WebSVN – seema-scanner – Diff – /src/algorithm/AlgorithmPhaseShiftTwoFreq.cpp


#include "AlgorithmPhaseShiftTwoFreq.h"
#include <math.h>
 
#include "cvtools.h"
 
#ifndef M_PI
    #define M_PI 3.14159265358979323846
#endif
 
static unsigned int nStepsPrimary = 16; // number of shifts/steps in primary
static unsigned int nStepsSecondary = 8; // number of shifts/steps in secondary
static float periodPrimary = 48; // primary period
 
// Algorithm
static cv::Mat computePhaseVector(unsigned int length, float phase, float pitch){
 
    cv::Mat phaseVector(length, 1, CV_8UC3);
    //phaseVector.setTo(0);
 
    const float pi = M_PI;
 
    // Loop through vector
    for(int i=0; i<phaseVector.rows; i++){
        // Amplitude of channels
        float amp = 0.5*(1+cos(2*pi*i/pitch - phase));
        phaseVector.at<cv::Vec3b>(i, 0) = cv::Vec3b(255.0*amp,255.0*amp,255.0*amp);
    }
 
    return phaseVector;
}
 
AlgorithmPhaseShiftTwoFreq::AlgorithmPhaseShiftTwoFreq(unsigned int _screenCols, unsigned int _screenRows) : Algorithm(_screenCols, _screenRows){
 
    // Set N
    N = 2+nStepsPrimary+nStepsSecondary;
 
    // Determine the secondary (wider) period
    float pSecondary = (screenCols*periodPrimary)/(screenCols-periodPrimary);
 
    // all on pattern
    cv::Mat allOn(1, screenCols, CV_8UC3, cv::Scalar::all(255));
    patterns.push_back(allOn);
 
    // all off pattern
    cv::Mat allOff(1, screenCols, CV_8UC3, cv::Scalar::all(0));
    patterns.push_back(allOff);
 
    // Precompute encoded patterns
    const float pi = M_PI;
 
    // Primary encoding patterns
    for(unsigned int i=0; i<nStepsPrimary; i++){
        float phase = 2.0*pi/nStepsPrimary * i;
        float pitch = periodPrimary;
        cv::Mat patternI(1,1,CV_8U);
        patternI = computePhaseVector(screenCols, phase, pitch);
        patterns.push_back(patternI.t());
    }
 
    // Secondary encoding patterns
    for(unsigned int i=0; i<nStepsSecondary; i++){
        float phase = 2.0*pi/nStepsSecondary * i;
        float pitch = pSecondary;
        cv::Mat patternI(1,1,CV_8U);
        patternI = computePhaseVector(screenCols, phase, pitch);
        patterns.push_back(patternI.t());
    }
 
 
}
 
cv::Mat AlgorithmPhaseShiftTwoFreq::getEncodingPattern(unsigned int depth){
    return patterns[depth];
}
 
 
//// Absolute phase from 3 frames
//static cv::Mat getPhase(const cv::Mat I1, const cv::Mat I2, const cv::Mat I3){
 
//    cv::Mat_<float> I1_(I1);
//    cv::Mat_<float> I2_(I2);
//    cv::Mat_<float> I3_(I3);
 
//    cv::Mat phase;
 
//    // One call approach
//    cv::phase(2.0*I1_-I3_-I2_, sqrt(3.0)*(I2_-I3_), phase);
//    return phase;
 
//}
 
// Phase unwrapping by means of a phase cue
static cv::Mat unwrapWithCue(const cv::Mat up, const cv::Mat upCue, float nPhases){
 
    const float pi = M_PI;
 
    // Determine number of jumps
    cv::Mat P = (upCue*nPhases-up)/(2.0*pi);
 
    // Round to integers
    P.convertTo(P, CV_8U);
    P.convertTo(P, CV_32F);
 
    // Add to phase
    cv::Mat upUnwrapped = up + P*2*pi;
 
    // Scale to range [0; 2pi]
    upUnwrapped *= 1.0/nPhases;
 
    return upUnwrapped;
}
 
// Absolute phase and magnitude from N frames
static std::vector<cv::Mat> getDFTComponents(const std::vector<cv::Mat> frames){
 
    unsigned int N = frames.size();
 
//    std::vector<cv::Mat> framesReverse = frames;
//    std::reverse(framesReverse.begin(), framesReverse.end());
 
    // DFT approach
    cv::Mat I;
    cv::merge(frames, I);
    unsigned int w = I.cols;
    unsigned int h = I.rows;
    I = I.reshape(1, h*w);
    I.convertTo(I, CV_32F);
    cv::Mat fI;
    cv::dft(I, fI, cv::DFT_ROWS + cv::DFT_COMPLEX_OUTPUT);
    fI = fI.reshape(N*2, h);
 
    std::vector<cv::Mat> fIcomp;
    cv::split(fI, fIcomp);
 
    return fIcomp;
 
}
 
void AlgorithmPhaseShiftTwoFreq::get3DPoints(SMCalibrationParameters calibration, const std::vector<cv::Mat>& frames0, const std::vector<cv::Mat>& frames1, std::vector<cv::Point3f>& Q, std::vector<cv::Vec3b>& color){
 
    const float pi = M_PI;
 
    assert(frames0.size() == N);
    assert(frames1.size() == N);
 
    int frameRows = frames0[0].rows;
    int frameCols = frames0[0].cols;
 
    // Rectifying homographies (rotation+projections)
    cv::Size frameSize(frameCols, frameRows);
    cv::Mat R, T;
    // stereoRectify segfaults unless R is double precision
    cv::Mat(calibration.R1).convertTo(R, CV_64F);
    cv::Mat(calibration.T1).convertTo(T, CV_64F);
    cv::Mat R0, R1, P0, P1, QRect;
    cv::stereoRectify(calibration.K0, calibration.k0, calibration.K1, calibration.k1, frameSize, R, T, R0, R1, P0, P1, QRect, 0);
 
    // Interpolation maps (lens distortion and rectification)
    cv::Mat map0X, map0Y, map1X, map1Y;
    cv::initUndistortRectifyMap(calibration.K0, calibration.k0, R0, P0, frameSize, CV_32F, map0X, map0Y);
    cv::initUndistortRectifyMap(calibration.K1, calibration.k1, R1, P1, frameSize, CV_32F, map1X, map1Y);
 
    // Gray-scale and remap
    std::vector<cv::Mat> frames0Rect(N);
    std::vector<cv::Mat> frames1Rect(N);
    for(unsigned int i=0; i<N; i++){
        cv::Mat temp;
        cv::cvtColor(frames0[i], temp, CV_BayerBG2GRAY);
        cv::remap(temp, frames0Rect[i], map0X, map0Y, CV_INTER_LINEAR);
        cv::cvtColor(frames1[i], temp, CV_BayerBG2GRAY);
        cv::remap(temp, frames1Rect[i], map1X, map1Y, CV_INTER_LINEAR);
    }
 
    // Decode camera0
    std::vector<cv::Mat> frames0Primary(frames0Rect.begin()+2, frames0Rect.begin()+2+nStepsPrimary);
    std::vector<cv::Mat> frames0Secondary(frames0Rect.begin()+2+nStepsPrimary, frames0Rect.end());
    std::vector<cv::Mat> F0Primary = getDFTComponents(frames0Primary);
    cv::Mat up0Primary;
    cv::phase(F0Primary[2], -F0Primary[3], up0Primary);
    //cv::Mat up0Secondary = getPhase(frames0Secondary[0], frames0Secondary[1], frames0Secondary[2]);
    std::vector<cv::Mat> F0Secondary = getDFTComponents(frames0Secondary);
    cv::Mat up0Secondary;
    cv::phase(F0Secondary[2], -F0Secondary[3], up0Secondary);
    cv::Mat up0Equivalent = up0Primary - up0Secondary;
    up0Equivalent = cvtools::modulo(up0Equivalent, 2.0*pi);
    cv::Mat up0 = unwrapWithCue(up0Primary, up0Equivalent, (float)screenCols/periodPrimary);
    up0 *= screenCols/(2.0*pi);
    cv::Mat amplitude0;
    cv::magnitude(F0Primary[2], -F0Primary[3], amplitude0);
 
    // Decode camera1
    std::vector<cv::Mat> frames1Primary(frames1Rect.begin()+2, frames1Rect.begin()+2+nStepsPrimary);
    std::vector<cv::Mat> frames1Secondary(frames1Rect.begin()+2+nStepsPrimary, frames1Rect.end());
    std::vector<cv::Mat> F1Primary = getDFTComponents(frames1Primary);
    cv::Mat up1Primary;
    cv::phase(F1Primary[2], -F1Primary[3], up1Primary);
    //cv::Mat up1Secondary = getPhase(frames1Secondary[0], frames1Secondary[1], frames1Secondary[2]);
    std::vector<cv::Mat> F1Secondary = getDFTComponents(frames1Secondary);
    cv::Mat up1Secondary;
    cv::phase(F1Secondary[2], -F1Secondary[3], up1Secondary);
    cv::Mat up1Equivalent = up1Primary - up1Secondary;
    up1Equivalent = cvtools::modulo(up1Equivalent, 2.0*pi);
    cv::Mat up1 = unwrapWithCue(up1Primary, up1Equivalent, (float)screenCols/periodPrimary);
    up1 *= screenCols/(2.0*pi);
    cv::Mat amplitude1;
    cv::magnitude(F1Primary[2], -F1Primary[3], amplitude1);
 
cvtools::writeMat(up0Primary, "up0Primary.mat", "up0Primary");
cvtools::writeMat(up0Secondary, "up0Secondary.mat", "up0Secondary");
cvtools::writeMat(up0Equivalent, "up0Equivalent.mat", "up0Equivalent");
cvtools::writeMat(up0, "up0.mat", "up0");
cvtools::writeMat(amplitude0, "amplitude0.mat", "amplitude0");
 
    // color debayer and remap
    cv::Mat color0, color1;
//    frames0[0].convertTo(color0Rect, CV_8UC1, 1.0/256.0);
    cv::cvtColor(frames0[0], color0, CV_BayerBG2RGB);
    cv::remap(color0, color0, map0X, map0Y, CV_INTER_LINEAR);
 
//    frames1[0].convertTo(color1Rect, CV_8UC1, 1.0/256.0);
    cv::cvtColor(frames1[0], color1, CV_BayerBG2RGB);
    cv::remap(color1, color1, map1X, map1Y, CV_INTER_LINEAR);
 
//cvtools::writeMat(color0, "color0.mat", "color0");
//cvtools::writeMat(color1, "color1.mat", "color1");
 
    // Occlusion masks
    cv::Mat occlusion0, occlusion1;
    cv::subtract(frames0Rect[0], frames0Rect[1], occlusion0);
    occlusion0 = (occlusion0 > 25) & (occlusion0 < 250);
    cv::subtract(frames1Rect[0], frames1Rect[1], occlusion1);
    occlusion1 = (occlusion1 > 25) & (occlusion1 < 250);
 
    // Threshold on energy at primary frequency
    occlusion0 = occlusion0 & (amplitude0 > 5.0*nStepsPrimary);
    occlusion1 = occlusion1 & (amplitude1 > 5.0*nStepsPrimary);
 
//cvtools::writeMat(occlusion1, "occlusion1.mat", "occlusion1");
//cvtools::writeMat(occlusion1, "occlusion1.mat", "occlusion1");
 
    // Erode occlusion masks
    cv::Mat strel = cv::getStructuringElement(cv::MORPH_ELLIPSE, cv::Size(5,5));
    cv::erode(occlusion0, occlusion0, strel);
    cv::erode(occlusion1, occlusion1, strel);
 
    // Threshold on gradient of phase
    cv::Mat edges0;
    cv::Sobel(up0, edges0, -1, 1, 1, 5);
    occlusion0 = occlusion0 & (abs(edges0) < 150);
 
    cv::Mat edges1;
    cv::Sobel(up1, edges1, -1, 1, 1, 5);
    occlusion1 = occlusion1 & (abs(edges1) < 150);
 
//cvtools::writeMat(edges0, "edges0.mat", "edges0");
//cvtools::writeMat(edges1, "edges1.mat", "edges1");
 
    // Match phase maps
    int frameRectRows = map0X.rows;
    int frameRectCols = map0X.cols;
 
    // camera0 against camera1
    std::vector<cv::Vec2f> q0, q1;
    for(int row=0; row<frameRectRows; row++){
        for(int col=0; col<frameRectCols; col++){
 
            if(!occlusion0.at<char>(row,col))
                continue;
 
            float up0i = up0.at<float>(row,col);
            for(int col1=0; col1<up1.cols-1; col1++){
 
                if(!occlusion1.at<char>(row,col1) || !occlusion1.at<char>(row,col1+1))
                    continue;
 
                float up1Left = up1.at<float>(row,col1);
                float up1Right = up1.at<float>(row,col1+1);
 
                if((up1Left <= up0i) && (up0i <= up1Right) && (up0i-up1Left < 1) && (up1Right-up0i < 1)){
 
                    float col1i = col1 + (up0i-up1Left)/(up1Right-up1Left);
 
                    q0.push_back(cv::Point2f(col, row));
                    q1.push_back(cv::Point2f(col1i, row));
 
                    break;
                }
            }
        }
    }
 
 
    int nMatches = q0.size();
 
    if(nMatches < 1){
        Q.resize(0);
        color.resize(0);
 
        return;
    }
 
    // Retrieve color information
    color.resize(nMatches);
    for(int i=0; i<nMatches; i++){
 
        cv::Vec3b c0 = color0.at<cv::Vec3b>(q0[i][1], q0[i][0]);
        cv::Vec3b c1 = color1.at<cv::Vec3b>(q1[i][1], q1[i][0]);
 
        color[i] = 0.5*c0 + 0.5*c1;
    }
 
    // Triangulate points
    cv::Mat QMatHomogenous, QMat;
    cv::triangulatePoints(P0, P1, q0, q1, QMatHomogenous);
    cvtools::convertMatFromHomogeneous(QMatHomogenous, QMat);
 
    // Undo rectification
    cv::Mat R0Inv;
    cv::Mat(R0.t()).convertTo(R0Inv, CV_32F);
    QMat = R0Inv*QMat;
 
    cvtools::matToPoints3f(QMat, Q);
 
}
 

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(root)/src/algorithm/AlgorithmPhaseShiftTwoFreq.cpp – Rev 179 → 180

Rev 179		Rev 180
1	`#include "AlgorithmPhaseShiftTwoFreq.h"`	1	`#include "AlgorithmPhaseShiftTwoFreq.h"`
2	`#include <math.h>`	2	`#include <math.h>`
3		3
4	`#include "cvtools.h"`	4	`#include "cvtools.h"`
5		5
6	`#ifndef M_PI`	6	`#ifndef M_PI`
7	`#define M_PI 3.14159265358979323846`	7	`#define M_PI 3.14159265358979323846`
8	`#endif`	8	`#endif`
9		9
10	`static unsigned int nStepsPrimary = 16; // number of shifts/steps in primary`	10	`static unsigned int nStepsPrimary = 16; // number of shifts/steps in primary`
11	`static unsigned int nStepsSecondary = 8; // number of shifts/steps in secondary`	11	`static unsigned int nStepsSecondary = 8; // number of shifts/steps in secondary`
12	`static float periodPrimary = 48; // primary period`	12	`static float periodPrimary = 48; // primary period`
13		13
14	`// Algorithm`	14	`// Algorithm`
15	`static cv::Mat computePhaseVector(unsigned int length, float phase, float pitch){`	15	`static cv::Mat computePhaseVector(unsigned int length, float phase, float pitch){`
16		16
17	`cv::Mat phaseVector(length, 1, CV_8UC3);`	17	`cv::Mat phaseVector(length, 1, CV_8UC3);`
18	`//phaseVector.setTo(0);`	18	`//phaseVector.setTo(0);`
19		19
20	`const float pi = M_PI;`	20	`const float pi = M_PI;`
21		21
22	`// Loop through vector`	22	`// Loop through vector`
23	`for(int i=0; i<phaseVector.rows; i++){`	23	`for(int i=0; i<phaseVector.rows; i++){`
24	`// Amplitude of channels`	24	`// Amplitude of channels`
25	`float amp = 0.5(1+cos(2pi*i/pitch - phase));`	25	`float amp = 0.5(1+cos(2pi*i/pitch - phase));`
26	`phaseVector.at<cv::Vec3b>(i, 0) = cv::Vec3b(255.0amp,255.0amp,255.0*amp);`	26	`phaseVector.at<cv::Vec3b>(i, 0) = cv::Vec3b(255.0amp,255.0amp,255.0*amp);`
27	`}`	27	`}`
28		28
29	`return phaseVector;`	29	`return phaseVector;`
30	`}`	30	`}`
31		31
32	`AlgorithmPhaseShiftTwoFreq::AlgorithmPhaseShiftTwoFreq(unsigned int _screenCols, unsigned int _screenRows) : Algorithm(_screenCols, _screenRows){`	32	`AlgorithmPhaseShiftTwoFreq::AlgorithmPhaseShiftTwoFreq(unsigned int _screenCols, unsigned int _screenRows) : Algorithm(_screenCols, _screenRows){`
33		33
34	`// Set N`	34	`// Set N`
35	`N = 2+nStepsPrimary+nStepsSecondary;`	35	`N = 2+nStepsPrimary+nStepsSecondary;`
36		36
37	`// Determine the secondary (wider) period`	37	`// Determine the secondary (wider) period`
38	`float pSecondary = (screenCols*periodPrimary)/(screenCols-periodPrimary);`	38	`float pSecondary = (screenCols*periodPrimary)/(screenCols-periodPrimary);`
39		39
40	`// all on pattern`	40	`// all on pattern`