void PvtDead::initFromGas(Opm::DeckKeywordConstPtr pvdgKeyword)
{
int numRegions = Opm::PvdgTable::numTables(pvdgKeyword);
// resize the attributes of the object
b_.resize(numRegions);
viscosity_.resize(numRegions);
for (int regionIdx = 0; regionIdx < numRegions; ++regionIdx) {
Opm::PvdgTable pvdgTable(pvdgKeyword, regionIdx);
// Copy data
const std::vector<double>& press = pvdgTable.getPressureColumn();
const std::vector<double>& b = pvdgTable.getFormationFactorColumn();
const std::vector<double>& visc = pvdgTable.getViscosityColumn();
const int sz = b.size();
std::vector<double> bInv(sz);
for (int i = 0; i < sz; ++i) {
bInv[i] = 1.0 / b[i];
}
b_[regionIdx] = NonuniformTableLinear<double>(press, bInv);
viscosity_[regionIdx] = NonuniformTableLinear<double>(press, visc);
}
}
int analyse(const char* filename, const char* outFile){
Mat img = cv_imread(filename), imgG, imgTmp;
if(!img.data){
//cerr << "invalid image" << endl;
throw "[ghosts] invalid image";
}
cvtColor(img, imgG, CV_BGR2GRAY);
int bCntX = (img.cols - w ) / bSize, bCntY = (img.rows - w) / bSize;
int bCnt = bCntX * bCntY;
int bCntR = bCnt;
int res = 0;
vector<vector<vector<double> > > bGhosts(bCnt);
vector<vector<vector<double> > > bInv(bCnt);
vector<double> bPredict(bCnt);
for(int i = 0; i < bCnt; i++){
bGhosts[i].resize(w * w);
for(int j = 0; j < w * w; j++)
bGhosts[i][j].resize(101);
}
double elaAv = 0.0;
for(int q = min(qNorm, qMin); q <= qMax; q++){
if(!(q == qNorm || (q >= qMin && q <= qMax)))
continue;
for(int j = 0; j < w * w; j++){
Rect curRoi = Rect(j % w, j / w, img.cols - j % w, img.rows - j / w);
vector<int> compParams;
vector<uchar> buff;
compParams.push_back(CV_IMWRITE_JPEG_QUALITY);
compParams.push_back(q);
imencode(".jpg", imgG(curRoi), buff, compParams);
imgTmp = imdecode(buff, 0);
for(int i = 0; i < bCnt; i++){
bGhosts[i][j][q] = calcDiff(imgG(curRoi), imgTmp, bCoordX, bCoordY, bCoordX + bSize, bCoordY + bSize);
if(q == qNorm && j == 1)
elaAv += bGhosts[i][j][q];
}
}
fprintf(stderr, "\r%d", q);
}
elaAv /= bCnt;
for(int i = 0; i < bCnt; i++){
vector<double> predictArgsV;
predictArgsV.push_back(bCoordX);
predictArgsV.push_back(bCoordY);
predictArgsV.push_back(elaAv);
predictArgsV.push_back(bGhosts[i][1][qNorm]);
bPredict[i] = predictF(imgG, predictArgsV);
if(bPredict[i] == 1)
bCntR--;
}
for(int i = 0; i < bCnt; i++)
for(int j = 0; j < w * w; j++)
bGhosts[i][j] = nrm(bGhosts[i][j]);
if(1){
for(int i = 0; i < bCnt; i++){
bInv[i].resize(101);
if(bPredict[i] == 1)
continue;
vector<double> m1V(101), m2V(101);
for(int q = qMin; q <= qMax; q++){
for(int j = 1; j < w * w; j++) // -- j = 1
m1V[q] += bGhosts[i][j][q];
m1V[q] /= w * w - 1;
}
for(int q = qMin; q <= qMax; q++){
for(int j = 1; j < w * w; j++) // -- j = 1
m2V[q] += bGhosts[i][j][q] * bGhosts[i][j][q];
m2V[q] = sqrt(m2V[q] / (w * w - 1) - m1V[q] * m1V[q]);
}
for(int q = qMin; q <= qMax; q++){
double maxD = -1, minD = 2;
for(int j = 1; j < w * w; j++){ // -- j = 1
if(bGhosts[i][j][q] < minD)
minD = bGhosts[i][j][q];
if(bGhosts[i][j][q] > maxD)
maxD = bGhosts[i][j][q];
}
double dlt = max((maxD - minD) / 3.0, 0.01);
double dlt1 = max((maxD - minD) / 6.0, 0.004);
if((bGhosts[i][0][q] < minD - dlt || bGhosts[i][0][q] > maxD + dlt)/* && q <= qMax - 3 && q >= qMin + 3*/){
bInv[i][q].push_back(1);
}else
bInv[i][q].push_back(0);
if((bGhosts[i][0][q] < minD - dlt1 || bGhosts[i][0][q] > maxD + dlt1)/* && q <= qMax - 3 && q >= qMin + 3*/){
bInv[i][q].push_back(1);
}else
bInv[i][q].push_back(0);
}
}
vector<double> qMask(101);
int qMaskCnt = 0;
for(int q = qMin; q <= qMax; q++){
for(int i = 0; i < bCnt; i++){
if(bPredict[i] == 1)
continue;
if(bInv[i][q][0] == 1)
qMask[q]++;
}
if(qMask[q] / bCntR > 0.5){
qMask[q] = 1;
qMaskCnt++;
}else
qMask[q] = 0;
cerr << qMask[q];
}
cerr << endl;
if(qMaskCnt < 3){
//cerr << "don't want to analyse" << endl;
//throw "[ghosts] don't want to analyse";
return -1;
}
for(int i = 0; i < bCnt; i++){
int clr;
if(bPredict[i] == 1)
clr = 0;
else{
int tmpI2 = 0;
for(int q = qMin; q <= qMax; q++)
if(qMask[q] == 1 && bInv[i][q][1] == 1){
tmpI2++;
}
if((tmpI2 <= 0 && qMaskCnt >= 3) ||
(tmpI2 <= 1 && qMaskCnt >= 4) ||
(tmpI2 <= 2 && qMaskCnt >= 5) ||
(tmpI2 <= 3 && qMaskCnt >= 8))
tmpI2 = 0;
clr = (tmpI2 == 0);
}
if(clr){
res++;
for(int ix = bCoordX; ix < bCoordX + bSize; ix++)
for(int iy = bCoordY; iy < bCoordY + bSize; iy++)
img.at<Vec3b>(iy, ix)[2] = 255;
}
}
if(outFile)
cv_imwrite(outFile, img);
}
return res;
}
