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cristy3ed852e2009-09-05 21:47:34 +00001/*
cristyfe676ee2013-11-18 13:03:38 +00002 Copyright 1999-2014 ImageMagick Studio LLC, a non-profit organization
cristy3ed852e2009-09-05 21:47:34 +00003 dedicated to making software imaging solutions freely available.
4
5 You may not use this file except in compliance with the License.
6 obtain a copy of the License at
7
8 http://www.imagemagick.org/script/license.php
9
10 Unless required by applicable law or agreed to in writing, software
11 distributed under the License is distributed on an "AS IS" BASIS,
12 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 See the License for the specific language governing permissions and
14 limitations under the License.
15
cristy3e2860c2010-01-24 01:36:30 +000016 MagickCore statistical methods.
cristy3ed852e2009-09-05 21:47:34 +000017*/
18#ifndef _MAGICKCORE_STATISTIC_H
19#define _MAGICKCORE_STATISTIC_H
20
21#if defined(__cplusplus) || defined(c_plusplus)
22extern "C" {
23#endif
24
25typedef struct _ChannelStatistics
26{
cristybb503372010-05-27 20:51:26 +000027 size_t
cristy3ed852e2009-09-05 21:47:34 +000028 depth;
29
30 double
cristy5048d302012-08-07 01:05:16 +000031 area,
cristy3ed852e2009-09-05 21:47:34 +000032 minima,
33 maxima,
cristyfd9dcd42010-08-08 18:07:02 +000034 sum,
35 sum_squared,
cristya8178ed2010-08-10 17:31:59 +000036 sum_cubed,
37 sum_fourth_power,
cristycf584452010-08-08 02:26:04 +000038 mean,
cristyfd9dcd42010-08-08 18:07:02 +000039 variance,
cristycf584452010-08-08 02:26:04 +000040 standard_deviation,
cristy3ed852e2009-09-05 21:47:34 +000041 kurtosis,
42 skewness;
43} ChannelStatistics;
44
cristybd4a3c22014-01-07 15:09:37 +000045typedef struct _ChannelMoments
46{
47 double
cristy7613ee42014-01-09 01:57:55 +000048 I[32];
cristy89298f32014-01-08 00:21:50 +000049
50 PointInfo
51 centroid,
52 ellipse_axis;
53
54 double
55 ellipse_angle,
56 ellipse_eccentricity,
57 ellipse_intensity;
cristybd4a3c22014-01-07 15:09:37 +000058} ChannelMoments;
59
cristy351842f2010-03-07 15:27:38 +000060typedef enum
61{
62 UndefinedEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000063 AbsEvaluateOperator,
cristy351842f2010-03-07 15:27:38 +000064 AddEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000065 AddModulusEvaluateOperator,
cristy351842f2010-03-07 15:27:38 +000066 AndEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000067 CosineEvaluateOperator,
cristy351842f2010-03-07 15:27:38 +000068 DivideEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000069 ExponentialEvaluateOperator,
cristy351842f2010-03-07 15:27:38 +000070 GaussianNoiseEvaluateOperator,
71 ImpulseNoiseEvaluateOperator,
72 LaplacianNoiseEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000073 LeftShiftEvaluateOperator,
74 LogEvaluateOperator,
75 MaxEvaluateOperator,
cristy33aaed22010-08-11 18:10:50 +000076 MeanEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000077 MedianEvaluateOperator,
78 MinEvaluateOperator,
79 MultiplicativeNoiseEvaluateOperator,
80 MultiplyEvaluateOperator,
81 OrEvaluateOperator,
82 PoissonNoiseEvaluateOperator,
83 PowEvaluateOperator,
84 RightShiftEvaluateOperator,
85 SetEvaluateOperator,
86 SineEvaluateOperator,
87 SubtractEvaluateOperator,
cristy12a3f8e2012-01-31 01:53:19 +000088 SumEvaluateOperator,
cristy95f562a2012-01-01 20:49:11 +000089 ThresholdBlackEvaluateOperator,
90 ThresholdEvaluateOperator,
91 ThresholdWhiteEvaluateOperator,
92 UniformNoiseEvaluateOperator,
93 XorEvaluateOperator
cristy351842f2010-03-07 15:27:38 +000094} MagickEvaluateOperator;
95
96typedef enum
97{
98 UndefinedFunction,
99 PolynomialFunction,
100 SinusoidFunction,
101 ArcsinFunction,
102 ArctanFunction
103} MagickFunction;
104
cristy99bd5232011-12-07 14:38:20 +0000105typedef enum
106{
107 UndefinedStatistic,
108 GradientStatistic,
109 MaximumStatistic,
110 MeanStatistic,
111 MedianStatistic,
112 MinimumStatistic,
113 ModeStatistic,
114 NonpeakStatistic,
115 StandardDeviationStatistic
116} StatisticType;
117
cristy3ed852e2009-09-05 21:47:34 +0000118extern MagickExport ChannelStatistics
cristyd42d9952011-07-08 14:21:50 +0000119 *GetImageStatistics(const Image *,ExceptionInfo *);
cristy3ed852e2009-09-05 21:47:34 +0000120
cristybd4a3c22014-01-07 15:09:37 +0000121extern MagickExport ChannelMoments
122 *GetImageMoments(const Image *,ExceptionInfo *);
123
cristy316d5172009-09-17 19:31:25 +0000124extern MagickExport Image
cristy99bd5232011-12-07 14:38:20 +0000125 *EvaluateImages(const Image *,const MagickEvaluateOperator,ExceptionInfo *),
cristyf56e6ad2012-11-11 19:29:38 +0000126 *PolynomialImage(const Image *,const size_t,const double *,ExceptionInfo *),
cristy99bd5232011-12-07 14:38:20 +0000127 *StatisticImage(const Image *,const StatisticType,const size_t,const size_t,
128 ExceptionInfo *);
cristy316d5172009-09-17 19:31:25 +0000129
cristy3ed852e2009-09-05 21:47:34 +0000130extern MagickExport MagickBooleanType
cristy351842f2010-03-07 15:27:38 +0000131 EvaluateImage(Image *,const MagickEvaluateOperator,const double,
132 ExceptionInfo *),
cristybb503372010-05-27 20:51:26 +0000133 FunctionImage(Image *,const MagickFunction,const size_t,const double *,
cristy351842f2010-03-07 15:27:38 +0000134 ExceptionInfo *),
cristy5ed838e2010-05-31 00:05:35 +0000135 GetImageExtrema(const Image *,size_t *,size_t *,ExceptionInfo *),
cristy3ed852e2009-09-05 21:47:34 +0000136 GetImageMean(const Image *,double *,double *,ExceptionInfo *),
cristyd42d9952011-07-08 14:21:50 +0000137 GetImageKurtosis(const Image *,double *,double *,ExceptionInfo *),
138 GetImageRange(const Image *,double *,double *,ExceptionInfo *);
cristy3ed852e2009-09-05 21:47:34 +0000139
140#if defined(__cplusplus) || defined(c_plusplus)
141}
142#endif
143
144#endif