ophGen.cpp

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#include "ophGen.h"
#include "sys.h"
#include "function.h"
#include <cuda_runtime_api.h>
#include <cufft.h>
#include <omp.h>
#include <iostream>
#include <sstream>
#include <algorithm>
#include "ImgControl.h"
#include "tinyxml2.h"
#include "PLYparser.h"

extern "C"
{
    void cudaFFT(CUstream_st* stream, int nx, int ny, cufftDoubleComplex* in_filed, cufftDoubleComplex* output_field, int direction, bool bNormailized = false);

    void cudaCropFringe(CUstream_st* stream, int nx, int ny, cufftDoubleComplex* in_field, cufftDoubleComplex* out_field, int cropx1, int cropx2, int cropy1, int cropy2);

    void cudaGetFringe(CUstream_st* stream, int pnx, int pny, cufftDoubleComplex* in_field, cufftDoubleComplex* out_field, int sig_locationx, int sig_locationy,
        Real ssx, Real ssy, Real ppx, Real ppy, Real PI);
}

ophGen::ophGen(void)
    : Openholo()
    , m_vecEncodeSize()
    , ENCODE_METHOD(0)
    , SSB_PASSBAND(0)
    , m_elapsedTime(0.0)
    , m_lpEncoded(nullptr)
    , m_lpNormalized(nullptr)
    , m_nOldChannel(0)
    , m_precision(PRECISION::DOUBLE)
    , m_dFieldLength(0.0)
    , m_nStream(1)
    , m_mode(0)
    , AS(nullptr)
    , normalized(nullptr)
    , fftTemp(nullptr)
    , weight(nullptr)
    , weightC(nullptr)
    , freqW(nullptr)
    , realEnc(nullptr)
    , binary(nullptr)
    , maskSSB(nullptr)
    , maskHP(nullptr)
    , m_bRandomPhase(false)
{

}

ophGen::~ophGen(void)
{

}

void ophGen::initialize(void)
{
    // Output Image Size
    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];
    const uint nChannel = context_.waveNum;

    // Memory Location for Result Image
    if (complex_H != nullptr) {
        for (uint i = 0; i < m_nOldChannel; i++) {
            if (complex_H[i] != nullptr) {
                delete[] complex_H[i];
                complex_H[i] = nullptr;
            }
        }
        delete[] complex_H;
        complex_H = nullptr;
    }

    complex_H = new Complex<Real>*[nChannel];
    for (uint i = 0; i < nChannel; i++) {
        complex_H[i] = new Complex<Real>[pnXY];
        memset(complex_H[i], 0, sizeof(Complex<Real>) * pnXY);
    }

    if (m_lpEncoded != nullptr) {
        for (uint i = 0; i < m_nOldChannel; i++) {
            if (m_lpEncoded[i] != nullptr) {
                delete[] m_lpEncoded[i];
                m_lpEncoded[i] = nullptr;
            }
        }
        delete[] m_lpEncoded;
        m_lpEncoded = nullptr;
    }
    m_lpEncoded = new Real*[nChannel];
    for (uint i = 0; i < nChannel; i++) {
        m_lpEncoded[i] = new Real[pnXY];
        memset(m_lpEncoded[i], 0, sizeof(Real) * pnXY);
    }

    if (m_lpNormalized != nullptr) {
        for (uint i = 0; i < m_nOldChannel; i++) {
            if (m_lpNormalized[i] != nullptr) {
                delete[] m_lpNormalized[i];
                m_lpNormalized[i] = nullptr;
            }
        }
        delete[] m_lpNormalized;
        m_lpNormalized = nullptr;
    }
    m_lpNormalized = new uchar*[nChannel];
    for (uint i = 0; i < nChannel; i++) {
        m_lpNormalized[i] = new uchar[pnXY];
        memset(m_lpNormalized[i], 0, sizeof(uchar) * pnXY);
    }

    m_nOldChannel = nChannel;
    m_vecEncodeSize[_X] = context_.pixel_number[_X];
    m_vecEncodeSize[_Y] = context_.pixel_number[_Y];
}

int ophGen::loadPointCloud(const char* pc_file, OphPointCloudData *pc_data_)
{
    int n_points = 0;
    auto begin = CUR_TIME;

    PLYparser plyIO;
    if (!plyIO.loadPLY(pc_file, pc_data_->n_points, &pc_data_->vertices))
        n_points = -1;
    else
        n_points = pc_data_->n_points;
    LOG("%s : %.5lf (sec)\n", __FUNCTION__, ELAPSED_TIME(begin, CUR_TIME));
    return n_points;
}

bool ophGen::readConfig(const char* fname)
{
    bool bRet = true;
    using namespace tinyxml2;
    tinyxml2::XMLDocument xml_doc;
    XMLNode *xml_node = nullptr;

    if (!checkExtension(fname, ".xml"))
    {
        LOG("<FAILED> Wrong file ext.\n");
        return false;
    }
    auto ret = xml_doc.LoadFile(fname);
    if (ret != XML_SUCCESS)
    {
        LOG("<FAILED> Loading file (%d)\n", ret);
        return false;
    }
    xml_node = xml_doc.FirstChild();

    int nWave = 1;
    char szNodeName[32] = { 0, };

    sprintf(szNodeName, "SLM_WaveNum");
    auto next = xml_node->FirstChildElement(szNodeName); // OffsetInDepth
    if (!next || XML_SUCCESS != next->QueryIntText(&nWave))
    {
        LOG("<FAILED> Not found node : \'%s\' (Integer) \n", szNodeName);
        bRet = false;
    }
    context_.waveNum = nWave;
    if (context_.wave_length) delete[] context_.wave_length;
    context_.wave_length = new Real[nWave];

    for (int i = 1; i <= nWave; i++) {
        sprintf(szNodeName, "SLM_WaveLength_%d", i);
        next = xml_node->FirstChildElement(szNodeName);
        if (!next || XML_SUCCESS != next->QueryDoubleText(&context_.wave_length[i - 1]))
        {
            LOG("<FAILED> Not found node : \'%s\' (Double) \n", szNodeName);
            bRet = false;
        }
    }

    sprintf(szNodeName, "SLM_PixelNumX");
    next = xml_node->FirstChildElement(szNodeName);
    if (!next || XML_SUCCESS != next->QueryIntText(&context_.pixel_number[_X]))
    {
        LOG("<FAILED> Not found node : \'%s\' (Integer) \n", szNodeName);
        bRet = false;
    }

    sprintf(szNodeName, "SLM_PixelNumY");
    next = xml_node->FirstChildElement(szNodeName);
    if (!next || XML_SUCCESS != next->QueryIntText(&context_.pixel_number[_Y]))
    {
        LOG("<FAILED> Not found node : \'%s\' (Integer) \n", szNodeName);
        bRet = false;
    }

    sprintf(szNodeName, "SLM_PixelPitchX");
    next = xml_node->FirstChildElement("SLM_PixelPitchX");
    if (!next || XML_SUCCESS != next->QueryDoubleText(&context_.pixel_pitch[_X]))
    {
        LOG("<FAILED> Not found node : \'%s\' (Double) \n", szNodeName);
        bRet = false;
    }

    sprintf(szNodeName, "SLM_PixelPitchY");
    next = xml_node->FirstChildElement("SLM_PixelPitchY");
    if (!next || XML_SUCCESS != next->QueryDoubleText(&context_.pixel_pitch[_Y]))
    {
        LOG("<FAILED> Not found node : \'%s\' (Double) \n", szNodeName);
        bRet = false;
    }

    // option
    next = xml_node->FirstChildElement("IMG_Rotation");
    if (!next || XML_SUCCESS != next->QueryBoolText(&imgCfg.rotate))
        imgCfg.rotate = false;
    next = xml_node->FirstChildElement("IMG_Merge");
    if (!next || XML_SUCCESS != next->QueryBoolText(&imgCfg.merge))
        imgCfg.merge = false;
    next = xml_node->FirstChildElement("IMG_Flip");
    if (!next || XML_SUCCESS != next->QueryIntText(&imgCfg.flip))
        imgCfg.flip = 0;
    next = xml_node->FirstChildElement("DoublePrecision");
    if (!next || XML_SUCCESS != next->QueryBoolText(&context_.bUseDP))
        context_.bUseDP = true;
    next = xml_node->FirstChildElement("ShiftX");
    if (!next || XML_SUCCESS != next->QueryDoubleText(&context_.shift[_X]))
        context_.shift[_X] = 0.0;
    next = xml_node->FirstChildElement("ShiftY");
    if (!next || XML_SUCCESS != next->QueryDoubleText(&context_.shift[_Y]))
        context_.shift[_Y] = 0.0;
    next = xml_node->FirstChildElement("ShiftZ");
    if (!next || XML_SUCCESS != next->QueryDoubleText(&context_.shift[_Z]))
        context_.shift[_Z] = 0.0;
    next = xml_node->FirstChildElement("FieldLength");
    if (!next || XML_SUCCESS != next->QueryDoubleText(&m_dFieldLength))
        m_dFieldLength = 0.0;
    next = xml_node->FirstChildElement("RandomPhase");
    if (!next || XML_SUCCESS != next->QueryBoolText(&m_bRandomPhase))
        m_bRandomPhase = false;
    next = xml_node->FirstChildElement("NumOfStream");
    if (!next || XML_SUCCESS != next->QueryIntText(&m_nStream))
        m_nStream = 1;

    context_.ss[_X] = context_.pixel_number[_X] * context_.pixel_pitch[_X];
    context_.ss[_Y] = context_.pixel_number[_Y] * context_.pixel_pitch[_Y];

    Openholo::setPixelNumberOHC(context_.pixel_number);
    Openholo::setPixelPitchOHC(context_.pixel_pitch);

    OHC_encoder->clearWavelength();
    for (int i = 0; i < nWave; i++)
        Openholo::setWavelengthOHC(context_.wave_length[i], LenUnit::m);

    LOG("**************************************************\n");
    LOG("                Read Config (Common)              \n");
    LOG("1) SLM Number of Waves : %d\n", context_.waveNum);
    for (uint i = 0; i < context_.waveNum; i++)
        LOG(" 1-%d) SLM Wave length : %e\n", i + 1, context_.wave_length[i]);
    LOG("2) SLM Resolution : %d x %d\n", context_.pixel_number[_X], context_.pixel_number[_Y]);
    LOG("3) SLM Pixel Pitch : %e x %e\n", context_.pixel_pitch[_X], context_.pixel_pitch[_Y]);
    LOG("4) Image Rotate : %s\n", imgCfg.rotate ? "Y" : "N");
    LOG("5) Image Flip : %s\n", (imgCfg.flip == FLIP::NONE) ? "NONE" : 
        (imgCfg.flip == FLIP::VERTICAL) ? "VERTICAL" : 
        (imgCfg.flip == FLIP::HORIZONTAL) ? "HORIZONTAL" : "BOTH");
    LOG("6) Image Merge : %s\n", imgCfg.merge ? "Y" : "N");
    LOG("**************************************************\n");

    return bRet;
}


void ophGen::RS_Diffraction(Point src, Complex<Real> *dst, Real lambda, Real distance, Real amplitude)
{
    OphConfig *pConfig = &context_;
    const int pnX = pConfig->pixel_number[_X];
    const int pnY = pConfig->pixel_number[_Y];
    const int pnXY = pnX * pnY;
    const Real ppX = pConfig->pixel_pitch[_X];
    const Real ppY = pConfig->pixel_pitch[_Y];
    const Real ssX = pConfig->ss[_X] = pnX * ppX;
    const Real ssY = pConfig->ss[_Y] = pnY * ppY;
    const int offsetX = pConfig->offset[_X];
    const int offsetY = pConfig->offset[_Y];

    const Real tx = lambda / (2 * ppX);
    const Real ty = lambda / (2 * ppY);
    const Real sqrtX = sqrt(1 - (tx * tx));
    const Real sqrtY = sqrt(1 - (ty * ty));
    const Real x = -ssX / 2;
    const Real y = -ssY / 2;
    const Real k = (2 * M_PI) / lambda;
    Real z = src.pos[_Z] + distance;
    Real zz = z * z;
    Real ampZ = amplitude * z;

    Real _xbound[2] = {
        src.pos[_X] + abs(tx / sqrtX * z),
        src.pos[_X] - abs(tx / sqrtX * z)
    };

    Real _ybound[2] = {
        src.pos[_Y] + abs(ty / sqrtY * z),
        src.pos[_Y] - abs(ty / sqrtY * z)
    };

    Real Xbound[2] = {
        floor((_xbound[_X] - x) / ppX) + 1,
        floor((_xbound[_Y] - x) / ppX) + 1
    };

    Real Ybound[2] = {
        pnY - floor((_ybound[_Y] - y) / ppY),
        pnY - floor((_ybound[_X] - y) / ppY)
    };

    if (Xbound[_X] > pnX)   Xbound[_X] = pnX;
    if (Xbound[_Y] < 0)     Xbound[_Y] = 0;
    if (Ybound[_X] > pnY) Ybound[_X] = pnY;
    if (Ybound[_Y] < 0)     Ybound[_Y] = 0;


    for (int yytr = Ybound[_Y]; yytr < Ybound[_X]; ++yytr)
    {
        int offset = yytr * pnX;
        Real yyy = y + ((pnY - yytr + offsetY) * ppY);

        Real range_x[2] = {
            src.pos[_X] + abs(tx / sqrtX * sqrt((yyy - src.pos[_Y]) * (yyy - src.pos[_Y]) + zz)),
            src.pos[_X] - abs(tx / sqrtX * sqrt((yyy - src.pos[_Y]) * (yyy - src.pos[_Y]) + zz))
        };

        for (int xxtr = Xbound[_Y]; xxtr < Xbound[_X]; ++xxtr)
        {
            Real xxx = x + ((xxtr - 1 + offsetX) * ppX);
            Real r = sqrt((xxx - src.pos[_X]) * (xxx - src.pos[_X]) + (yyy - src.pos[_Y]) * (yyy - src.pos[_Y]) + zz);
            Real range_y[2] = {
                src.pos[_Y] + abs(ty / sqrtY * sqrt((xxx - src.pos[_X]) * (xxx - src.pos[_X]) + zz)),
                src.pos[_Y] - abs(ty / sqrtY * sqrt((xxx - src.pos[_X]) * (xxx - src.pos[_X]) + zz))
            };

            if (((xxx < range_x[_X]) && (xxx > range_x[_Y])) && ((yyy < range_y[_X]) && (yyy > range_y[_Y]))) {
                Real kr = k * r;
                Real operand = lambda * r * r;
                Real res_real = (ampZ * sin(kr)) / operand;
                Real res_imag = (-ampZ * cos(kr)) / operand;
#ifdef _OPENMP 
#pragma omp atomic
                dst[offset + xxtr][_RE] += res_real;
#endif
#ifdef _OPENMP 
#pragma omp atomic
                dst[offset + xxtr][_IM] += res_imag;
#endif
            }
        }
    }
}

void ophGen::Fresnel_Diffraction(Point src, Complex<Real> *dst, Real lambda, Real distance, Real amplitude)
{
    OphConfig *pConfig = &context_;
    const int pnX = pConfig->pixel_number[_X];
    const int pnY = pConfig->pixel_number[_Y];
    const int pnXY = pnX * pnY;
    const Real ppX = pConfig->pixel_pitch[_X];
    const Real ppY = pConfig->pixel_pitch[_Y];
    const Real ssX = pConfig->ss[_X] = pnX * ppX;
    const Real ssY = pConfig->ss[_Y] = pnY * ppY;
    const int offsetX = pConfig->offset[_X];
    const int offsetY = pConfig->offset[_Y];
    const Real k = (2 * M_PI) / lambda;

    // for performance
    Real x = -ssX / 2;
    Real y = -ssY / 2;
    Real z = src.pos[_Z] + distance;
    Real zz = z * z;
    Real operand = lambda * z;

    Real _xbound[2] = {
        src.pos[_X] + abs(operand / (2 * ppX)),
        src.pos[_X] - abs(operand / (2 * ppX))
    };

    Real _ybound[2] = {
        src.pos[_Y] + abs(operand / (2 * ppY)),
        src.pos[_Y] - abs(operand / (2 * ppY))
    };

    Real Xbound[2] = {
        floor((_xbound[_X] - x) / ppX) + 1,
        floor((_xbound[_Y] - x) / ppX) + 1
    };

    Real Ybound[2] = {
        pnY - floor((_ybound[_Y] - y) / ppY),
        pnY - floor((_ybound[_X] - y) / ppY)
    };

    if (Xbound[_X] > pnX)   Xbound[_X] = pnX;
    if (Xbound[_Y] < 0)     Xbound[_Y] = 0;
    if (Ybound[_X] > pnY) Ybound[_X] = pnY;
    if (Ybound[_Y] < 0)     Ybound[_Y] = 0;

    for (int yytr = Ybound[_Y]; yytr < Ybound[_X]; ++yytr)
    {
        Real yyy = (y + (pnY - yytr + offsetY) * ppY) - src.pos[_Y];
        int offset = yytr * pnX;
        for (int xxtr = Xbound[_Y]; xxtr < Xbound[_X]; ++xxtr)
        {
            Real xxx = (x + (xxtr - 1 + offsetX) * ppX) - src.pos[_X];
            Real p = k * (xxx * xxx + yyy * yyy + 2 * zz) / (2 * z);

            Real res_real = amplitude * sin(p) / operand;
            Real res_imag = amplitude * (-cos(p)) / operand;

#ifdef _OPENMP 
#pragma omp atomic
#endif
            dst[offset + xxtr][_RE] += res_real;
#ifdef _OPENMP 
#pragma omp atomic
#endif
            dst[offset + xxtr][_IM] += res_imag;
        }
    }
}

void ophGen::Fresnel_FFT(Complex<Real> *src, Complex<Real> *dst, Real lambda, Real waveRatio, Real distance)
{
    OphConfig *pConfig = &context_;
    const int pnX = pConfig->pixel_number[_X];
    const int pnY = pConfig->pixel_number[_Y];
    const int pnXY = pnX * pnY;
    const Real ppX = pConfig->pixel_pitch[_X];
    const Real ppY = pConfig->pixel_pitch[_Y];
    const Real ssX = pConfig->ss[_X] = pnX * ppX;
    const Real ssY = pConfig->ss[_Y] = pnY * ppY;
    const Real ssX2 = ssX * 2;
    const Real ssY2 = ssY * 2;
    const Real k = (2 * M_PI) / lambda;

    int newSize = pnXY * 4;// *waveRatio;
    Complex<Real>* in2x = new Complex<Real>[newSize];
    memset(in2x, 0, sizeof(Complex<Real>) * newSize);

    uint idxIn = 0;
    int half_pnX = pnX >> 1;
    int half_pnY = pnY >> 1;
    int pnX2 = pnX * 2;
    int pnY2 = pnY * 2;

    for (int i = 0; i < pnY; i++) {
        for (int j = 0; j < pnX; j++) {
            in2x[(i + half_pnY) * pnX2 + (j + half_pnX)] = src[idxIn++];
        }
    }

    Complex<Real>* temp1 = new Complex<Real>[newSize];

    fft2({ pnX2, pnY2 }, in2x, OPH_FORWARD, OPH_ESTIMATE); // fft spatial domain 
    fft2(in2x, temp1, pnX2, pnY2, OPH_FORWARD, false); // 

    Real* fx = new Real[newSize];
    Real* fy = new Real[newSize];

    uint i = 0;

    for (int idxFy = -pnY; idxFy < pnY; idxFy++) {
        for (int idxFx = -pnX; idxFx < pnX; idxFx++) {
            fx[i] = idxFx / ssX2;
            fy[i] = idxFy / ssY2;
            i++;
        }
    }

    Complex<Real>* prop = new Complex<Real>[newSize];
    memset(prop, 0, sizeof(Complex<Real>) * newSize);

    Real sqrtPart;

    Complex<Real>* temp2 = new Complex<Real>[newSize];
    Real lambda_square = lambda * lambda;
    Real tmp = 2 * M_PI * distance;

    for (int i = 0; i < newSize; i++) {
        sqrtPart = sqrt(1 / lambda_square - fx[i] * fx[i] - fy[i] * fy[i]);
        prop[i][_IM] = tmp;
        prop[i][_IM] *= sqrtPart;
        temp2[i] = temp1[i] * exp(prop[i]);
    }

    Complex<Real>* temp3 = new Complex<Real>[newSize];
    fft2({ pnX2, pnY2 }, temp2, OPH_BACKWARD, OPH_ESTIMATE);
    fft2(temp2, temp3, pnX2, pnY2, OPH_BACKWARD, false);

    uint idxOut = 0;
    for (int i = 0; i < pnY; i++) {
        for (int j = 0; j < pnX; j++) {
            dst[idxOut++] = temp3[(i + half_pnY) * pnX2 + (j + half_pnX)];
        }
    }

    delete[] in2x;
    delete[] temp1;
    delete[] fx;
    delete[] fy;
    delete[] prop;
    delete[] temp2;
    delete[] temp3;
}

void ophGen::AngularSpectrumMethod(Complex<Real> *src, Complex<Real> *dst, Real lambda, Real distance)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const int N = pnX * pnY;
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const Real ssX = context_.ss[_X] = pnX * ppX;
    const Real ssY = context_.ss[_Y] = pnY * ppY;

    Real dfx = 1 / ssX;
    Real dfy = 1 / ssY;

    Real k = context_.k = (2 * M_PI / lambda);
    Real kk = k * k;
    Real kd = k * distance;
    Real fx = -1 / (ppX * 2);
    Real fy = 1 / (ppY * 2);

#ifdef _OPENMP
#pragma omp parallel for firstprivate(pnX, dfx, dfy, lambda, kd, kk)
#endif
    for (int i = 0; i < N; i++)
    {
        Real x = i % pnX;
        Real y = i / pnX;

        Real fxx = fx + dfx * x;
        Real fyy = fy - dfy - dfy * y;

        Real fxxx = lambda * fxx;
        Real fyyy = lambda * fyy;

        Real sval = sqrt(1 - (fxxx * fxxx) - (fyyy * fyyy));
        sval = sval * kd;
        Complex<Real> kernel(0, sval);
        kernel.exp();

        bool prop_mask = ((fxx * fxx + fyy * fyy) < kk) ? true : false;

        Complex<Real> u_frequency;
        if (prop_mask) {
            u_frequency = kernel * src[i];
            dst[i][_RE] += u_frequency[_RE];
            dst[i][_IM] += u_frequency[_IM];
        }
    }
}

void ophGen::conv_fft2(Complex<Real>* src1, Complex<Real>* src2, Complex<Real>* dst, ivec2 size)
{
    int N = size[_X] * size[_Y];
    if (N <= 0) return;

    Complex<Real>* src1FT = new Complex<Real>[N];
    Complex<Real>* src2FT = new Complex<Real>[N];
    Complex<Real>* dstFT = new Complex<Real>[N];

    fft2(src1, src1FT, size[_X], size[_Y], OPH_FORWARD, (bool)OPH_ESTIMATE);
    fft2(src2, src2FT, size[_X], size[_Y], OPH_FORWARD, (bool)OPH_ESTIMATE);

    for (int i = 0; i < N; i++)
        dstFT[i] = src1FT[i] * src2FT[i];

    fft2(dstFT, dst, size[_X], size[_Y], OPH_BACKWARD, (bool)OPH_ESTIMATE);

    delete[] src1FT;
    delete[] src2FT;
    delete[] dstFT;
}

void ophGen::normalize(uint ch)
{
    const uint pnX = context_.pixel_number[_X];
    const uint pnY = context_.pixel_number[_Y];
    oph::normalize((Real *)m_lpEncoded[ch], m_lpNormalized[ch], pnX, pnY);
}

void ophGen::normalize(void)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const uint nWave = context_.waveNum;
    const long long int N = pnX * pnY;
    
    Real min = MAX_DOUBLE, max = MIN_DOUBLE, gap = 0;
    for (uint ch = 0; ch < nWave; ch++)
    {
        Real minTmp = minOfArr(m_lpEncoded[ch], N);
        Real maxTmp = maxOfArr(m_lpEncoded[ch], N);

        if (min > minTmp)
            min = minTmp;
        if (max < maxTmp)
            max = maxTmp;
    }

    gap = max - min;
    for (uint ch = 0; ch < nWave; ch++)
    {
#ifdef _OPENMP
#pragma omp parallel for firstprivate(min, gap, pnX)
#endif
        for (int j = 0; j < pnY; j++) {
            for (int i = 0; i < pnX; i++) {
                int idx = j * pnX + i;
                m_lpNormalized[ch][idx] = (((m_lpEncoded[ch][idx] - min) / gap) * 255 + 0.5);
            }
        }
    }
}

bool ophGen::save(const char* fname, uint8_t bitsperpixel, uchar* src, uint px, uint py)
{
    bool bOK = false;

    if (fname == nullptr) return bOK;

    uchar* source = src;
    bool bAlloc = false;
    const uint nChannel = context_.waveNum;

    ivec2 p(px, py);
    if (px == 0 && py == 0)
        p = ivec2(context_.pixel_number[_X], context_.pixel_number[_Y]);


    std::string file = fname;
    std::replace(file.begin(), file.end(), '\\', '/');

    // split path
    std::vector<std::string> components;
    std::stringstream ss(file);
    std::string item;
    char token = '/';

    while (std::getline(ss, item, token)) {
        components.push_back(item);
    }

    std::string dir;

    for (size_t i = 0; i < components.size() - 1; i++)
    {
        dir += components[i];
        dir += "/";
    }

    std::string filename = components[components.size() - 1];

    // find extension
    bool hasExt;
    size_t ext_pos = file.rfind(".");
    hasExt = (ext_pos == string::npos) ? false : true;

    if (!hasExt)
        filename.append(".bmp");

    std::string fullpath = dir + filename;
    
    if (src == nullptr) {
        if (nChannel == 1) {
            source = m_lpNormalized[0];
            saveAsImg(fullpath.c_str(), bitsperpixel, source, p[_X], p[_Y]);
        }
        else if (nChannel == 3) {
            if (imgCfg.merge) {
                uint nSize = (((p[_X] * bitsperpixel >> 3) + 3) & ~3) * p[_Y];
                source = new uchar[nSize];
                bAlloc = true;
                for (uint i = 0; i < nChannel; i++) {
                    mergeColor(i, p[_X], p[_Y], m_lpNormalized[i], source);
                }

                saveAsImg(fullpath.c_str(), bitsperpixel, source, p[_X], p[_Y]);
                if (bAlloc) delete[] source;
            }
            else {
                for (uint i = 0; i < nChannel; i++) {
                    char path[FILENAME_MAX] = { 0, };
                    sprintf(path, "%s%d_%s", dir.c_str(), i, filename.c_str());
                    source = m_lpNormalized[i];
                    saveAsImg(path, bitsperpixel / nChannel, source, p[_X], p[_Y]);
                }
            }
        }
        else return false;
    }
    else
        saveAsImg(fullpath.c_str(), bitsperpixel, source, p[_X], p[_Y]);

    return true;
}

void* ophGen::load(const char * fname)
{
    if (checkExtension(fname, ".bmp")) {
        return Openholo::loadAsImg(fname);
    }
    else {          // when extension is not .bmp
        return nullptr;
    }

    return nullptr;
}

bool ophGen::loadAsOhc(const char * fname)
{
    if (!Openholo::loadAsOhc(fname)) return false;

    const uint nChannel = context_.waveNum;
    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];

    m_lpEncoded = new Real*[nChannel];
    m_lpNormalized = new uchar*[nChannel];
    for (uint ch = 0; ch < nChannel; ch++) {
        m_lpEncoded[ch] = new Real[pnXY];
        memset(m_lpEncoded[ch], 0, sizeof(Real) * pnXY);
        m_lpNormalized[ch] = new uchar[pnXY];
        memset(m_lpNormalized[ch], 0, sizeof(uchar) * pnXY);
    }
    return true;
}

void ophGen::resetBuffer()
{
    int N = context_.pixel_number[_X] * context_.pixel_number[_Y];
    int N2 = m_vecEncodeSize[_X] * m_vecEncodeSize[_Y];

    for (uint ch = 0; ch < context_.waveNum; ch++) {
        if (complex_H[ch])
            memset(complex_H[ch], 0., sizeof(Complex<Real>) * N);
        if (m_lpEncoded[ch])
            memset(m_lpEncoded[ch], 0., sizeof(Real) * N2);
        if (m_lpNormalized[ch])
            memset(m_lpNormalized[ch], 0, sizeof(uchar) * N2);
    }
}

void ophGen::encoding(unsigned int ENCODE_FLAG)
{
    auto begin = CUR_TIME;

    // func pointer
    void (ophGen::*encodeFunc) (Complex<Real>*, Real*, const int) = nullptr;

    Complex<Real> *holo = nullptr;
    Real *encoded = nullptr;
    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];
    m_vecEncodeSize = context_.pixel_number;

    switch (ENCODE_FLAG)
    {
    case ENCODE_PHASE: encodeFunc = &ophGen::Phase; LOG("ENCODE_PHASE\n"); break;
    case ENCODE_AMPLITUDE: encodeFunc = &ophGen::Amplitude; LOG("ENCODE_AMPLITUDE\n"); break;
    case ENCODE_REAL: encodeFunc = &ophGen::RealPart; LOG("ENCODE_REAL\n"); break;
    case ENCODE_IMAGINARY: encodeFunc = &ophGen::ImaginaryPart; LOG("ENCODE_IMAGINARY\n"); break;
    case ENCODE_SIMPLENI: encodeFunc = &ophGen::SimpleNI; LOG("ENCODE_SIMPLENI\n"); break;
    case ENCODE_BURCKHARDT: encodeFunc = &ophGen::Burckhardt; LOG("ENCODE_BURCKHARDT\n"); break;
    case ENCODE_TWOPHASE: encodeFunc = &ophGen::TwoPhase; LOG("ENCODE_TWOPHASE\n"); break;
    default: 
        LOG("<FAILED> WRONG PARAMETERS.\n");
        LOG("%s : %.5lf (sec)\n", __FUNCTION__, ELAPSED_TIME(begin, CUR_TIME));
        return;
    }

    for (uint ch = 0; ch < context_.waveNum; ch++) {
        holo = complex_H[ch];
        encoded = m_lpEncoded[ch];
        (this->*encodeFunc)(holo, encoded, m_vecEncodeSize[_X] * m_vecEncodeSize[_Y]);
    }
    LOG("%s : %.5lf (sec)\n", __FUNCTION__, ELAPSED_TIME(begin, CUR_TIME));
}

//template <typename T>
//void ophGen::encoding(unsigned int ENCODE_FLAG, Complex<T>* holo, T* encoded)
void ophGen::encoding(unsigned int ENCODE_FLAG, Complex<Real>* holo, Real* encoded)
{
    auto begin = CUR_TIME;
    // func pointer
    void (ophGen::*encodeFunc) (Complex<Real>*, Real*, const int) = nullptr;

    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];
    m_vecEncodeSize = context_.pixel_number;

    switch (ENCODE_FLAG)
    {
    case ENCODE_PHASE: encodeFunc = &ophGen::Phase; LOG("ENCODE_PHASE\n"); break;
    case ENCODE_AMPLITUDE: encodeFunc = &ophGen::Amplitude; LOG("ENCODE_AMPLITUDE\n"); break;
    case ENCODE_REAL: encodeFunc = &ophGen::RealPart; LOG("ENCODE_REAL\n"); break;
    case ENCODE_IMAGINARY: encodeFunc = &ophGen::ImaginaryPart; LOG("ENCODE_IMAGINARY\n"); break;
    case ENCODE_SIMPLENI: encodeFunc = &ophGen::SimpleNI; LOG("ENCODE_SIMPLENI\n"); break;
    case ENCODE_BURCKHARDT: encodeFunc = &ophGen::Burckhardt; LOG("ENCODE_BURCKHARDT\n"); break;
    case ENCODE_TWOPHASE: encodeFunc = &ophGen::TwoPhase; LOG("ENCODE_TWOPHASE\n"); break;
    default: LOG("<FAILED> WRONG PARAMETERS.\n");  return;
    }
    
    if (holo == nullptr) holo = complex_H[0];
    if (encoded == nullptr) encoded = m_lpEncoded[0];

    (this->*encodeFunc)(holo, encoded, m_vecEncodeSize[_X] * m_vecEncodeSize[_Y]);

    LOG("%s : %.5lf (sec)\n", __FUNCTION__, ELAPSED_TIME(begin, CUR_TIME));
}

void ophGen::encoding(unsigned int ENCODE_FLAG, unsigned int passband, Complex<Real>* holo, Real* encoded)
{
    holo == nullptr ? holo = *complex_H : holo;
    encoded == nullptr ? encoded = *m_lpEncoded : encoded;

    m_vecEncodeSize = context_.pixel_number;
    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];
    const uint nChannel = context_.waveNum;

    for (uint ch = 0; ch < nChannel; ch++) {
        /*  initialize  */
        long long int m_vecEncodeSize = pnXY;
        if (m_lpEncoded[ch] != nullptr) delete[] m_lpEncoded[ch];
        m_lpEncoded[ch] = new Real[m_vecEncodeSize];
        memset(m_lpEncoded[ch], 0, sizeof(Real) * m_vecEncodeSize);

        if (m_lpNormalized[ch] != nullptr) delete[] m_lpNormalized[ch];
        m_lpNormalized[ch] = new uchar[m_vecEncodeSize];
        memset(m_lpNormalized[ch], 0, sizeof(uchar) * m_vecEncodeSize);

        switch (ENCODE_FLAG)
        {
        case ENCODE_SSB:
            LOG("ENCODE_SSB");
            singleSideBand((holo), m_lpEncoded[ch], context_.pixel_number, passband);
            break;
        case ENCODE_OFFSSB:
        {
            LOG("ENCODE_OFFSSB");
            Complex<Real> *tmp = new Complex<Real>[pnXY];
            memcpy(tmp, holo, sizeof(Complex<Real>) * pnXY);
            freqShift(tmp, tmp, context_.pixel_number, 0, 100);
            singleSideBand(tmp, m_lpEncoded[ch], context_.pixel_number, passband);
            delete[] tmp;
            break;
        }
        default:
            LOG("<FAILED> WRONG PARAMETERS.\n");
            return;
        }
    }
}

void ophGen::encoding(unsigned int BIN_ENCODE_FLAG, unsigned int ENCODE_FLAG, Real threshold, Complex<Real>* holo, Real* encoded)
{
    auto begin = CUR_TIME;
    const uint nChannel = context_.waveNum;
    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];

    switch (BIN_ENCODE_FLAG) {
    case ENCODE_SIMPLEBINARY:
        LOG("ENCODE_SIMPLEBINARY\n");
        if (holo == nullptr || encoded == nullptr)
            for (uint ch = 0; ch < nChannel; ch++) {
                binarization(complex_H[ch], m_lpEncoded[ch], pnXY, ENCODE_FLAG, threshold);
            }
        else
            binarization(holo, encoded, pnXY, ENCODE_FLAG, threshold);
        break;
    case ENCODE_EDBINARY:
        LOG("ENCODE_EDBINARY\n");
        if (ENCODE_FLAG != ENCODE_REAL) {
            LOG("<FAILED> WRONG PARAMETERS : %d\n", ENCODE_FLAG);
            return;
        }
        if (holo == nullptr || encoded == nullptr)
            for (uint ch = 0; ch < nChannel; ch++) {
                binaryErrorDiffusion(complex_H[ch], m_lpEncoded[ch], context_.pixel_number, FLOYD_STEINBERG, threshold);
            }
        else
            binaryErrorDiffusion(holo, encoded, pnXY, FLOYD_STEINBERG, threshold);
        break;
    default:
        LOG("<FAILED> WRONG PARAMETERS.\n");
        return;
    }

    LOG("%s : %.5lf (sec)\n", __FUNCTION__, ELAPSED_TIME(begin, CUR_TIME));
}

void ophGen::encoding()
{
    const long long int pnXY = context_.pixel_number[_X] * context_.pixel_number[_Y];
    const uint nChannel = context_.waveNum;

    if (ENCODE_METHOD == ENCODE_BURCKHARDT) m_vecEncodeSize[_X] *= 3;
    else if (ENCODE_METHOD == ENCODE_TWOPHASE)  m_vecEncodeSize[_X] *= 2;

    for (uint ch = 0; ch < nChannel; ch++) {
        /*  initialize  */
        if (m_lpEncoded[ch] != nullptr) delete[] m_lpEncoded[ch];
        m_lpEncoded[ch] = new Real[m_vecEncodeSize[_X] * m_vecEncodeSize[_Y]];
        memset(m_lpEncoded[ch], 0, sizeof(Real) * m_vecEncodeSize[_X] * m_vecEncodeSize[_Y]);

        if (m_lpNormalized[ch] != nullptr) delete[] m_lpNormalized[ch];
        m_lpNormalized[ch] = new uchar[m_vecEncodeSize[_X] * m_vecEncodeSize[_Y]];
        memset(m_lpNormalized[ch], 0, sizeof(uchar) * m_vecEncodeSize[_X] * m_vecEncodeSize[_Y]);


        switch (ENCODE_METHOD)
        {
        case ENCODE_SIMPLENI:
            LOG("ENCODE_SIMPLENI\n");
            SimpleNI(complex_H[ch], m_lpEncoded[ch], pnXY);
            break;
        case ENCODE_REAL:
            LOG("ENCODE_REAL\n");
            realPart<Real>(complex_H[ch], m_lpEncoded[ch], pnXY);
            break;
        case ENCODE_BURCKHARDT:
            LOG("ENCODE_BURCKHARDT\n");
            Burckhardt(complex_H[ch], m_lpEncoded[ch], pnXY);
            break;
        case ENCODE_TWOPHASE:
            LOG("ENCODE_TWOPHASE\n");
            TwoPhase(complex_H[ch], m_lpEncoded[ch], pnXY);
            break;
        case ENCODE_PHASE:
            LOG("ENCODE_PHASE\n");
            Phase(complex_H[ch], m_lpEncoded[ch], pnXY);
            break;
        case ENCODE_AMPLITUDE:
            LOG("ENCODE_AMPLITUDE\n");
            getAmplitude(complex_H[ch], m_lpEncoded[ch], pnXY);
            break;
        case ENCODE_SSB:
            LOG("ENCODE_SSB\n");
            singleSideBand(complex_H[ch], m_lpEncoded[ch], context_.pixel_number, SSB_PASSBAND);
            break;
        case ENCODE_OFFSSB:
            LOG("ENCODE_OFFSSB\n");
            freqShift(complex_H[ch], complex_H[ch], context_.pixel_number, 0, 100);
            singleSideBand(complex_H[ch], m_lpEncoded[ch], context_.pixel_number, SSB_PASSBAND);
            break;
        default:
            LOG("<FAILED> WRONG PARAMETERS.\n");
            return;
        }
    }
}

void ophGen::singleSideBand(Complex<Real>* src, Real* dst, const ivec2 holosize, int SSB_PASSBAND)
{
    const int nX = holosize[_X];
    const int nY = holosize[_Y];
    const int half_nX = nX >> 1;
    const int half_nY = nY >> 1;

    const long long int N = nX * nY;
    const long long int half_N = N >> 1;

    Complex<Real>* AS = new Complex<Real>[N];
    //fft2(holosize, holo, OPH_FORWARD, OPH_ESTIMATE);
    fft2(src, AS, nX, nY, OPH_FORWARD, false);
    //fftExecute(temp);


    switch (SSB_PASSBAND)
    {
    case SSB_LEFT:
        for (int i = 0; i < nY; i++)
        {
            int k = i * nX;
            for (int j = half_nX; j < nX; j++)
            {
                AS[k + j] = 0;
            }
        }
        break;
    case SSB_RIGHT:
        for (int i = 0; i < nY; i++)
        {
            int k = i * nX;
            for (int j = 0; j < half_nX; j++)
            {
                AS[k + j] = 0;
            }
        }
        break;
    case SSB_TOP:
        memset(&AS[half_N], 0, sizeof(Complex<Real>) * half_N);
        break;

    case SSB_BOTTOM:
        memset(&AS[0], 0, sizeof(Complex<Real>) * half_N);
        break;
    }

    Complex<Real>* filtered = new Complex<Real>[N];
    //fft2(holosize, AS, OPH_BACKWARD, OPH_ESTIMATE);
    fft2(AS, filtered, nX, nY, OPH_BACKWARD, false);

    //fftExecute(filtered);


    Real* realFiltered = new Real[N];
    oph::realPart<Real>(filtered, realFiltered, N);

    oph::normalize(realFiltered, dst, N);

    delete[] AS;
    delete[] filtered;
    delete[] realFiltered;
}

void ophGen::freqShift(Complex<Real>* src, Complex<Real>* dst, const ivec2 holosize, int shift_x, int shift_y)
{
    int N = holosize[_X] * holosize[_Y];

    Complex<Real>* AS = new Complex<Real>[N];
    //fft2(holosize, src, OPH_FORWARD, OPH_ESTIMATE);
    fft2(src, AS, holosize[_X], holosize[_Y], OPH_FORWARD);
    //fftExecute(AS);

    Complex<Real>* shifted = new Complex<Real>[N];
    circShift<Complex<Real>>(AS, shifted, shift_x, shift_y, holosize.v[_X], holosize.v[_Y]);

    //fft2(holosize, shifted, OPH_BACKWARD, OPH_ESTIMATE);
    fft2(shifted, dst, holosize[_X], holosize[_Y], OPH_BACKWARD);
    //fftExecute(dst);

    delete[] AS;
    delete[] shifted;
}


bool ophGen::saveRefImages(char* fnameW, char* fnameWC, char* fnameAS, char* fnameSSB, char* fnameHP, char* fnameFreq, char* fnameReal, char* fnameBin, char* fnameReconBin, char* fnameReconErr, char* fnameReconNo)
{
    ivec2 holosize = context_.pixel_number;
    int nx = holosize[_X], ny = holosize[_Y];
    int ss = nx*ny;

    Real* temp1 = new Real[ss];
    uchar* temp2 = new uchar[ss];

    oph::normalize(weight, temp2, nx, ny);
    saveAsImg(fnameW, 8, temp2, nx, ny);
    cout << "W saved" << endl;

    oph::absCplxArr<Real>(weightC, temp1, ss);
    oph::normalize(temp1, temp2, nx, ny);
    saveAsImg(fnameWC, 8, temp2, nx, ny);
    cout << "WC saved" << endl;

    oph::absCplxArr<Real>(AS, temp1, ss);
    oph::normalize(temp1, temp2, nx, ny);
    saveAsImg(fnameAS, 8, temp2, nx, ny);
    cout << "AS saved" << endl;

    oph::normalize(maskSSB, temp2, nx, ny);
    saveAsImg(fnameSSB, 8, temp2, nx, ny);
    cout << "SSB saved" << endl;

    oph::normalize(maskHP, temp2, nx, ny);
    saveAsImg(fnameHP, 8, temp2, nx, ny);
    cout << "HP saved" << endl;

    oph::absCplxArr<Real>(freqW, temp1, ss);
    oph::normalize(temp1, temp2, nx, ny);
    saveAsImg(fnameFreq, 8, temp2, nx, ny);
    cout << "Freq saved" << endl;

    oph::normalize(realEnc, temp2, nx, ny);
    saveAsImg(fnameReal, 8, temp2, nx, ny);
    cout << "Real saved" << endl;

    oph::normalize(binary, temp2, nx, ny);
    saveAsImg(fnameBin, 8, temp2, nx, ny);
    cout << "Bin saved" << endl;


    Complex<Real>* temp = new Complex<Real>[ss];
    for (int i = 0; i < ss; i++) {
        temp[i][_RE] = binary[i];
        temp[i][_IM] = 0;
    }
    fft2(ivec2(nx, ny), temp, OPH_FORWARD);
    fft2(temp, temp, nx, ny, OPH_FORWARD);
    for (int i = 0; i < ss; i++) {
        temp[i][_RE] *= maskSSB[i];
        temp[i][_IM] *= maskSSB[i];
    }
    fft2(ivec2(nx, ny), temp, OPH_BACKWARD);
    fft2(temp, temp, nx, ny, OPH_BACKWARD);

    Complex<Real>* reconBin = new Complex<Real>[ss];
    memset(reconBin, 0, sizeof(Complex<Real>) * ss);
    fresnelPropagation(temp, reconBin, 0.001, 0);

    oph::absCplxArr<Real>(reconBin, temp1, ss);
    for (int i = 0; i < ss; i++) {
        temp1[i] = temp1[i] * temp1[i];
    }
    oph::normalize(temp1, temp2, nx, ny);
    saveAsImg(fnameReconBin, 8, temp2, nx, ny);
    cout << "recon bin saved" << endl;


    temp = new Complex<Real>[ss];
    for (int i = 0; i < ss; i++) {
        temp[i][_RE] = m_lpEncoded[0][i];
        temp[i][_IM] = 0;
    }
    fft2(ivec2(nx, ny), temp, OPH_FORWARD);
    fft2(temp, temp, holosize[_X], holosize[_Y], OPH_FORWARD);
    for (int i = 0; i < ss; i++) {
        temp[i][_RE] *= maskHP[i];
        temp[i][_IM] *= maskHP[i];
    }
    fft2(ivec2(nx, ny), temp, OPH_BACKWARD);
    fft2(temp, temp, nx, ny, OPH_BACKWARD);

    reconBin = new Complex<Real>[ss];
    fresnelPropagation(temp, reconBin, 0.001, 0);

    oph::absCplxArr<Real>(reconBin, temp1, ss);
    for (int i = 0; i < ss; i++) {
        temp1[i] = temp1[i] * temp1[i];
    }
    oph::normalize(temp1, temp2, nx, ny);
    saveAsImg(fnameReconErr, 8, temp2, nx, ny);
    cout << "recon error saved" << endl;




    temp = new Complex<Real>[ss];
    for (int i = 0; i < ss; i++) {
        temp[i][_RE] = normalized[i][_RE];
        temp[i][_IM] = normalized[i][_IM];
    }
    fft2(ivec2(nx, ny), temp, OPH_FORWARD);
    fft2(temp, temp, holosize[_X], holosize[_Y], OPH_FORWARD);
    for (int i = 0; i < ss; i++) {
        temp[i][_RE] *= maskSSB[i];
        temp[i][_IM] *= maskSSB[i];
    }
    fft2(ivec2(nx, ny), temp, OPH_BACKWARD);
    fft2(temp, temp, nx, ny, OPH_BACKWARD);

    reconBin = new Complex<Real>[ss];
    fresnelPropagation(temp, reconBin, 0.001, 0);

    oph::absCplxArr<Real>(reconBin, temp1, ss);
    for (int i = 0; i < ss; i++) {
        temp1[i] = temp1[i] * temp1[i];
    }
    oph::normalize(temp1, temp2, nx, ny);
    saveAsImg(fnameReconNo, 8, temp2, nx, ny);


    return true;
}

bool ophGen::binaryErrorDiffusion(Complex<Real>* holo, Real* encoded, const ivec2 holosize, const int type, Real threshold)
{

    //cout << "\nin?" << endl;
    int ss = holosize[_X] * holosize[_Y];
    weight = new Real[ss];
    //cout << "?" << endl;
    weightC = new Complex<Real>[ss];
    //cout << "??" << endl;
    ivec2 Nw;
    memsetArr<Real>(weight, 0.0, 0, ss - 1);
    //cout << "???" << endl;
    if (!getWeightED(holosize, type, &Nw))
        return false;
    //cout << "1?" << endl;
    AS = new Complex<Real>[ss];
    fft2(ivec2(holosize[_X], holosize[_Y]), holo, OPH_FORWARD);
    fft2(holo, AS, holosize[_X], holosize[_Y], OPH_FORWARD);
    //cout << "2?" << endl;
    // SSB mask generation
    maskSSB = new Real[ss];
    for (int i = 0; i < ss; i++) {
        if (((Real)i / (Real)holosize[_X]) < ((Real)holosize[_Y] / 2.0))
            maskSSB[i] = 1;
        else
            maskSSB[i] = 0;
        AS[i] *= maskSSB[i];
    }

    //cout << "3?" << endl;
    Complex<Real>* filtered = new Complex<Real>[ss];
    fft2(ivec2(holosize[_X], holosize[_Y]), AS, OPH_BACKWARD);
    fft2(AS, filtered, holosize[_X], holosize[_Y], OPH_BACKWARD);
    //cout << "4?" << endl;
    normalized = new Complex<Real>[ss];
    oph::normalize(filtered, normalized, ss);
    LOG("normalize finishied..\n");
    if (encoded == nullptr)
        encoded = new Real[ss];

    shiftW(holosize);
    LOG("shiftW finishied..\n");

    // HP mask generation
    maskHP = new Real[ss];
    Real absFW;
    for (int i = 0; i < ss; i++) {
        oph::absCplx<Real>(freqW[i], absFW);
        if (((Real)i / (Real)holosize[_X]) < ((Real)holosize[_Y] / 2.0) && absFW < 0.6)
            maskHP[i] = 1;
        else
            maskHP[i] = 0;
    }
    //cout << "5?" << endl;

    // For checking
    binary = new Real[ss];
    realEnc = new Real[ss];
    for (int i = 0; i < ss; i++) {
        realEnc[i] = normalized[i][_RE];
        if (normalized[i][_RE] > threshold)
            binary[i] = 1;
        else
            binary[i] = 0;
    }

    Complex<Real>* toBeBin = new Complex<Real>[ss];
    for (int i = 0; i < ss; i++) {
        toBeBin[i] = normalized[i];
    }
    int ii, iii, jjj;
    int cx = (holosize[_X] + 1) / 2, cy = (holosize[_Y] + 1) / 2;
    Real error;
    for (int iy = 0; iy < holosize[_Y] - Nw[_Y]; iy++) {
        for (int ix = Nw[_X]; ix < holosize[_X] - Nw[_X]; ix++) {

            ii = ix + iy*holosize[_X];
            if (ix >= Nw[_X] && ix < (holosize[_X] - Nw[_X]) && iy < (holosize[_Y] - Nw[_Y])) {

                if (toBeBin[ii][_RE] > threshold)
                    encoded[ii] = 1;
                else
                    encoded[ii] = 0;

                error = toBeBin[ii][_RE] - encoded[ii];

                for (int iwy = 0; iwy < Nw[_Y] + 1; iwy++) {
                    for (int iwx = -Nw[_X]; iwx < Nw[_X] + 1; iwx++) {
                        iii = (ix + iwx) + (iy + iwy)*holosize[_X];
                        jjj = (cx + iwx) + (cy + iwy)*holosize[_X];

                        toBeBin[iii] += weightC[jjj] * error;
                    }
                }
            }
            else {
                encoded[ii] = 0;
            }
        }
    }
    LOG("binary finishied..\n");

    return true;
}


bool ophGen::getWeightED(const ivec2 holosize, const int type, ivec2* pNw)
{

    int cx = (holosize[_X] + 1) / 2;
    int cy = (holosize[_Y] + 1) / 2;

    ivec2 Nw;

    switch (type) {
    case FLOYD_STEINBERG:
        LOG("ERROR DIFFUSION : FLOYD_STEINBERG\n");
        weight[(cx + 1) + cy*holosize[_X]] = 7.0 / 16.0;
        weight[(cx - 1) + (cy + 1)*holosize[_X]] = 3.0 / 16.0;
        weight[(cx)+(cy + 1)*holosize[_X]] = 5.0 / 16.0;
        weight[(cx + 1) + (cy + 1)*holosize[_X]] = 1.0 / 16.0;
        Nw[_X] = 1;  Nw[_Y] = 1;
        break;
    case SINGLE_RIGHT:
        LOG("ERROR DIFFUSION : SINGLE_RIGHT\n");
        weight[(cx + 1) + cy*holosize[_X]] = 1.0;
        Nw[_X] = 1;  Nw[_Y] = 0;
        break;
    case SINGLE_DOWN:
        LOG("ERROR DIFFUSION : SINGLE_DOWN\n");
        weight[cx + (cy + 1)*holosize[_X]] = 1.0;
        Nw[_X] = 0;  Nw[_Y] = 1;
        break;
    default:
        LOG("<FAILED> WRONG PARAMETERS.\n");
        return false;
    }

    *pNw = Nw;
    return true;

}

bool ophGen::shiftW(ivec2 holosize)
{
    int ss = holosize[_X] * holosize[_Y];

    Complex<Real> term(0, 0);
    Complex<Real> temp(0, 0);
    int x, y;
    for (int i = 0; i < ss; i++) {

        x = i % holosize[_X] - holosize[_X] / 2;  y = i / holosize[_X] - holosize[_Y];
        term[_IM] = 2.0 * M_PI*((1.0 / 4.0)*(Real)x + (0.0)*(Real)y);
        temp[_RE] = weight[i];
        weightC[i] = temp *exp(term);
    }

    freqW = new Complex<Real>[ss];

    fft2(ivec2(holosize[_X], holosize[_Y]), weightC, OPH_FORWARD);
    fft2(weightC, freqW, holosize[_X], holosize[_Y], OPH_FORWARD);
    for (int i = 0; i < ss; i++) {
        freqW[i][_RE] -= 1.0;
    }
    return true;

}

void ophGen::binarization(Complex<Real>* src, Real* dst, const int size, int ENCODE_FLAG, Real threshold)
{
    oph::normalize(src, src, size);
    encoding(ENCODE_FLAG);

#ifdef _OPENMP
#pragma omp parallel for firstprivate(threshold)
#endif
    for (int i = 0; i < size; i++) {
        if (src[i][_RE] > threshold)
            dst[i] = 1;
        else
            dst[i] = 0;
    }
}

void ophGen::fresnelPropagation(OphConfig context, Complex<Real>* in, Complex<Real>* out, Real distance)
{
    const int pnX = context.pixel_number[_X];
    const int pnY = context.pixel_number[_Y];
    const long long int pnXY = pnX * pnY;

    Complex<Real>* in2x = new Complex<Real>[pnXY * 4];
    Complex<Real> zero(0, 0);
    memset(in2x, 0, sizeof(Complex<Real>) * pnXY * 4);

    uint idxIn = 0;
    int beginY = pnY >> 1;
    int beginX = pnX >> 1;
    int endY = pnY + beginY;
    int endX = pnX + beginX;
    
    for (int idxnY = beginY; idxnY < endY; idxnY++) {
        for (int idxnX = beginX; idxnX < endX; idxnX++) {
            in2x[idxnY * pnX * 2 + idxnX] = in[idxIn++];
        }
    }


    Complex<Real>* temp1 = new Complex<Real>[pnXY * 4];

    fft2({ pnX * 2, pnY * 2 }, in2x, OPH_FORWARD, OPH_ESTIMATE);
    fft2(in2x, temp1, pnX * 2, pnY * 2, OPH_FORWARD);
    //fftExecute(temp1);
    Real* fx = new Real[pnXY * 4];
    Real* fy = new Real[pnXY * 4];

    uint i = 0;
    for (int idxFy = -pnY; idxFy < pnY; idxFy++) {
        for (int idxFx = -pnX; idxFx < pnX; idxFx++) {
            fx[i] = idxFx / (2 * pnX * context.pixel_pitch[_X]);
            fy[i] = idxFy / (2 * pnY * context.pixel_pitch[_Y]);
            i++;
        }
    }

    Complex<Real>* prop = new Complex<Real>[pnXY * 4];
    memsetArr<Complex<Real>>(prop, zero, 0, pnXY * 4 - 1);

    Real sqrtPart;

    Complex<Real>* temp2 = new Complex<Real>[pnXY * 4];

    for (int i = 0; i < pnXY * 4; i++) {
        sqrtPart = sqrt(1 / (context.wave_length[0] * context.wave_length[0]) - fx[i] * fx[i] - fy[i] * fy[i]);
        prop[i][_IM] = 2 * M_PI * distance;
        prop[i][_IM] *= sqrtPart;
        temp2[i] = temp1[i] * exp(prop[i]);
    }

    Complex<Real>* temp3 = new Complex<Real>[pnXY * 4];
    fft2({ pnX * 2, pnY * 2 }, temp2, OPH_BACKWARD, OPH_ESTIMATE);
    fft2(temp2, temp3, pnX * 2, pnY * 2, OPH_BACKWARD);
    //fftExecute(temp3);

    uint idxOut = 0;

    for (int idxNy = pnY / 2; idxNy < pnY + (pnY / 2); idxNy++) {
        for (int idxNx = pnX / 2; idxNx < pnX + (pnX / 2); idxNx++) {
            out[idxOut] = temp3[idxNy * pnX * 2 + idxNx];
            idxOut++;
        }
    }

    delete[] in2x;
    delete[] temp1;
    delete[] fx;
    delete[] fy;
    delete[] prop;
    delete[] temp2;
    delete[] temp3;
}

void ophGen::fresnelPropagation(Complex<Real>* in, Complex<Real>* out, Real distance, uint channel)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const int pnXY = pnX * pnY;
    const Real lambda = context_.wave_length[channel];
    const Real ssX = pnX * ppX * 2;
    const Real ssY = pnY * ppY * 2;
    const Real z = 2 * M_PI * distance;
    const Real v = 1 / (lambda * lambda);
    const int hpnX = pnX / 2;
    const int hpnY = pnY / 2;
    const int pnX2 = pnX * 2;
    const int pnY2 = pnY * 2;

    Complex<Real>* temp = new Complex<Real>[pnXY * 4];
    memset(temp, 0, sizeof(Complex<Real>) * pnXY * 4);

#ifdef _OPENMP
#pragma omp parallel for firstprivate(pnX, pnX2, hpnX, hpnY)
#endif
    for (int i = 0; i < pnY; i++)
    {
        int src = pnX * i;
        int dst = pnX2 * (i + hpnY) + hpnX;
        memcpy(&temp[dst], &in[src], sizeof(Complex<Real>) * pnX);
    }
    
    fft2(temp, temp, pnX2, pnY2, OPH_FORWARD, false);
    
#ifdef _OPENMP
#pragma omp parallel for firstprivate(ssX, ssY, z, v)
#endif
    for (int j = 0; j < pnY2; j++)
    {
        Real fy = (-pnY + j) / ssY;
        Real fyy = fy * fy;
        int iWidth = j * pnX2;
        for (int i = 0; i < pnX2; i++)
        {
            Real fx = (-pnX + i) / ssX;
            Real fxx = fx * fx;

            Real sqrtPart = sqrt(v - fxx - fyy);
            Complex<Real> prop(0, z * sqrtPart);
            temp[iWidth + i] *= prop.exp();
        }
    }

    fft2(temp, temp, pnX2, pnY2, OPH_BACKWARD, true);

#ifdef _OPENMP
#pragma omp parallel for firstprivate(pnX, pnX2, hpnX, hpnY)
#endif
    for (int i = 0; i < pnY; i++)
    {
        int src = pnX2 * (i + hpnY) + hpnX;
        int dst = pnX * i;
        memcpy(&out[dst], &temp[src], sizeof(Complex<Real>) * pnX);
    }
    delete[] temp;

}

bool ophGen::Shift(Real x, Real y)
{
    if (x == 0.0 && y == 0.0) return false;
    
    bool bAxisX = (x == 0.0) ? false : true;
    bool bAxisY = (y == 0.0) ? false : true;
    const uint nChannel = context_.waveNum;
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const vec2 ss = context_.ss;
    Real ppY2 = ppY * 2;
    Real ppX2 = ppX * 2;
    Real ssX = -ss[_X] / 2;
    Real ssY = -ss[_Y] / 2;

    Real *waveRatio = new Real[nChannel];

    Complex<Real> pi2(0.0, -2 * M_PI);

    for (uint i = 0; i < nChannel; i++) {
        waveRatio[i] = context_.wave_length[nChannel - 1] / context_.wave_length[i];

        Real ratioX = x * waveRatio[i];
        Real ratioY = y * waveRatio[i];

#ifdef _OPENMP
#pragma omp parallel for firstprivate(ppX, ppY, ppX2, ppY2, ssX, ssY, pi2)
#endif
        for (int y = 0; y < pnY; y++) {
            Complex<Real> yy(0, 0);
            if (bAxisY) {
                Real startY = ssY + (ppY * y);
                Real shiftY = startY / ppY2 * ratioY;
                yy = (pi2 * shiftY).exp();
            }
            int offset = y * pnX;

            for (int x = 0; x < pnX; x++) {
                if (bAxisY) {
                    complex_H[i][offset + x] = complex_H[i][offset + x] * yy;
                }
                if (bAxisX) {
                    Real startX = ssX + (ppX * x);
                    Real shiftX = startX / ppX2 * ratioX;
                    Complex<Real> xx = (pi2 * shiftX).exp();
                    complex_H[i][offset + x] = complex_H[i][offset + x] * xx;
                }
            }
        }
    }
    return true;
}

void ophGen::waveCarry(Real carryingAngleX, Real carryingAngleY, Real distance)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const long long int pnXY = pnX * pnY;
    const uint nChannel = context_.waveNum;
    Real dfx = 1 / ppX / pnX;
    Real dfy = 1 / ppY / pnY;

    int beginX = -pnX >> 1;
    int endX = pnX >> 1;
    int beginY = pnY >> 1;
    int endY = -pnY >> 1;

    Real carryX = distance * tan(carryingAngleX);
    Real carryY = distance * tan(carryingAngleY);

    for (uint ch = 0; ch < nChannel; ch++) {
        int k = 0;
        for (int i = beginY; i > endY; i--)
        {
            Real _carryY = carryY * i * dfy;

            for (int j = beginX; j < endX; j++)
            {
                Real x = j * dfx;
                Complex<Real> carrier(0, carryX * x + _carryY);
                complex_H[ch][k] = complex_H[ch][k] * exp(carrier);

                k++;
            }
        }
    }
}

void ophGen::waveCarry(Complex<Real>* src, Complex<Real>* dst, Real wavelength, int carryIdxX, int carryIdxY)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const long long int pnXY = pnX * pnY;
    Real dfx = 1 / ppX / pnX;
    Real dfy = 1 / ppY / pnY;

    int beginX = -pnX >> 1;
    int endX = pnX >> 1;
    int beginY = pnY >> 1;
    int endY = -pnY >> 1;
    Real pi2 = M_PI * 2;

    int k = 0;
    for (int i = beginY; i > endY; i--)
    {
        Real y = i * dfy * ppY * carryIdxY;

        for (int j = beginX; j < endX; j++)
        {
            Real x = j * dfx * ppX * carryIdxX;

            Complex<Real> carrier(0, pi2 * (x + y));
            dst[k] = src[k] * exp(carrier);

            k++;
        }
    }
}

void ophGen::encodeSideBand(bool bCPU, ivec2 sig_location)
{
    if (complex_H == nullptr) {
        LOG("Not found diffracted data.");
        return;
    }

    const uint pnX = context_.pixel_number[_X];
    const uint pnY = context_.pixel_number[_Y];

    int cropx1, cropx2, cropx, cropy1, cropy2, cropy;
    if (sig_location[1] == 0) { //Left or right half
        cropy1 = 1;
        cropy2 = pnY;
    }
    else {
        cropy = (int)floor(((Real)pnY) / 2);
        cropy1 = cropy - (int)floor(((Real)cropy) / 2);
        cropy2 = cropy1 + cropy - 1;
    }

    if (sig_location[0] == 0) { // Upper or lower half
        cropx1 = 1;
        cropx2 = pnX;
    }
    else {
        cropx = (int)floor(((Real)pnX) / 2);
        cropx1 = cropx - (int)floor(((Real)cropx) / 2);
        cropx2 = cropx1 + cropx - 1;
    }

    cropx1 -= 1;
    cropx2 -= 1;
    cropy1 -= 1;
    cropy2 -= 1;

    if (bCPU)
        encodeSideBand_CPU(cropx1, cropx2, cropy1, cropy2, sig_location);
    else
        encodeSideBand_GPU(cropx1, cropx2, cropy1, cropy2, sig_location);
}

void ophGen::encodeSideBand_CPU(int cropx1, int cropx2, int cropy1, int cropy2, oph::ivec2 sig_location)
{
    const uint pnX = context_.pixel_number[_X];
    const uint pnY = context_.pixel_number[_Y];
    const long long int pnXY = pnX * pnY;
    const uint nChannel = context_.waveNum;

    Complex<Real>* h_crop = new Complex<Real>[pnXY];

    for (uint ch = 0; ch < nChannel; ch++) {

        memset(h_crop, 0.0, sizeof(Complex<Real>) * pnXY);
#ifdef _OPENMP
#pragma omp parallel for firstprivate(cropx1, cropx2, cropy1, cropy2, pnX)
#endif
        for (int p = 0; p < pnXY; p++)
        {
            int x = p % pnX;
            int y = p / pnX;
            if (x >= cropx1 && x <= cropx2 && y >= cropy1 && y <= cropy2)
                h_crop[p] = complex_H[ch][p];
        }

        Complex<Real> *in = nullptr;

        fft2(ivec2(pnX, pnY), in, OPH_BACKWARD);
        fft2(h_crop, h_crop, pnX, pnY, OPH_BACKWARD, true);

        memset(m_lpEncoded[ch], 0.0, sizeof(Real) * pnXY);
#ifdef _OPENMP
#pragma omp parallel for firstprivate(sig_location)
#endif
        for (int i = 0; i < pnXY; i++) {
            Complex<Real> shift_phase(1, 0);
            getShiftPhaseValue(shift_phase, i, sig_location);

            m_lpEncoded[ch][i] = (h_crop[i] * shift_phase).real();
        }
    }
    delete[] h_crop;
}

void ophGen::encodeSideBand_GPU(int cropx1, int cropx2, int cropy1, int cropy2, oph::ivec2 sig_location)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const long long int pnXY = pnX * pnY;
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const Real ssX = context_.ss[_X] = pnX * ppX;
    const Real ssY = context_.ss[_Y] = pnY * ppY;
    const uint nChannel = context_.waveNum;

    cufftDoubleComplex *k_temp_d_, *u_complex_gpu_;
    cudaStream_t stream_;
    cudaStreamCreate(&stream_);

    cudaMalloc((void**)&u_complex_gpu_, sizeof(cufftDoubleComplex) * pnXY);
    cudaMalloc((void**)&k_temp_d_, sizeof(cufftDoubleComplex) * pnXY);

    for (uint ch = 0; ch < nChannel; ch++) {
        cudaMemcpy(u_complex_gpu_, complex_H[ch], sizeof(cufftDoubleComplex) * pnXY, cudaMemcpyHostToDevice);

        cudaMemsetAsync(k_temp_d_, 0, sizeof(cufftDoubleComplex) * pnXY, stream_);
        cudaCropFringe(stream_, pnX, pnY, u_complex_gpu_, k_temp_d_, cropx1, cropx2, cropy1, cropy2);

        cudaMemsetAsync(u_complex_gpu_, 0, sizeof(cufftDoubleComplex) * pnXY, stream_);
        cudaFFT(stream_, pnX, pnY, k_temp_d_, u_complex_gpu_, 1, true);

        cudaMemsetAsync(k_temp_d_, 0, sizeof(cufftDoubleComplex) * pnXY, stream_);
        cudaGetFringe(stream_, pnX, pnY, u_complex_gpu_, k_temp_d_, sig_location[0], sig_location[1], ssX, ssY, ppX, ppY, M_PI);

        cufftDoubleComplex* sample_fd = (cufftDoubleComplex*)malloc(sizeof(cufftDoubleComplex) * pnXY);
        memset(sample_fd, 0.0, sizeof(cufftDoubleComplex) * pnXY);

        cudaMemcpyAsync(sample_fd, k_temp_d_, sizeof(cufftDoubleComplex) * pnXY, cudaMemcpyDeviceToHost, stream_);
        memset(m_lpEncoded[ch], 0.0, sizeof(Real) * pnXY);

        for (int i = 0; i < pnX * pnY; i++)
            m_lpEncoded[ch][i] = sample_fd[i].x;

        cudaFree(sample_fd);
    }
    cudaStreamDestroy(stream_);
}

void ophGen::getShiftPhaseValue(oph::Complex<Real>& shift_phase_val, int idx, oph::ivec2 sig_location)
{
    const int pnX = context_.pixel_number[_X];
    const int pnY = context_.pixel_number[_Y];
    const Real ppX = context_.pixel_pitch[_X];
    const Real ppY = context_.pixel_pitch[_Y];
    const Real ssX = context_.ss[_X] = pnX * ppX;
    const Real ssY = context_.ss[_Y] = pnY * ppY;

    if (sig_location[1] != 0)
    {
        int r = idx / pnX;
        int c = idx % pnX;
        Real yy = (ssY / 2.0) - (ppY)*r - ppY;

        oph::Complex<Real> val;
        if (sig_location[1] == 1)
            val[_IM] = 2 * M_PI * (yy / (4 * ppY));
        else
            val[_IM] = 2 * M_PI * (-yy / (4 * ppY));

        val.exp();
        shift_phase_val *= val;
    }

    if (sig_location[0] != 0)
    {
        int r = idx / pnX;
        int c = idx % pnX;
        Real xx = (-ssX / 2.0) - (ppX)*c - ppX;

        oph::Complex<Real> val;
        if (sig_location[0] == -1)
            val[_IM] = 2 * M_PI * (-xx / (4 * ppX));
        else
            val[_IM] = 2 * M_PI * (xx / (4 * ppX));

        val.exp();
        shift_phase_val *= val;
    }
}

void ophGen::GetRandomPhaseValue(Complex<Real>& rand_phase_val, bool rand_phase)
{
    if (rand_phase)
    {
        rand_phase_val[_RE] = 0.0;
        Real min, max;
#if REAL_IS_DOUBLE & true
        min = 0.0;
        max = 1.0;
#else
        min = 0.f;
        max = 1.f;
#endif
        rand_phase_val[_IM] = 2 * M_PI * oph::rand(min, max);
        rand_phase_val.exp();

    }
    else {
        rand_phase_val[_RE] = 1.0;
        rand_phase_val[_IM] = 0.0;
    }
}

void ophGen::setResolution(ivec2 resolution)
{
    // ±âÁ¸ ÇØ»óµµ¿Í ´Ù¸£¸é ¹öÆÛ¸¦ ´Ù½Ã »ý¼º.
    if (context_.pixel_number != resolution) {
        setPixelNumber(resolution);
        Openholo::setPixelNumberOHC(resolution);
        initialize();
    }
}

template <typename T>
void ophGen::RealPart(Complex<T> *holo, T *encoded, const int size)
{
#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < size; i++) {
        encoded[i] = real(holo[i]);
    }
}

template <typename T>
void ophGen::ImaginaryPart(Complex<T> *holo, T *encoded, const int size)
{
#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < size; i++) {
        encoded[i] = imag(holo[i]);
    }
}

template <typename T>
void ophGen::Phase(Complex<T> *holo, T *encoded, const int size)
{
    double pi2 = M_PI * 2;
#ifdef _OPENMP
#pragma omp parallel for firstprivate(pi2)
#endif
    for (int i = 0; i < size; i++) {
        encoded[i] = (holo[i].angle() + M_PI) / pi2; // 0 ~ 1
    }
}

template <typename T>
void ophGen::Amplitude(Complex<T> *holo, T *encoded, const int size)
{
#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < size; i++) {
        encoded[i] = holo[i].mag();
    }
}

template <typename T>
void ophGen::TwoPhase(Complex<T>* holo, T* encoded, const int size)
{
    int resize = size >> 1;
    Complex<T>* normCplx = new Complex<T>[resize];

#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < resize; i++) {
        normCplx[i] = holo[i * 2];
    }

    oph::normalize<T>(normCplx, normCplx, resize);

    T* ampl = new T[resize];
    Amplitude(normCplx, ampl, resize);

    T* phase = new T[resize];
    Phase(normCplx, phase, resize);

#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < resize; i++) {
        T delPhase = acos(ampl[i]);
        encoded[i * 2] = (phase[i] + M_PI) + delPhase;
        encoded[i * 2 + 1] = (phase[i] + M_PI) - delPhase;
    }

    delete[] normCplx;
    delete[] ampl;
    delete[] phase;
}

template <typename T>
void ophGen::Burckhardt(Complex<T>* holo, T* encoded, const int size)
{
    int resize = size / 3;
    Complex<T>* norm = new Complex<T>[resize];
#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < resize; i++) {
        norm[i] = holo[i * 3];
    }

    oph::normalize(norm, norm, resize);

    T* phase = new T[resize];
    Phase(norm, phase, resize);

    T* ampl = new T[resize];
    Amplitude(norm, ampl, resize);

    T sqrt3 = sqrt(3);
    T pi2 = 2 * M_PI;
    T pi4 = 4 * M_PI;

#ifdef _OPENMP
#pragma omp parallel for firstprivate(pi2, pi4, sqrt3)
#endif
    for (int i = 0; i < resize; i++) {
        int idx = 3 * i;
        if (phase[i] >= 0 && phase[i] < (pi2 / 3))
        {
            encoded[idx] = ampl[i] * (cos(phase[i]) + sin(phase[i]) / sqrt3);
            encoded[idx + 1] = 2 * sin(phase[i]) / sqrt3;
        }
        else if (phase[i] >= (pi2 / 3) && phase[i] < (pi4 / 3))
        {
            encoded[idx + 1] = ampl[i] * (cos(phase[i] - (pi2 / 3)) + sin(phase[i] - (pi2 / 3)) / sqrt3);
            encoded[idx + 2] = 2 * sin(phase[i] - (pi2 / 3)) / sqrt3;
        }
        else if (phase[i] >= (pi4 / 3) && phase[i] < (pi2))
        {
            encoded[idx + 2] = ampl[i] * (cos(phase[i] - (pi4 / 3)) + sin(phase[i] - (pi4 / 3)) / sqrt3);
            encoded[idx] = 2 * sin(phase[i] - (pi4 / 3)) / sqrt3;
        }
    }

    delete[] ampl;
    delete[] phase;
    delete[] norm;
}


template <typename T>
void ophGen::SimpleNI(Complex<T>* holo, T* encoded, const int size)
{
    T* tmp1 = new T[size];
#ifdef _OPENMP
#pragma omp parallel for
#endif
    for (int i = 0; i < size; i++) {
        tmp1[i] = holo[i].mag();
    }

    T max = maxOfArr(tmp1, size);
    delete[] tmp1;

#ifdef _OPENMP
#pragma omp parallel for firstprivate(max)
#endif
    for (int i = 0; i < size; i++) {
        T tmp = (holo[i] + max).mag();
        encoded[i] = tmp * tmp;
    }
}

void ophGen::transVW(int nVertex, Vertex* dst, Vertex* src)
{
    Real fieldLens = m_dFieldLength;
    for (int i = 0; i < nVertex; i++)
    {
        dst[i].point.pos[_X] = -fieldLens * src[i].point.pos[_X] / (src[i].point.pos[_X] - fieldLens);
        dst[i].point.pos[_Y] = -fieldLens * src[i].point.pos[_Y] / (src[i].point.pos[_Y] - fieldLens);
        dst[i].point.pos[_Z] = -fieldLens * src[i].point.pos[_Z] / (src[i].point.pos[_Z] - fieldLens);
    }
}

void ophGen::transVW(int nVertex, Real *dst, Real *src)
{
    Real fieldLens = m_dFieldLength;
    for (int i = 0; i < nVertex; i++) {
        dst[i] = -fieldLens * src[i] / (src[i] - fieldLens);
    }
}

void ophGen::ScaleChange(Real *src, Real *dst, int nSize, Real scaleX, Real scaleY, Real scaleZ)
{
    Real x = scaleX;
    Real y = scaleY;
    Real z = scaleZ;

#ifdef _OPENMP
#pragma omp parallel for firstprivate(x, y, z)
#endif
    for (int i = 0; i < nSize; i++) {
        dst[i + 0] = src[i + 0] * x;
        dst[i + 1] = src[i + 1] * y;
        dst[i + 2] = src[i + 2] * z;
    }
}

void ophGen::GetMaxMin(Real *src, int len, Real& max, Real& min)
{
    Real maxTmp = MIN_DOUBLE;
    Real minTmp = MAX_DOUBLE;

    for (int i = 0; i < len; i++) {
        if (src[i] > maxTmp)
            maxTmp = src[i];
        if (src[i] < minTmp)
            minTmp = src[i];
    }
    max = maxTmp;
    min = minTmp;
}


void ophGen::CorrectionChromaticAberration(uchar* src, uchar* dst, int width, int height, int ch)
{
    if (ch < 2)
    {
        const uint nWave = context_.waveNum;
        const int pnXY = width * height;
        const Real lambda = context_.wave_length[ch];
        const Real waveRatio = nWave > 1 ? context_.wave_length[nWave - 1] / lambda : 1.0;

        int scaleX = round(width * 4 * waveRatio);
        int scaleY = round(height * 4 * waveRatio);

        int ww = width * 4;
        int hh = height * 4;
        int nSize = ww * hh;
        int nScaleSize = scaleX * scaleY;
        uchar *img_tmp = new uchar[nSize];
        uchar *imgScaled = new uchar[nScaleSize];
        imgScaleBilinear(src, imgScaled, width, height, scaleX, scaleY);

        memset(img_tmp, 0, sizeof(uchar) * nSize);

        int h1 = round((hh - scaleY) / 2);
        int w1 = round((ww - scaleX) / 2);
#ifdef _OPENMP
#pragma omp parallel for firstprivate(w1, h1, scaleX, ww)
#endif
        for (int y = 0; y < scaleY; y++) {
            for (int x = 0; x < scaleX; x++) {
                img_tmp[(y + h1)*ww + x + w1] = imgScaled[y*scaleX + x];
            }
        }
        imgScaleBilinear(img_tmp, dst, ww, hh, width, height);

        delete[] img_tmp;
        delete[] imgScaled;
    }
}


void ophGen::ophFree(void)
{
    Openholo::ophFree();

    const uint nChannel = context_.waveNum;

    if (m_lpEncoded != nullptr) {
        for (uint i = 0; i < nChannel; i++) {
            if (m_lpEncoded[i] != nullptr) {
                delete[] m_lpEncoded[i];
                m_lpEncoded[i] = nullptr;
            }
        }
        delete[] m_lpEncoded;
        m_lpEncoded = nullptr;
    }

    if (m_lpNormalized != nullptr) {
        for (uint i = 0; i < nChannel; i++) {
            if (m_lpNormalized[i] != nullptr) {
                delete[] m_lpNormalized[i];
                m_lpNormalized[i] = nullptr;
            }
        }
        delete[] m_lpNormalized;
        m_lpNormalized = nullptr;
    }

    if (freqW != nullptr) delete[] freqW;
}