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1 /*
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2 * Copyright (C) 2012 Jamie Bullock
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3 *
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4 * Permission is hereby granted, free of charge, to any person obtaining a copy
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5 * of this software and associated documentation files (the "Software"), to
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6 * deal in the Software without restriction, including without limitation the
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7 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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8 * sell copies of the Software, and to permit persons to whom the Software is
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9 * furnished to do so, subject to the following conditions:
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10 *
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11 * The above copyright notice and this permission notice shall be included in
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12 * all copies or substantial portions of the Software.
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13 *
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14 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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15 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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16 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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17 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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18 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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19 * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
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20 * IN THE SOFTWARE.
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21 *
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22 */
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23
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24 /* xtract_delta.c: defines functions that extract a feature as a single value from more than one input vector */
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25
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26 #include <math.h>
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27 #include "xtract/libxtract.h"
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28
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29 int xtract_flux(const double *data, const int N, const void *argv , double *result)
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30 {
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31
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32 /* FIX: don't be lazy -- take the lnorm of the difference vector! */
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33 return xtract_lnorm(data, N, argv, result);
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34
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35 }
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36
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37 int xtract_lnorm(const double *data, const int N, const void *argv , double *result)
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38 {
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39
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40 int n,
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41 type,
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42 normalise,
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43 k = 0;
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44
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45 double order;
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46
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47 order = *(double *)argv;
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48 type = *((double *)argv+1);
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49 normalise = (int)*((double *)argv+2);
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50
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51 order = order > 0 ? order : 2.0;
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52
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53 *result = 0.0;
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54
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55 switch(type)
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56 {
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57
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58 case XTRACT_POSITIVE_SLOPE:
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59 for(n = 0; n < N; n++)
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60 {
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61 if(data[n] > 0)
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62 {
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63 *result += pow(data[n], order);
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64 ++k;
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65 }
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66 }
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67 break;
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68 default:
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69 for(n = 0; n < N; n++)
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70 {
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71 *result += pow(fabs(data[n]), order);
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72 ++k;
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73 }
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74 break;
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75
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76 }
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77
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78 *result = pow(*result, 1.0 / order);
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79
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80 if (k == 0)
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81 {
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82 return XTRACT_NO_RESULT;
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83 }
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84
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85 if (normalise == 1)
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86 {
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87 *result = log(1 + *result);
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88 }
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89
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90 return XTRACT_SUCCESS;
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91
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92 }
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93
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94 int xtract_attack_time(const double *data, const int N, const void *argv , double *result)
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95 {
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96
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97 return XTRACT_FEATURE_NOT_IMPLEMENTED;
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98
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99 }
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100
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101 int xtract_decay_time(const double *data, const int N, const void *argv, double *result)
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102 {
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103
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104 return XTRACT_FEATURE_NOT_IMPLEMENTED;
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105
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106 }
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107
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108 int xtract_difference_vector(const double *data, const int N, const void *argv, double *result)
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109 {
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110
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111 const double *frame1,
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112 *frame2;
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113
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114 int n;
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115
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116 n = N >> 1;
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117
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118 frame1 = data;
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119 frame2 = data + n;
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120
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121 while(n--)
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122 result[n] = frame1[n] - frame2[n];
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123
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124 return XTRACT_SUCCESS;
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125
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126 }
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