                Delta E:    13.37

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  0.00000, B:  1.00000
Lab input:                            L:    33.50, a:    46.87, b:  -109.02

LAPACK result (clipped):              R:  0.00340, G:  0.00193, B:  1.00000
roundtrip:                            L:    33.50, a:    46.86, b:  -109.01
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.04845, G:  0.03204, B:  0.97852
roundtrip:                            L:    33.42, a:    45.89, b:  -106.66
                                Delta E:     2.56

CWMatchColors Lab -> RGB result:      R:  0.04843, G:  0.03203, B:  0.97852
roundtrip:                            L:    33.42, a:    45.89, b:  -106.66
                                Delta E:     2.56

CMMatchFloatBitmap XYZ -> RGB result: R:  0.07405, G:  0.16019, B:  1.00000
roundtrip:                            L:    38.36, a:    33.70, b:  -100.86
                                Delta E:    16.23

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  1.00000, B:  1.00000
Lab input:                            L:    85.99, a:   -95.64, b:   -24.15

LAPACK result (clipped):              R:  0.00408, G:  1.00000, B:  1.00000
roundtrip:                            L:    85.99, a:   -95.63, b:   -24.15
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.05681, G:  0.98314, B:  0.96606
roundtrip:                            L:    84.93, a:   -94.70, b:   -22.05
                                Delta E:     2.53

CWMatchColors Lab -> RGB result:      R:  0.05673, G:  0.98314, B:  0.96608
roundtrip:                            L:    84.93, a:   -94.70, b:   -22.05
                                Delta E:     2.53

CMMatchFloatBitmap XYZ -> RGB result: R:  0.14720, G:  0.96562, B:  0.97743
roundtrip:                            L:    84.48, a:   -87.58, b:   -23.91
                                Delta E:     8.21

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  0.00000, B:  1.00000
Lab input:                            L:    69.33, a:    99.32, b:   -47.25

LAPACK result (clipped):              R:  1.00000, G:  0.00435, B:  1.00000
roundtrip:                            L:    69.33, a:    99.32, b:   -47.24
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.97940, G:  0.08472, B:  1.00000
roundtrip:                            L:    68.99, a:    96.42, b:   -47.90
                                Delta E:     3.00

CWMatchColors Lab -> RGB result:      R:  0.97939, G:  0.08473, B:  0.99417
roundtrip:                            L:    68.93, a:    96.38, b:   -47.32
                                Delta E:     2.97

CMMatchFloatBitmap XYZ -> RGB result: R:  0.97414, G:  0.07422, B:  1.00000
roundtrip:                            L:    68.66, a:    96.50, b:   -48.44
                                Delta E:     3.14

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  1.00000, B:  0.00000
Lab input:                            L:    96.92, a:   -11.39, b:   107.71

LAPACK result (clipped):              R:  1.00000, G:  1.00000, B:  0.00260
roundtrip:                            L:    96.92, a:   -11.39, b:   107.70
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.97441, G:  0.97798, B:  0.05106
roundtrip:                            L:    95.35, a:   -11.62, b:   104.62
                                Delta E:     3.47

CWMatchColors Lab -> RGB result:      R:  0.97441, G:  0.97798, B:  0.05104
roundtrip:                            L:    95.35, a:   -11.62, b:   104.62
                                Delta E:     3.47

CMMatchFloatBitmap XYZ -> RGB result: R:  0.97005, G:  0.96722, B:  0.12892
roundtrip:                            L:    94.83, a:   -10.50, b:    98.13
                                Delta E:     9.84

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  1.00000, B:  1.00000
Lab input:                            L:   100.00, a:     0.00, b:     0.00

LAPACK result (clipped):              R:  1.00000, G:  1.00000, B:  1.00000
roundtrip:                            L:   100.00, a:     0.00, b:     0.00
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  1.00000, G:  1.00000, B:  1.00000
roundtrip:                            L:   100.00, a:     0.00, b:     0.00
                                Delta E:     0.00

CWMatchColors Lab -> RGB result:      R:  0.99670, G:  1.00000, B:  1.00000
roundtrip:                            L:    99.93, a:    -0.35, b:    -0.13
                                Delta E:     0.38

CMMatchFloatBitmap XYZ -> RGB result: R:  0.97375, G:  0.98630, B:  0.97745
roundtrip:                            L:    98.71, a:    -1.51, b:     0.42
                                Delta E:     2.03

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  0.00000, B:  0.00000
Lab input:                            L:    -0.00, a:     0.00, b:     0.00

LAPACK result:                        R:  0.00000, G:  0.00000, B:  0.00000
roundtrip:                            L:    -0.00, a:     0.00, b:     0.00
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.00000, G:  0.00000, B:  0.00000
roundtrip:                            L:    -0.00, a:     0.00, b:     0.00
                                Delta E:     0.00

Lab clipped to UInt16:                L:     0.00, a:     0.00, b:     0.00
CWMatchColors Lab -> RGB result:      R:  0.00000, G:  0.00000, B:  0.00371
roundtrip:                            L:     0.00, a:     0.00, b:    -0.00
                                Delta E:     0.00
                 Delta E to clipped Lab:     0.00

CMMatchFloatBitmap XYZ -> RGB result: R:  0.00000, G:  0.00000, B:  0.00000
roundtrip:                            L:    -0.00, a:     0.00, b:     0.00
                                Delta E:     0.00

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  0.00000, B:  0.00000
Lab input:                            L:    36.36, a:    63.57, b:    62.69

LAPACK result (clipped):              R:  0.50004, G:  0.00196, B:  0.00000
roundtrip:                            L:    36.36, a:    63.57, b:    62.69
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.49810, G:  0.03465, B:  0.02142
roundtrip:                            L:    36.52, a:    62.50, b:    61.26
                                Delta E:     1.80

CWMatchColors Lab -> RGB result:      R:  0.49810, G:  0.03465, B:  0.02144
roundtrip:                            L:    36.52, a:    62.50, b:    61.25
                                Delta E:     1.80

CMMatchFloatBitmap XYZ -> RGB result: R:  0.48954, G:  0.13257, B:  0.02626
roundtrip:                            L:    38.63, a:    52.69, b:    61.20
                                Delta E:    11.22

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  0.50000, B:  0.00000
Lab input:                            L:    48.61, a:   -90.68, b:    54.03

LAPACK result:                        R:  0.00165, G:  0.50004, B:  0.00122
roundtrip:                            L:    48.62, a:   -90.68, b:    54.03
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.03229, G:  0.50027, B:  0.04765
roundtrip:                            L:    48.76, a:   -88.93, b:    51.32
                                Delta E:     3.23

CWMatchColors Lab -> RGB result:      R:  0.03229, G:  0.50027, B:  0.04767
roundtrip:                            L:    48.76, a:   -88.93, b:    51.31
                                Delta E:     3.23

CMMatchFloatBitmap XYZ -> RGB result: R:  0.13150, G:  0.48621, B:  0.05214
roundtrip:                            L:    48.64, a:   -73.96, b:    51.49
                                Delta E:    16.92

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  0.00000, B:  0.50000
Lab input:                            L:    16.65, a:    30.92, b:   -71.92

LAPACK result:                        R:  0.00170, G:  0.00097, B:  0.50004
roundtrip:                            L:    16.66, a:    30.92, b:   -71.92
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.03613, G:  0.02077, B:  0.50423
roundtrip:                            L:    17.47, a:    30.86, b:   -71.17
                                Delta E:     1.11

CWMatchColors Lab -> RGB result:      R:  0.03613, G:  0.02077, B:  0.50423
roundtrip:                            L:    17.47, a:    30.86, b:   -71.17
                                Delta E:     1.11

CMMatchFloatBitmap XYZ -> RGB result: R:  0.10956, G:  0.07219, B:  0.49511
roundtrip:                            L:    21.28, a:    28.27, b:   -63.31
                                Delta E:    10.13

---------------------------------------------------------------------------

RGB input:                            R:  0.00000, G:  0.50000, B:  0.50000
Lab input:                            L:    51.28, a:   -63.09, b:   -15.93

LAPACK result:                        R:  0.00204, G:  0.50004, B:  0.50003
roundtrip:                            L:    51.28, a:   -63.09, b:   -15.93
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.02327, G:  0.50057, B:  0.50320
roundtrip:                            L:    51.39, a:   -62.49, b:   -16.21
                                Delta E:     0.67

CWMatchColors Lab -> RGB result:      R:  0.02321, G:  0.50056, B:  0.50320
roundtrip:                            L:    51.39, a:   -62.49, b:   -16.21
                                Delta E:     0.67

CMMatchFloatBitmap XYZ -> RGB result: R:  0.14868, G:  0.48482, B:  0.49722
roundtrip:                            L:    51.37, a:   -49.38, b:   -15.17
                                Delta E:    13.73

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  0.00000, B:  0.50000
Lab input:                            L:    40.29, a:    65.52, b:   -31.17

LAPACK result:                        R:  0.50004, G:  0.00218, B:  0.50004
roundtrip:                            L:    40.29, a:    65.52, b:   -31.16
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.49752, G:  0.03838, B:  0.50333
roundtrip:                            L:    40.47, a:    64.40, b:   -31.39
                                Delta E:     1.16

CWMatchColors Lab -> RGB result:      R:  0.49752, G:  0.03838, B:  0.50336
roundtrip:                            L:    40.48, a:    64.40, b:   -31.40
                                Delta E:     1.16

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49123, G:  0.05414, B:  0.49514
roundtrip:                            L:    40.27, a:    63.03, b:   -30.52
                                Delta E:     2.57

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  0.50000, B:  0.00000
Lab input:                            L:    58.49, a:    -7.51, b:    71.05

LAPACK result:                        R:  0.50004, G:  0.50004, B:  0.00130
roundtrip:                            L:    58.49, a:    -7.51, b:    71.05
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.49821, G:  0.50054, B:  0.04685
roundtrip:                            L:    58.49, a:    -7.78, b:    68.17
                                Delta E:     2.89

CWMatchColors Lab -> RGB result:      R:  0.49819, G:  0.50054, B:  0.04688
roundtrip:                            L:    58.49, a:    -7.78, b:    68.16
                                Delta E:     2.90

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49406, G:  0.49537, B:  0.05217
roundtrip:                            L:    58.07, a:    -7.54, b:    67.18
                                Delta E:     3.90

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  0.50000, B:  0.50000
Lab input:                            L:    60.52, a:     0.00, b:     0.00

LAPACK result:                        R:  0.50003, G:  0.50003, B:  0.50003
roundtrip:                            L:    60.52, a:     0.00, b:     0.00
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.49778, G:  0.50126, B:  0.50321
roundtrip:                            L:    60.55, a:    -0.44, b:    -0.43
                                Delta E:     0.62

CWMatchColors Lab -> RGB result:      R:  0.49778, G:  0.50126, B:  0.50321
roundtrip:                            L:    60.55, a:    -0.44, b:    -0.43
                                Delta E:     0.62

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49380, G:  0.48894, B:  0.49723
roundtrip:                            L:    59.70, a:     0.89, b:    -0.86
                                Delta E:     1.48

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  0.50000, B:  0.50000
Lab input:                            L:    77.01, a:    56.98, b:    28.42

LAPACK result (clipped):              R:  1.00000, G:  0.50005, B:  0.50003
roundtrip:                            L:    77.01, a:    56.97, b:    28.42
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.97679, G:  0.50101, B:  0.50466
roundtrip:                            L:    76.26, a:    54.74, b:    26.45
                                Delta E:     3.07

CWMatchColors Lab -> RGB result:      R:  0.97676, G:  0.50100, B:  0.50465
roundtrip:                            L:    76.26, a:    54.74, b:    26.45
                                Delta E:     3.07

CMMatchFloatBitmap XYZ -> RGB result: R:  0.98843, G:  0.49537, B:  0.49728
roundtrip:                            L:    76.42, a:    56.46, b:    27.86
                                Delta E:     0.96

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  1.00000, B:  0.50000
Lab input:                            L:    87.79, a:   -73.31, b:    38.58

LAPACK result (clipped):              R:  0.50004, G:  1.00000, B:  0.50004
roundtrip:                            L:    87.79, a:   -73.30, b:    38.58
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.49516, G:  1.00000, B:  0.50471
roundtrip:                            L:    87.73, a:   -73.85, b:    37.88
                                Delta E:     0.89

CWMatchColors Lab -> RGB result:      R:  0.49514, G:  0.99200, B:  0.50472
roundtrip:                            L:    87.31, a:   -72.84, b:    37.31
                                Delta E:     1.44

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49343, G:  0.96962, B:  0.49604
roundtrip:                            L:    86.07, a:   -70.45, b:    36.74
                                Delta E:     3.81

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  0.50000, B:  1.00000
Lab input:                            L:    65.16, a:    14.73, b:   -56.09

LAPACK result (clipped):              R:  0.50004, G:  0.50004, B:  1.00000
roundtrip:                            L:    65.16, a:    14.73, b:   -56.09
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.49427, G:  0.50143, B:  0.96751
roundtrip:                            L:    64.72, a:    12.86, b:   -53.10
                                Delta E:     3.55

CWMatchColors Lab -> RGB result:      R:  0.49424, G:  0.50144, B:  0.96754
roundtrip:                            L:    64.72, a:    12.85, b:   -53.10
                                Delta E:     3.55

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49847, G:  0.48818, B:  0.98454
roundtrip:                            L:    64.36, a:    15.88, b:   -55.61
                                Delta E:     1.47

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  1.00000, B:  1.00000
Lab input:                            L:    90.40, a:   -56.75, b:   -16.55

LAPACK result (clipped):              R:  0.50005, G:  1.00000, B:  1.00000
roundtrip:                            L:    90.40, a:   -56.74, b:   -16.55
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.49465, G:  0.97766, B:  0.97812
roundtrip:                            L:    89.06, a:   -55.30, b:   -16.22
                                Delta E:     2.00

CWMatchColors Lab -> RGB result:      R:  0.49465, G:  0.97766, B:  0.97812
roundtrip:                            L:    89.06, a:   -55.30, b:   -16.22
                                Delta E:     2.00

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49914, G:  0.98047, B:  0.97745
roundtrip:                            L:    89.26, a:   -55.17, b:   -15.82
                                Delta E:     2.08

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  0.50000, B:  1.00000
Lab input:                            L:    80.22, a:    62.26, b:   -30.11

LAPACK result (clipped):              R:  1.00000, G:  0.50005, B:  1.00000
roundtrip:                            L:    80.23, a:    62.26, b:   -30.11
                                Delta E:     0.01

CMMatchFloatBitmap Lab -> RGB result: R:  0.98134, G:  0.50202, B:  0.97832
roundtrip:                            L:    79.52, a:    60.19, b:   -28.84
                                Delta E:     2.53

CWMatchColors Lab -> RGB result:      R:  0.98131, G:  0.50202, B:  0.97830
roundtrip:                            L:    79.52, a:    60.19, b:   -28.84
                                Delta E:     2.53

CMMatchFloatBitmap XYZ -> RGB result: R:  0.97292, G:  0.48455, B:  0.98454
roundtrip:                            L:    78.68, a:    61.61, b:   -30.91
                                Delta E:     1.86

---------------------------------------------------------------------------

RGB input:                            R:  1.00000, G:  1.00000, B:  0.50000
Lab input:                            L:    97.82, a:    -7.93, b:    55.88

LAPACK result (clipped):              R:  1.00000, G:  1.00000, B:  0.50004
roundtrip:                            L:    97.82, a:    -7.93, b:    55.87
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.97359, G:  0.98000, B:  0.50500
roundtrip:                            L:    96.35, a:    -8.41, b:    53.09
                                Delta E:     3.19

CWMatchColors Lab -> RGB result:      R:  0.97359, G:  0.98000, B:  0.50498
roundtrip:                            L:    96.35, a:    -8.41, b:    53.09
                                Delta E:     3.18

CMMatchFloatBitmap XYZ -> RGB result: R:  0.98849, G:  0.96553, B:  0.49603
roundtrip:                            L:    96.03, a:    -4.89, b:    54.00
                                Delta E:     4.00

---------------------------------------------------------------------------

RGB input:                            R:  0.50000, G:  0.50000, B:  0.50000
Lab input:                            L:    60.52, a:     0.00, b:     0.00

LAPACK result:                        R:  0.50003, G:  0.50003, B:  0.50003
roundtrip:                            L:    60.52, a:     0.00, b:     0.00
                                Delta E:     0.00

CMMatchFloatBitmap Lab -> RGB result: R:  0.49778, G:  0.50126, B:  0.50321
roundtrip:                            L:    60.55, a:    -0.44, b:    -0.43
                                Delta E:     0.62

CWMatchColors Lab -> RGB result:      R:  0.49778, G:  0.50126, B:  0.50321
roundtrip:                            L:    60.55, a:    -0.44, b:    -0.43
                                Delta E:     0.62

CMMatchFloatBitmap XYZ -> RGB result: R:  0.49380, G:  0.48894, B:  0.49723
roundtrip:                            L:    59.70, a:     0.89, b:    -0.86
                                Delta E:     1.48
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