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qt-jetson-zed-opencv-nosdk.cpp
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qt-jetson-zed-opencv-nosdk.cpp
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#include "qt-jetson-zed-opencv-nosdk.h"
#include "ui_qt-jetson-zed-opencv-nosdk.h"
#include <opencv2/gpu/gpu.hpp>
#ifndef Q_PROCESSOR_ARM
#include <opencv2/ocl/ocl.hpp>
#endif
#include <opencv2/calib3d/calib3d.hpp>
QtOpenCVZedDemo::QtOpenCVZedDemo(QWidget *parent) :
QMainWindow(parent),
ui(new Ui::QtOpenCVZedDemo)
{
ui->setupUi(this);
mFlipVert=true;
mFlipHoriz=false;
ui->actionVertical_Flip->setChecked( mFlipVert );
ui->action_Horizontal_Mirror->setChecked( mFlipHoriz );
enumCameras();
mCuda = checkCUDA();
#ifndef Q_PROCESSOR_ARM
mOcl = checkOpenCL();
#else
mOcl = false;
#endif
/*QWidget* cpuW = new QWidget;
QGridLayout* cpuLayout = new QGridLayout;
cpuLayout->addWidget( cpuW );
ui->tabWidget->addTab( cpuLayout, "CPU" );
QWidget* cudaW = new QWidget;
QGridLayout* cudaLayout = new QGridLayout;
cudaLayout->addWidget( cudaW );
ui->tabWidget->addTab( cudaLayout, "CUDA" );
mOclBmWidget = new QOclBM_params;
QGridLayout* oclLayout = new QGridLayout;
oclLayout->addWidget( mOclBmWidget );
ui->tabWidget->addTab( oclLayout, "OpenCL" );*/
mOclBmWidget = qobject_cast<QOclBM_params *>(ui->tabWidget->widget(2));
ui->tabWidget->setTabEnabled( 1, mCuda );
ui->tabWidget->setTabEnabled( 2, mOcl );
ui->statusBar->addPermanentWidget( &mFpsLabel );
mFpsLabel.setText( "FPS: ---");
}
QtOpenCVZedDemo::~QtOpenCVZedDemo()
{
delete ui;
}
void QtOpenCVZedDemo::enumCameras()
{
ui->comboBox_cameras->clear();
if(mCapture.isOpened())
mCapture.release();
cv::VideoCapture temp_camera;
int maxTested = 10;
bool found = false;
for (int i = 0; i < maxTested; i++)
{
cv::VideoCapture temp_camera(i);
bool res = temp_camera.isOpened();
temp_camera.release();
if (res)
{
found = true;
ui->comboBox_cameras->addItem( tr("%1").arg(i) );
}
}
if( found )
ui->comboBox_cameras->setCurrentIndex(0);
else
ui->comboBox_cameras->setCurrentIndex(-1);
}
bool QtOpenCVZedDemo::checkCUDA()
{
// >>>>> CUDA available?
int cudaCount = cv::gpu::getCudaEnabledDeviceCount();
bool cuda = cudaCount>0?true:false;
// <<<<< CUDA available?
return cuda;
}
bool QtOpenCVZedDemo::checkOpenCL()
{
#ifndef Q_PROCESSOR_ARM
// >>>>> OPENCL available?
cv::ocl::PlatformsInfo oclPlat;
int oclCount = cv::ocl::getOpenCLPlatforms( oclPlat );
bool ocl = oclCount>0?true:false;
// <<<<< OPENCL available?
return ocl;
#endif
return false;
}
void QtOpenCVZedDemo::on_actionStart_triggered()
{
if( !mCapture.isOpened() )
if( !mCapture.open( ui->comboBox_cameras->currentIndex() ) )
return;
startTimer(0);
}
void updateFps( float time );
void QtOpenCVZedDemo::timerEvent(QTimerEvent *event)
{
Q_UNUSED(event);
updateFps( mElabTime.elapsed() );
mElabTime.restart();
cv::Mat image;
mCapture >> image;
if( mFlipVert && mFlipHoriz )
cv::flip( image,image, -1);
else if( mFlipVert )
cv::flip( image,image, 0);
else if( mFlipHoriz )
cv::flip( image,image, 1);
// Do what you want with the image :-)
int w = image.cols/2;
int h = image.rows;
cv::Rect lRect( 0,0,w,h );
cv::Rect rRect( w,0,w,h );
cv::Mat left = image(lRect);
cv::Mat right = image(rRect);
ui->graphicsView_left->setScene( &mLeft );
// Show the image
mLeft.setBgImage( left );
mRight.setBgImage( right );
if( ui->tabWidget->currentIndex() == 0 )
{
doStereoSGBM_CPU( left, right );
}
else if( ui->tabWidget->currentIndex() == 1 )
{
// TODO Cuda processing
}
else if( ui->tabWidget->currentIndex() == 2 )
{
#ifndef Q_PROCESSOR_ARM
doStereoSBM_OCL(left, right );
//doStereoCSBP_OCL( left, right );
//doStereoBP_OCL(left,right);
#endif
}
mDisp.setBgImage( mDisparity );
}
void QtOpenCVZedDemo::on_actionVertical_Flip_triggered(bool checked)
{
mFlipVert = checked;
}
void QtOpenCVZedDemo::on_action_Horizontal_Mirror_triggered(bool checked)
{
mFlipHoriz = checked;
}
void QtOpenCVZedDemo::on_comboBox_cameras_currentIndexChanged(int index)
{
if( index==-1 )
return;
if( mCapture.isOpened() )
mCapture.release();
if( !mCapture.open( index ) )
return;
mCapture.set( CV_CAP_PROP_FRAME_WIDTH, 1280 );
mCapture.set( CV_CAP_PROP_FRAME_HEIGHT, 480 );
resetFps();
startTimer(0);
}
void QtOpenCVZedDemo::doStereoSGBM_CPU( cv::Mat left, cv::Mat right )
{
cv::StereoSGBM sgbm;
sgbm.SADWindowSize = 5;
sgbm.numberOfDisparities = 192;
sgbm.preFilterCap = 4;
sgbm.minDisparity = -64;
sgbm.uniquenessRatio = 1;
sgbm.speckleWindowSize = 150;
sgbm.speckleRange = 2;
sgbm.disp12MaxDiff = 10;
sgbm.fullDP = true;
sgbm.P1 = 600;
sgbm.P2 = 2400;
if( left.channels() > 1 )
cv::cvtColor( left, left, CV_BGR2GRAY );
if( right.channels() > 1 )
cv::cvtColor( right, right, CV_BGR2GRAY );
sgbm(left, right, mDisparity);
normalize(mDisparity, mDisparity, 0, 255, CV_MINMAX, CV_8U);
}
#ifndef Q_PROCESSOR_ARM
void QtOpenCVZedDemo::doStereoSBM_OCL( cv::Mat left, cv::Mat right )
{
cv::ocl::StereoBM_OCL sbm;
//sbm.preset = cv::ocl::StereoBM_OCL::BASIC_PRESET;
//sbm.ndisp = 64;
//sbm.winSize = 9;
sbm.preset = mOclBmWidget->getFilterMode();
sbm.ndisp = mOclBmWidget->getDisp();
sbm.winSize = mOclBmWidget->getWinSize();
if( left.channels() > 1 )
cv::cvtColor( left, left, CV_BGR2GRAY );
if( right.channels() > 1 )
cv::cvtColor( right, right, CV_BGR2GRAY );
cv::ocl::oclMat ocl_left;
cv::ocl::oclMat ocl_right;
cv::ocl::oclMat ocl_disp;
ocl_left.upload( left );
ocl_right.upload( right );
sbm( ocl_left, ocl_right, ocl_disp );
ocl_disp.download( mDisparity );
normalize(mDisparity, mDisparity, 0, 255, CV_MINMAX, CV_8U);
}
void QtOpenCVZedDemo::doStereoCSBP_OCL(cv::Mat left, cv::Mat right )
{
cv::ocl::StereoConstantSpaceBP csbp;
int disp, iters, levels, planes;
csbp.estimateRecommendedParams( left.cols, left.rows, disp, iters, levels, planes );
csbp.levels = levels;
csbp.iters = iters;
csbp.ndisp = disp;
csbp.nr_plane = planes;
if( left.channels() > 1 )
cv::cvtColor( left, left, CV_BGR2GRAY );
if( right.channels() > 1 )
cv::cvtColor( right, right, CV_BGR2GRAY );
cv::ocl::oclMat ocl_left;
cv::ocl::oclMat ocl_right;
cv::ocl::oclMat ocl_disp;
ocl_left.upload( left );
ocl_right.upload( right );
csbp( ocl_left, ocl_right, ocl_disp );
ocl_disp.download( mDisparity );
normalize(mDisparity, mDisparity, 0, 255, CV_MINMAX, CV_8U);
}
void QtOpenCVZedDemo::doStereoBP_OCL( cv::Mat left, cv::Mat right )
{
cv::ocl::StereoBeliefPropagation sbp;
int disp, iters, levels ;
sbp.estimateRecommendedParams( left.cols, left.rows, disp, iters, levels );
sbp.levels = levels;
sbp.iters = iters;
sbp.ndisp = disp;
if( left.channels() > 1 )
cv::cvtColor( left, left, CV_BGR2GRAY );
if( right.channels() > 1 )
cv::cvtColor( right, right, CV_BGR2GRAY );
cv::ocl::oclMat ocl_left;
cv::ocl::oclMat ocl_right;
cv::ocl::oclMat ocl_disp;
ocl_left.upload( left );
ocl_right.upload( right );
sbp( ocl_left, ocl_right, ocl_disp );
ocl_disp.download( mDisparity );
normalize(mDisparity, mDisparity, 0, 255, CV_MINMAX, CV_8U);
}
#endif
void QtOpenCVZedDemo::updateFps( float time )
{
float freq = 1000.0f/time;
float meanFps;
if( mFpsCount < 10 )
{
mFpsCount++;
}
else
{
mFpsSum -= mFpsVec[mFpsIdx];
}
mFpsVec[mFpsIdx] = freq;
mFpsSum += freq;
mFpsIdx = (mFpsIdx+1)%10;
meanFps = mFpsSum / mFpsCount;
mFpsLabel.setText( tr("FPS: %1 hz").arg(meanFps, 5, 'f', 2) );
}
void QtOpenCVZedDemo::resetFps()
{
mElabTime.start();
memset( mFpsVec, 0, 10*sizeof(float) );
mFpsCount = 0;
mFpsIdx = 0;
mFpsSum = 0.0f;
}
void QtOpenCVZedDemo::on_tabWidget_currentChanged(int index)
{
Q_UNUSED(index);
resetFps();
}