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1 /* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
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2
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3 /*
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4 Vamp feature extraction plugin using the MATCH audio alignment
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5 algorithm.
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6
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7 Centre for Digital Music, Queen Mary, University of London.
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8 This file copyright 2007 Simon Dixon, Chris Cannam and QMUL.
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9
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10 This program is free software; you can redistribute it and/or
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11 modify it under the terms of the GNU General Public License as
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12 published by the Free Software Foundation; either version 2 of the
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13 License, or (at your option) any later version. See the file
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14 COPYING included with this distribution for more information.
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15 */
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16
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17 #include "Finder.h"
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18
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Chris@30
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19 #include "Path.h"
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20
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21 #include <algorithm>
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22 #include <iomanip>
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23
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Chris@72
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24 using namespace std;
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25
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Chris@140
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26 //#define DEBUG_FINDER 1
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Chris@140
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27 //#define PERFORM_ERROR_CHECKS 1
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28
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Chris@72
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29 Finder::Finder(Matcher *pm)
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cannam@0
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30 {
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Chris@72
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31 m_m = pm;
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32 m_duration1 = -1;
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33 m_duration2 = -1;
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34 } // constructor
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35
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36 Finder::~Finder()
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37 {
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38 }
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39
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Chris@60
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40 void
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Chris@154
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41 Finder::setMatcher(Matcher *pm)
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Chris@154
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42 {
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Chris@155
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43 cerr << "Finder::setMatcher: finder " << this << ", matcher " << pm << endl;
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Chris@154
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44 m_m = pm;
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Chris@154
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45 }
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46
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47 void
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Chris@60
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48 Finder::setDurations(int d1, int d2)
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Chris@60
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49 {
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Chris@140
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50 #ifdef DEBUG_FINDER
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51 cerr << "*** setDurations: " << d1 << ", " << d2 << endl;
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Chris@140
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52 #endif
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53 m_duration1 = d1;
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54 m_duration2 = d2;
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Chris@60
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55 }
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56
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57 bool
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Chris@182
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58 Finder::getBestRowCost(int row, int &bestCol, pathcost_t &min)
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Chris@154
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59 {
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Chris@172
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60 if (!m_m->isRowAvailable(row)) return false;
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Chris@154
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61 pair<int, int> colRange = m_m->getColRange(row);
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Chris@172
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62 if (colRange.first >= colRange.second) return false;
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Chris@154
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63 for (int index = colRange.first; index < colRange.second; index++) {
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Chris@182
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64 pathcost_t tmp = m_m->getNormalisedPathCost(row, index);
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Chris@154
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65 if (index == colRange.first || tmp < min) {
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Chris@154
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66 min = tmp;
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Chris@154
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67 bestCol = index;
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Chris@154
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68 }
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Chris@154
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69 }
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70 return true;
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Chris@154
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71 }
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72
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73 bool
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Chris@182
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74 Finder::getBestColCost(int col, int &bestRow, pathcost_t &min)
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Chris@154
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75 {
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Chris@154
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76 if (!m_m->isColAvailable(col)) return false;
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Chris@154
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77 pair<int, int> rowRange = m_m->getRowRange(col);
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Chris@154
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78 if (rowRange.first >= rowRange.second) return false;
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Chris@154
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79 for (int index = rowRange.first; index < rowRange.second; index++) {
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Chris@182
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80 pathcost_t tmp = m_m->getNormalisedPathCost(index, col);
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Chris@154
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81 if (index == rowRange.first || tmp < min) {
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82 min = tmp;
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83 bestRow = index;
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Chris@154
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84 }
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Chris@154
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85 }
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Chris@154
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86 return true;
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Chris@154
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87 }
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88
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Chris@147
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89 void
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Chris@147
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90 Finder::getBestEdgeCost(int row, int col,
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91 int &bestRow, int &bestCol,
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Chris@182
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92 pathcost_t &min)
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93 {
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94 min = m_m->getPathCost(row, col);
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95
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96 bestRow = row;
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97 bestCol = col;
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98
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99 pair<int, int> rowRange = m_m->getRowRange(col);
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100 if (rowRange.second > row+1) {
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101 rowRange.second = row+1; // don't cheat by looking at future :)
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102 }
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103 for (int index = rowRange.first; index < rowRange.second; index++) {
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104 pathcost_t tmp = m_m->getNormalisedPathCost(index, col);
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105 if (tmp < min) {
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106 min = tmp;
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107 bestRow = index;
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108 }
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109 }
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110
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111 pair<int, int> colRange = m_m->getColRange(row);
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112 if (colRange.second > col+1) {
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113 colRange.second = col+1; // don't cheat by looking at future :)
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114 }
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115 for (int index = colRange.first; index < colRange.second; index++) {
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116 pathcost_t tmp = m_m->getNormalisedPathCost(row, index);
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117 if (tmp < min) {
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118 min = tmp;
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119 bestCol = index;
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120 bestRow = row;
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121 }
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122 }
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123 }
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124
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125 advance_t
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Chris@171
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126 Finder::getExpandDirection()
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Chris@171
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127 {
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Chris@171
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128 return getExpandDirection(m_m->getFrameCount() - 1,
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Chris@171
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129 m_m->getOtherFrameCount() - 1);
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130 }
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131
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132 advance_t
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133 Finder::getExpandDirection(int row, int col)
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134 {
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135 // To determine which direction to expand the search area in, we
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136 // look at the path costs along the leading edges of the search
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137 // area (the final row and column within the area). We find the
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138 // lowest path cost within the final row, and the lowest within
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139 // the final column, and we compare them. If the row is cheaper
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140 // then we expand by adding another row next to it; if the column
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141 // is cheaper then we expand by adding another column next to
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142 // it. (The overall lowest path cost across the row and column
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143 // represents the best alignment we have within the entire search
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144 // area given the data available and the assumption that the piece
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145 // is not ending yet.)
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146
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147 int bestRow = row;
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148 int bestCol = col;
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149 pathcost_t bestCost = -1;
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150
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151 // cerr << "Finder " << this << "::getExpandDirection: ";
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152
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153 getBestEdgeCost(row, col, bestRow, bestCol, bestCost);
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154
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155 // cerr << "at [" << row << "," << col << "] (cost " << m_m->getPathCost(row, col) << ") blocksize = " << m_m->getBlockSize() << " best is [" << bestRow << "," << bestCol << "] (cost " << bestCost << ")" << endl;
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156
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157 if (bestRow == row) {
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158 if (bestCol == col) {
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159 return AdvanceBoth;
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160 } else {
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161 return AdvanceThis;
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162 }
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163 } else if (bestCol == col) {
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164 return AdvanceOther;
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Chris@45
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165 } else {
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166 return AdvanceNone;
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167 }
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168 }
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169
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170 void
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171 Finder::recalculatePathCostMatrix(int r1, int c1, int r2, int c2)
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172 {
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173 int prevRowStart = 0, prevRowStop = 0;
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174
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175 float diagonalWeight = m_m->getDiagonalWeight();
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176
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177 for (int r = r1; r <= r2; r++) {
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178
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179 pair<int, int> colRange = m_m->getColRange(r);
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180
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181 int rowStart = max(c1, colRange.first);
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182 int rowStop = min(c2 + 1, colRange.second);
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183
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184 for (int c = rowStart; c < rowStop; c++) {
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185
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186 distance_t newStep = m_m->getDistance(r, c);
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187 advance_t dir = AdvanceNone;
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188
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189 if (r > r1) { // not first row
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190 pathcost_t min = -1;
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191 if ((c > prevRowStart) && (c <= prevRowStop)) {
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192 // diagonal from (r-1,c-1)
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193 min = m_m->getPathCost(r-1, c-1) +
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194 distance_t(newStep * diagonalWeight);
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195 dir = AdvanceBoth;
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196 }
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197 if ((c >= prevRowStart) && (c < prevRowStop)) {
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198 // vertical from (r-1,c)
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199 pathcost_t cost = m_m->getPathCost(r-1, c) + newStep;
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200 if ((min < 0) || (cost < min)) {
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201 min = cost;
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202 dir = AdvanceThis;
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203 }
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204 }
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205 if (c > rowStart) {
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206 // horizontal from (r,c-1)
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207 pathcost_t cost = m_m->getPathCost(r, c-1) + newStep;
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208 if ((min < 0) || (cost < min)) {
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209 min = cost;
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210 dir = AdvanceOther;
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211 }
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212 }
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213
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214 m_m->setPathCost(r, c, dir, min);
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215
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216 } else if (c > rowStart) { // first row
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217 // horizontal from (r,c-1)
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218 m_m->setPathCost(r, c, AdvanceOther,
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219 m_m->getPathCost(r, c-1) + newStep);
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220 }
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221 }
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222
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223 prevRowStart = rowStart;
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224 prevRowStop = rowStop;
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225 }
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226 }
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227
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228 #ifdef PERFORM_ERROR_CHECKS
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229 Finder::ErrorPosition
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230 Finder::checkPathCostMatrix()
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231 {
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232 ErrorPosition err;
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233
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234 int r1 = 0;
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235 int c1 = 0;
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236 int r2 = m_m->getFrameCount() - 1;
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237 int c2 = m_m->getOtherFrameCount() - 1;
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238
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239 if (r2 < r1 || c2 < c1) {
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240 return err;
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Chris@81
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241 }
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Chris@81
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242
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Chris@81
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243 int prevRowStart = 0, prevRowStop = 0;
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244
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Chris@83
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245 float diagonalWeight = m_m->getDiagonalWeight();
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246
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Chris@81
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247 for (int r = r1; r <= r2; r++) {
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248
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249 pair<int, int> colRange = m_m->getColRange(r);
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250
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251 int rowStart = max(c1, colRange.first);
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Chris@81
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252 int rowStop = min(c2 + 1, colRange.second);
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253
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254 for (int c = rowStart; c < rowStop; c++) {
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255
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256 distance_t newStep = m_m->getDistance(r, c);
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Chris@183
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257 pathcost_t updateTo = InvalidPathCost;
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Chris@181
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258 advance_t dir = AdvanceNone;
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Chris@81
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259
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Chris@95
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260 if (r > r1) { // not first row
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Chris@182
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261 pathcost_t min = -1;
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Chris@81
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262 if ((c > prevRowStart) && (c <= prevRowStop)) {
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Chris@81
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263 // diagonal from (r-1,c-1)
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Chris@183
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264 min = m_m->getPathCost(r-1, c-1) + distance_t(newStep * diagonalWeight);
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265 err.prevCost = m_m->getPathCost(r-1, c-1);
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Chris@183
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266 err.distance = distance_t(newStep * diagonalWeight);
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Chris@181
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267 dir = AdvanceBoth;
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Chris@81
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268 }
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Chris@81
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269 if ((c >= prevRowStart) && (c < prevRowStop)) {
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Chris@81
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270 // vertical from (r-1,c)
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Chris@182
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271 pathcost_t cost = m_m->getPathCost(r-1, c) + newStep;
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Chris@81
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272 if ((min < 0) || (cost < min)) {
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273 min = cost;
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274 err.prevCost = m_m->getPathCost(r-1, c);
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Chris@182
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275 err.distance = newStep;
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Chris@181
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276 dir = AdvanceThis;
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Chris@81
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277 }
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Chris@81
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278 }
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Chris@81
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279 if (c > rowStart) {
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280 // horizontal from (r,c-1)
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Chris@182
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281 pathcost_t cost = m_m->getPathCost(r, c-1) + newStep;
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Chris@81
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282 if ((min < 0) || (cost < min)) {
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283 min = cost;
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284 err.prevCost = m_m->getPathCost(r, c-1);
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Chris@182
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285 err.distance = newStep;
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Chris@181
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286 dir = AdvanceOther;
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Chris@81
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287 }
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Chris@81
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288 }
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Chris@81
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289
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290 updateTo = min;
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291
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Chris@82
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292 } else { // first row
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Chris@82
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293
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Chris@82
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294 if (c > rowStart) {
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Chris@82
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295 // horizontal from (r,c-1)
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Chris@182
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296 updateTo = m_m->getPathCost(r, c-1) + newStep;
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Chris@83
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297 err.prevCost = m_m->getPathCost(r, c-1);
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Chris@182
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298 err.distance = newStep;
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Chris@181
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299 dir = AdvanceOther;
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Chris@82
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300 }
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Chris@81
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301 }
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Chris@81
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302
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Chris@181
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303 if (dir != AdvanceNone) {
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Chris@86
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304 if (m_m->getAdvance(r, c) != dir) {
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Chris@86
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305 err.type = ErrorPosition::WrongAdvance;
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Chris@86
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306 err.r = r;
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Chris@86
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307 err.c = c;
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Chris@86
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308 err.costWas = m_m->getPathCost(r, c);
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Chris@86
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309 err.costShouldBe = updateTo;
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Chris@86
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310 err.advanceWas = m_m->getAdvance(r, c);
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Chris@86
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311 err.advanceShouldBe = dir;
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Chris@86
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312 return err;
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Chris@86
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313 }
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Chris@84
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314 if (m_m->getPathCost(r, c) != updateTo) {
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Chris@84
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315 err.type = ErrorPosition::WrongCost;
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Chris@84
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316 err.r = r;
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Chris@84
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317 err.c = c;
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Chris@84
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318 err.costWas = m_m->getPathCost(r, c);
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Chris@84
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319 err.costShouldBe = updateTo;
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Chris@84
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320 err.advanceWas = m_m->getAdvance(r, c);
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Chris@84
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321 err.advanceShouldBe = dir;
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Chris@82
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322 return err;
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Chris@82
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323 }
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Chris@82
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324 } else {
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Chris@82
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325 // AdvanceNone should occur only at r = r1, c = c1
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Chris@82
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326 if (r != r1 || c != c1) {
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Chris@82
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327 err.type = ErrorPosition::NoAdvance;
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Chris@82
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328 err.r = r;
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Chris@82
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329 err.c = c;
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Chris@82
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330 err.costWas = m_m->getPathCost(r, c);
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Chris@82
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331 err.costShouldBe = updateTo;
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Chris@84
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332 err.advanceWas = m_m->getAdvance(r, c);
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Chris@84
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333 err.advanceShouldBe = dir;
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Chris@82
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334 return err;
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Chris@82
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335 }
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Chris@81
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336 }
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Chris@81
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337 }
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Chris@81
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338
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Chris@81
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339 prevRowStart = rowStart;
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Chris@81
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340 prevRowStop = rowStop;
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Chris@81
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341 }
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Chris@81
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342
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Chris@81
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343 return err;
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Chris@82
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344 }
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Chris@81
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345
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Chris@92
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346 void
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Chris@92
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347 Finder::checkAndReport()
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Chris@30
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348 {
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Chris@92
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349 cerr << "Finder: Checking path-cost matrix..." << endl;
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Chris@82
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350 ErrorPosition err = checkPathCostMatrix();
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Chris@92
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351 if (err.type == ErrorPosition::NoError) {
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Chris@92
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352 cerr << "No errors found" << endl;
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Chris@92
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353 } else {
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Chris@82
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354 cerr << "\nWARNING: Checking path-cost matrix returned mismatch:" << endl;
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Chris@92
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355 cerr << "Type: " << err.type << ": ";
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Chris@92
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356 switch (err.type) {
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Chris@92
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357 case ErrorPosition::NoError: break;
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Chris@92
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358 case ErrorPosition::WrongCost: cerr << "WrongCost"; break;
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Chris@92
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359 case ErrorPosition::WrongAdvance: cerr << "WrongAdvance"; break;
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Chris@92
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360 case ErrorPosition::NoAdvance: cerr << "NoAdvance"; break;
|
Chris@92
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361 }
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Chris@92
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362 cerr << endl;
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Chris@84
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363 cerr << "At row " << err.r << ", column " << err.c
|
Chris@84
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364 << "\nShould be advancing "
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Chris@84
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365 << Matcher::advanceToString(err.advanceShouldBe)
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Chris@84
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366 << ", advance in matrix is "
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Chris@84
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367 << Matcher::advanceToString(err.advanceWas)
|
Chris@83
|
368 << "\nPrev cost " << err.prevCost
|
Chris@82
|
369 << " plus distance " << err.distance << " gives "
|
Chris@84
|
370 << err.costShouldBe << ", matrix contains " << err.costWas
|
Chris@83
|
371 << endl;
|
Chris@83
|
372 cerr << "Note: diagonal weight = " << m_m->getDiagonalWeight() << endl;
|
Chris@83
|
373 cerr << endl;
|
Chris@92
|
374
|
Chris@95
|
375 int w(4);
|
Chris@95
|
376 int ww(15);
|
Chris@92
|
377
|
Chris@92
|
378 cerr << "Distance matrix leading up to this point:" << endl;
|
Chris@95
|
379 cerr << setprecision(12) << setw(w) << "";
|
Chris@92
|
380 for (int i = -4; i <= 0; ++i) {
|
Chris@95
|
381 cerr << setw(ww) << i;
|
Chris@92
|
382 }
|
Chris@92
|
383 cerr << endl;
|
Chris@92
|
384 for (int j = -4; j <= 0; ++j) {
|
Chris@92
|
385 cerr << setw(w) << j;
|
Chris@92
|
386 for (int i = -4; i <= 0; ++i) {
|
Chris@95
|
387 cerr << setw(ww) << m_m->getDistance(err.r + j, err.c + i);
|
Chris@92
|
388 }
|
Chris@92
|
389 cerr << endl;
|
Chris@92
|
390 }
|
Chris@92
|
391 cerr << endl;
|
Chris@92
|
392
|
Chris@92
|
393 cerr << "Cost matrix leading up to this point:" << endl;
|
Chris@92
|
394 cerr << setw(w) << "";
|
Chris@92
|
395 for (int i = -4; i <= 0; ++i) {
|
Chris@95
|
396 cerr << setw(ww) << i;
|
Chris@92
|
397 }
|
Chris@92
|
398 cerr << endl;
|
Chris@92
|
399 for (int j = -4; j <= 0; ++j) {
|
Chris@92
|
400 cerr << setw(w) << j;
|
Chris@92
|
401 for (int i = -4; i <= 0; ++i) {
|
Chris@95
|
402 cerr << setw(ww) << m_m->getPathCost(err.r + j, err.c + i);
|
Chris@92
|
403 }
|
Chris@92
|
404 cerr << endl;
|
Chris@92
|
405 }
|
Chris@92
|
406 cerr << endl;
|
Chris@82
|
407 }
|
Chris@92
|
408 }
|
Chris@92
|
409 #endif
|
Chris@92
|
410
|
Chris@182
|
411 pathcost_t
|
Chris@163
|
412 Finder::getOverallCost()
|
Chris@163
|
413 {
|
Chris@163
|
414 int ex = m_m->getOtherFrameCount() - 1;
|
Chris@163
|
415 int ey = m_m->getFrameCount() - 1;
|
Chris@163
|
416
|
Chris@163
|
417 if (ex < 0 || ey < 0) {
|
Chris@163
|
418 return 0;
|
Chris@163
|
419 }
|
Chris@163
|
420
|
Chris@165
|
421 return m_m->getPathCost(ey, ex);
|
Chris@163
|
422 }
|
Chris@163
|
423
|
Chris@92
|
424 int
|
Chris@92
|
425 Finder::retrievePath(bool smooth, vector<int> &pathx, vector<int> &pathy)
|
Chris@92
|
426 {
|
Chris@92
|
427 pathx.clear();
|
Chris@92
|
428 pathy.clear();
|
Chris@92
|
429
|
Chris@92
|
430 #ifdef PERFORM_ERROR_CHECKS
|
Chris@92
|
431 checkAndReport();
|
Chris@82
|
432 #endif
|
Chris@82
|
433
|
Chris@72
|
434 int ex = m_m->getOtherFrameCount() - 1;
|
Chris@72
|
435 int ey = m_m->getFrameCount() - 1;
|
Chris@69
|
436
|
Chris@69
|
437 if (ex < 0 || ey < 0) {
|
Chris@69
|
438 return 0;
|
Chris@69
|
439 }
|
Chris@66
|
440
|
Chris@66
|
441 int x = ex;
|
Chris@66
|
442 int y = ey;
|
Chris@30
|
443
|
Chris@140
|
444 #ifdef DEBUG_FINDER
|
Chris@140
|
445 cerr << "*** retrievePath: smooth = " << smooth << endl;
|
Chris@140
|
446 cerr << "*** retrievePath: before: x = " << x << ", y = " << y << endl;
|
Chris@140
|
447 #endif
|
Chris@140
|
448
|
Chris@72
|
449 if (m_duration2 > 0 && m_duration2 < m_m->getOtherFrameCount()) {
|
Chris@72
|
450 x = m_duration2 - 1;
|
Chris@60
|
451 }
|
Chris@72
|
452 if (m_duration1 > 0 && m_duration1 < m_m->getFrameCount()) {
|
Chris@72
|
453 y = m_duration1 - 1;
|
Chris@60
|
454 }
|
Chris@60
|
455
|
Chris@72
|
456 if (!m_m->isAvailable(y, x)) {
|
Chris@66
|
457 // Path did not pass through the expected end point --
|
Chris@66
|
458 // probably means the pieces are substantially different in
|
Chris@66
|
459 // the later bits. Reset the expected end point to the end of
|
Chris@66
|
460 // both files including any trailing silence.
|
Chris@66
|
461 cerr << "NOTE: Path did not pass through expected end point, inputs are probably significantly different" << endl;
|
Chris@66
|
462 x = ex;
|
Chris@66
|
463 y = ey;
|
Chris@66
|
464 }
|
Chris@66
|
465
|
Chris@55
|
466 recalculatePathCostMatrix(0, 0, y, x);
|
Chris@55
|
467
|
Chris@140
|
468 #ifdef DEBUG_FINDER
|
Chris@140
|
469 cerr << "*** retrievePath: start: x = " << x << ", y = " << y << endl;
|
Chris@140
|
470 #endif
|
Chris@66
|
471
|
Chris@72
|
472 while (m_m->isAvailable(y, x) && (x > 0 || y > 0)) {
|
Chris@30
|
473
|
Chris@33
|
474 // cerr << "x = " << x << ", y = " << y;
|
Chris@33
|
475
|
Chris@30
|
476 pathx.push_back(x);
|
Chris@30
|
477 pathy.push_back(y);
|
Chris@30
|
478
|
Chris@72
|
479 switch (m_m->getAdvance(y, x)) {
|
Chris@181
|
480 case AdvanceThis:
|
Chris@70
|
481 // cerr << ", going down (dist = " << getDistance() << ")" << endl;
|
Chris@33
|
482 y--;
|
Chris@33
|
483 break;
|
Chris@181
|
484 case AdvanceOther:
|
Chris@70
|
485 // cerr << ", going left (dist = " << getDistance() << ")" << endl;
|
Chris@33
|
486 x--;
|
Chris@33
|
487 break;
|
Chris@181
|
488 case AdvanceBoth:
|
Chris@70
|
489 // cerr << ", going diag (dist = " << getDistance() << ")" << endl;
|
Chris@33
|
490 x--;
|
Chris@33
|
491 y--;
|
Chris@33
|
492 break;
|
Chris@181
|
493 case AdvanceNone: // this would indicate a bug, but we wouldn't want to hang
|
Chris@69
|
494 cerr << "WARNING: Neither matcher advanced in path backtrack at (" << x << "," << y << ")" << endl;
|
Chris@33
|
495 if (x > y) {
|
Chris@33
|
496 x--;
|
Chris@33
|
497 } else {
|
Chris@33
|
498 y--;
|
Chris@33
|
499 }
|
Chris@33
|
500 break;
|
Chris@30
|
501 }
|
Chris@30
|
502 }
|
Chris@30
|
503
|
Chris@72
|
504 if (x > 0 || y > 0) {
|
Chris@72
|
505 cerr << "WARNING: Ran out of available path at (" << y << "," << x
|
Chris@72
|
506 << ")!" << endl;
|
Chris@72
|
507 }
|
Chris@72
|
508
|
Chris@72
|
509 reverse(pathx.begin(), pathx.end());
|
Chris@72
|
510 reverse(pathy.begin(), pathy.end());
|
Chris@30
|
511
|
Chris@31
|
512 if (smooth) {
|
Chris@180
|
513 int smoothedLen = Path().smooth
|
Chris@180
|
514 (pathx, pathy, static_cast<int>(pathx.size()));
|
Chris@31
|
515 return smoothedLen;
|
Chris@31
|
516 } else {
|
Chris@180
|
517 return static_cast<int>(pathx.size());
|
Chris@31
|
518 }
|
Chris@30
|
519 }
|
Chris@30
|
520
|
Chris@30
|
521
|