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#include "DetectPresenter.h"
#include "rodAndBarDetection_Export.h"
#include "AlgoParamConverter.h"
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#include "IHandEyeCalib.h"
#include <fstream>
#define _USE_MATH_DEFINES
#include <cmath>
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#include <memory>
#include <QPainter>
#include <QPen>
#include <QColor>
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namespace
{
constexpr double kVectorNormEpsilon = 1e-6;
HECPoint3D MakeHecPoint(double x, double y, double z)
{
return HECPoint3D(x, y, z);
}
HECPoint3D CrossProduct(const HECPoint3D& a, const HECPoint3D& b)
{
return HECPoint3D(
a.y * b.z - a.z * b.y,
a.z * b.x - a.x * b.z,
a.x * b.y - a.y * b.x);
}
double DotProduct(const HECPoint3D& a, const HECPoint3D& b)
{
return a.x * b.x + a.y * b.y + a.z * b.z;
}
bool NormalizeInPlace(HECPoint3D& v)
{
const double norm = v.norm();
if (norm < kVectorNormEpsilon) {
return false;
}
v = v / norm;
return true;
}
void ApplyDirVectorInvert(std::vector<HECPoint3D>& dirVectors, int dirVectorInvert)
{
switch (dirVectorInvert) {
case 1:
dirVectors[0] = dirVectors[0] * (-1.0);
dirVectors[1] = dirVectors[1] * (-1.0);
break;
case 2:
dirVectors[0] = dirVectors[0] * (-1.0);
dirVectors[2] = dirVectors[2] * (-1.0);
break;
case 3:
dirVectors[1] = dirVectors[1] * (-1.0);
dirVectors[2] = dirVectors[2] * (-1.0);
break;
case 0:
default:
break;
}
}
bool BuildRightHandedFrameFromXZ(const HECPoint3D& xSeed,
const HECPoint3D& zSeed,
std::vector<HECPoint3D>& dirVectors)
{
HECPoint3D xAxis = xSeed;
HECPoint3D zAxis = zSeed;
if (!NormalizeInPlace(xAxis) || !NormalizeInPlace(zAxis)) {
return false;
}
zAxis = zAxis - xAxis * DotProduct(xAxis, zAxis);
if (!NormalizeInPlace(zAxis)) {
return false;
}
HECPoint3D yAxis = CrossProduct(zAxis, xAxis);
if (!NormalizeInPlace(yAxis)) {
return false;
}
zAxis = CrossProduct(xAxis, yAxis);
if (!NormalizeInPlace(zAxis)) {
return false;
}
dirVectors = { xAxis, yAxis, zAxis };
return true;
}
HECRotationMatrix BuildRotationMatrixFromAxes(const std::vector<HECPoint3D>& dirVectors)
{
HECRotationMatrix rotation;
rotation.at(0, 0) = dirVectors[0].x;
rotation.at(0, 1) = dirVectors[1].x;
rotation.at(0, 2) = dirVectors[2].x;
rotation.at(1, 0) = dirVectors[0].y;
rotation.at(1, 1) = dirVectors[1].y;
rotation.at(1, 2) = dirVectors[2].y;
rotation.at(2, 0) = dirVectors[0].z;
rotation.at(2, 1) = dirVectors[1].z;
rotation.at(2, 2) = dirVectors[2].z;
return rotation;
}
HECEulerOrder ToHandEyeEulerOrder(int eulerOrder)
{
switch (eulerOrder) {
case 10: return HECEulerOrder::XYZ;
case 11: return HECEulerOrder::ZYX;
case 12: return HECEulerOrder::ZXY;
case 13: return HECEulerOrder::YXZ;
case 14: return HECEulerOrder::YZX;
case 15: return HECEulerOrder::XZY;
default:
LOG_WARNING("Unsupported euler order %d, fallback to 11(sZYX)\n", eulerOrder);
return HECEulerOrder::ZYX;
}
}
HECCalibResult ToHandEyeCalibResult(const double clibMatrix[16])
{
HECCalibResult calibResult;
for (int i = 0; i < 3; ++i) {
for (int j = 0; j < 3; ++j) {
calibResult.R.at(i, j) = clibMatrix[i * 4 + j];
}
calibResult.T.at(i) = clibMatrix[i * 4 + 3];
}
return calibResult;
}
} // namespace
DetectPresenter::DetectPresenter(/* args */)
{
LOG_DEBUG("DetectPresenter Init algo ver: %s\n", wd_rodAndBarDetectionVersion());
}
DetectPresenter::~DetectPresenter()
{
}
QString DetectPresenter::GetAlgoVersion()
{
return QString(wd_rodAndBarDetectionVersion());
}
int DetectPresenter::DetectRod(
int cameraIndex,
std::vector<std::pair<EVzResultDataType, SVzLaserLineData>>& laserLines,
const VrAlgorithmParams& algorithmParams,
const VrDebugParam& debugParam,
LaserDataLoader& dataLoader,
const double clibMatrix[16],
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int eulerOrder,
int dirVectorInvert,
DetectionResult& detectionResult)
{
if (laserLines.empty()) {
LOG_WARNING("No laser lines data available\n");
return ERR_CODE(DEV_DATA_INVALID);
}
// 获取当前相机的校准参数
VrCameraPlaneCalibParam cameraCalibParamValue;
const VrCameraPlaneCalibParam* cameraCalibParam = nullptr;
if (algorithmParams.planeCalibParam.GetCameraCalibParam(cameraIndex, cameraCalibParamValue)) {
cameraCalibParam = &cameraCalibParamValue;
}
// 保存debug数据
std::string timeStamp = CVrDateUtils::GetNowTime();
if(debugParam.enableDebug && debugParam.savePointCloud){
LOG_INFO("[Algo Thread] Debug mode is enabled, saving point cloud data\n");
// 获取当前时间戳格式为YYYYMMDDHHMMSS
std::string fileName = debugParam.debugOutputPath + "/Laserline_" + std::to_string(cameraIndex) + "_" + timeStamp + ".txt";
// 直接使用统一格式保存数据
dataLoader.SaveLaserScanData(fileName, laserLines, laserLines.size(), 0.0, 0, 0);
}
int nRet = SUCCESS;
// 转换为算法需要的XYZ格式
std::vector<std::vector<SVzNL3DPosition>> xyzData;
int convertResult = dataLoader.ConvertToSVzNL3DPosition(laserLines, xyzData);
if (convertResult != SUCCESS || xyzData.empty()) {
LOG_WARNING("Failed to convert data to XYZ format or no XYZ data available\n");
return ERR_CODE(DEV_DATA_INVALID);
}
// 使用 AlgoParamConverter 进行参数转换
SSX_rodParam rodParam = AlgoParamConverter::ToAlgoParam(algorithmParams.rodParam);
SSG_cornerParam cornerParam = AlgoParamConverter::ToAlgoParam(algorithmParams.cornerParam);
SSG_treeGrowParam growParam = AlgoParamConverter::ToAlgoParam(algorithmParams.growParam);
SSG_outlierFilterParam filterParam = AlgoParamConverter::ToAlgoParam(algorithmParams.filterParam);
// 构建平面标定参数
SSG_planeCalibPara poseCalibPara = AlgoParamConverter::ToAlgoPlaneCalibParam(cameraCalibParam);
if(debugParam.enableDebug && debugParam.printDetailLog)
{
AlgoParamConverter::LogAlgoParams("[Algo Thread]", rodParam, cornerParam, filterParam, growParam, clibMatrix);
}
int errCode = 0;
CVrTimeUtils oTimeUtils;
LOG_DEBUG("before sx_rodPositioning \n");
// 调用棒材定位算法
std::vector<SSX_rodPositionInfo> rodInfo;
sx_rodPositioning(
xyzData,
poseCalibPara,
cornerParam,
filterParam,
growParam,
rodParam,
rodInfo,
&errCode);
LOG_DEBUG("after sx_rodPositioning \n");
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LOG_INFO("sx_rodPositioning: detected %zu rods, err=%d runtime=%.3fms\n", rodInfo.size(), errCode, oTimeUtils.GetElapsedTimeInMilliSec());
ERR_CODE_RETURN(errCode);
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std::unique_ptr<IHandEyeCalib, decltype(&DestroyHandEyeCalibInstance)> handEyeCalib(
CreateHandEyeCalibInstance(),
DestroyHandEyeCalibInstance);
if (!handEyeCalib) {
LOG_ERROR("Failed to create HandEyeCalib instance\n");
return ERR_CODE(DEV_NOT_FIND);
}
const HECCalibResult calibResult = ToHandEyeCalibResult(clibMatrix);
const HECEulerOrder hecEulerOrder = ToHandEyeEulerOrder(eulerOrder);
// 构建检测结果:生成点云图像
// 1. 获取所有棒材的中心点用于可视化
std::vector<std::vector<SVzNL3DPoint>> objOps;
std::vector<SVzNL3DPoint> rodCenters;
for (const auto& rod : rodInfo) {
SVzNL3DPoint pt;
pt.x = rod.center.x;
pt.y = rod.center.y;
pt.z = rod.center.z;
rodCenters.push_back(pt);
}
if (!rodCenters.empty()) {
objOps.push_back(rodCenters);
}
// 从点云数据生成投影图像10cm边界
detectionResult.image = PointCloudImageUtils::GeneratePointCloudRetPointImage(xyzData, objOps, 100.0);
// 在图像上绘制棒材的轴向方向线
if (!detectionResult.image.isNull() && !rodInfo.empty()) {
QPainter painter(&detectionResult.image);
painter.setRenderHint(QPainter::Antialiasing);
// 计算点云范围与PointCloudImageUtils相同的方式
double xMin = 1e10, xMax = -1e10, yMin = 1e10, yMax = -1e10;
for (const auto& line : xyzData) {
for (const auto& pt : line) {
if (pt.pt3D.z < 1e-4) continue;
xMin = std::min(xMin, (double)pt.pt3D.x);
xMax = std::max(xMax, (double)pt.pt3D.x);
yMin = std::min(yMin, (double)pt.pt3D.y);
yMax = std::max(yMax, (double)pt.pt3D.y);
}
}
// 扩展边界与GeneratePointCloudRetPointImage相同
double margin = 100.0; // 10cm = 100mm
xMin -= margin;
xMax += margin;
yMin -= margin;
yMax += margin;
// 使用与GeneratePointCloudRetPointImage相同的参数
int imgRows = detectionResult.image.height();
int imgCols = detectionResult.image.width();
int x_skip = 50;
int y_skip = 50;
// 计算投影比例与PointCloudImageUtils相同的方式
double y_rows = (double)(imgRows - y_skip * 2);
double x_cols = (double)(imgCols - x_skip * 2);
double x_scale = (xMax - xMin) / x_cols;
double y_scale = (yMax - yMin) / y_rows;
// 使用统一的比例尺
double scale = std::max(x_scale, y_scale);
x_scale = scale;
y_scale = scale;
// 计算点云在图像中居中的偏移量与PointCloudImageUtils一致
double cloudWidth = (xMax - xMin) / scale;
double cloudHeight = (yMax - yMin) / scale;
int x_offset = x_skip + (int)((x_cols - cloudWidth) / 2);
int y_offset = y_skip + (int)((y_rows - cloudHeight) / 2);
// 转换3D坐标到图像坐标的lambda函数使用居中偏移
auto toImageCoord = [&](const SVzNL3DPoint& pt) -> QPointF {
int px = (int)((pt.x - xMin) / x_scale + x_offset);
int py = (int)((pt.y - yMin) / y_scale + y_offset);
return QPointF(px, py);
};
// 绘制棒材的轴向方向线
for (const auto& rod : rodInfo) {
// 绘制轴向方向线(红色)
double len = 60;
QPen axisPen(QColor(255, 0, 0), 2);
painter.setPen(axisPen);
SVzNL3DPoint pt0 = { rod.center.x - len * rod.axialDir.x,
rod.center.y - len * rod.axialDir.y,
rod.center.z - len * rod.axialDir.z };
SVzNL3DPoint pt1 = { rod.center.x + len * rod.axialDir.x,
rod.center.y + len * rod.axialDir.y,
rod.center.z + len * rod.axialDir.z };
QPointF imgPt0 = toImageCoord(pt0);
QPointF imgPt1 = toImageCoord(pt1);
painter.drawLine(imgPt0, imgPt1);
// 绘制起点到终点线段(绿色)
QPen segPen(QColor(0, 255, 0), 2);
painter.setPen(segPen);
SVzNL3DPoint startPt = { rod.startPt.x, rod.startPt.y, rod.startPt.z };
SVzNL3DPoint endPt = { rod.endPt.x, rod.endPt.y, rod.endPt.z };
QPointF imgStart = toImageCoord(startPt);
QPointF imgEnd = toImageCoord(endPt);
painter.drawLine(imgStart, imgEnd);
}
}
// 转换检测结果为UI显示格式使用机械臂坐标系数据
for (size_t i = 0; i < rodInfo.size(); i++) {
const auto& rod = rodInfo[i];
// 进行坐标转换:从算法坐标系转换到机械臂坐标系
SVzNL3DPoint targetObj;
targetObj.x = rod.center.x;
targetObj.y = rod.center.y;
targetObj.z = rod.center.z;
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HECPoint3D eyePoint = MakeHecPoint(targetObj.x, targetObj.y, targetObj.z);
HECPoint3D robotPoint;
handEyeCalib->TransformPoint(calibResult.R, calibResult.T, eyePoint, robotPoint);
std::vector<HECPoint3D> dirVectorsEye;
bool validPose = BuildRightHandedFrameFromXZ(
MakeHecPoint(rod.axialDir.x, rod.axialDir.y, rod.axialDir.z),
MakeHecPoint(rod.normalDir.x, rod.normalDir.y, rod.normalDir.z),
dirVectorsEye);
if (!validPose) {
LOG_WARNING("[Algo Thread] Rod %zu has invalid axial/normal direction, use zero pose\n", i);
dirVectorsEye = {
HECPoint3D(1.0, 0.0, 0.0),
HECPoint3D(0.0, 1.0, 0.0),
HECPoint3D(0.0, 0.0, 1.0)
};
}
ApplyDirVectorInvert(dirVectorsEye, dirVectorInvert);
std::vector<HECPoint3D> dirVectorsRobot(3);
for (int axisIdx = 0; axisIdx < 3; ++axisIdx) {
handEyeCalib->RotatePoint(calibResult.R, dirVectorsEye[axisIdx], dirVectorsRobot[axisIdx]);
}
const HECRotationMatrix robotPoseR = BuildRotationMatrixFromAxes(dirVectorsRobot);
HECEulerAngles robotEuler;
handEyeCalib->RotationMatrixToEuler(robotPoseR, hecEulerOrder, robotEuler);
double rollDeg = 0.0;
double pitchDeg = 0.0;
double yawDeg = 0.0;
robotEuler.toDegrees(rollDeg, pitchDeg, yawDeg);
// 创建位置数据(使用转换后的机械臂坐标)
RodPosition pos;
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pos.roll = rollDeg;
pos.pitch = pitchDeg;
pos.yaw = yawDeg;
pos.x = robotPoint.x; // 机械臂坐标X
pos.y = robotPoint.y; // 机械臂坐标Y
pos.z = robotPoint.z; // 机械臂坐标Z
detectionResult.positions.push_back(pos);
// 保存棒材信息
RodInfo info;
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info.centerX = robotPoint.x;
info.centerY = robotPoint.y;
info.centerZ = robotPoint.z;
info.axialDirX = rod.axialDir.x;
info.axialDirY = rod.axialDir.y;
info.axialDirZ = rod.axialDir.z;
info.normalDirX = rod.normalDir.x;
info.normalDirY = rod.normalDir.y;
info.normalDirZ = rod.normalDir.z;
info.startPtX = rod.startPt.x;
info.startPtY = rod.startPt.y;
info.startPtZ = rod.startPt.z;
info.endPtX = rod.endPt.x;
info.endPtY = rod.endPt.y;
info.endPtZ = rod.endPt.z;
detectionResult.rodInfoList.push_back(info);
if(debugParam.enableDebug && debugParam.printDetailLog){
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LOG_INFO("[Algo Thread] Rod %zu Eye Coords: X=%.2f, Y=%.2f, Z=%.2f\n", i, rod.center.x, rod.center.y, rod.center.z);
LOG_INFO("[Algo Thread] Rod %zu Robot Coords: X=%.2f, Y=%.2f, Z=%.2f, RPY=%.2f, %.2f, %.2f\n", i, pos.x, pos.y, pos.z, pos.roll, pos.pitch, pos.yaw);
LOG_INFO("[Algo Thread] Rod %zu Axial Dir: X=%.3f, Y=%.3f, Z=%.3f\n", i, rod.axialDir.x, rod.axialDir.y, rod.axialDir.z);
LOG_INFO("[Algo Thread] Rod %zu Normal Dir: X=%.3f, Y=%.3f, Z=%.3f\n", i, rod.normalDir.x, rod.normalDir.y, rod.normalDir.z);
}
}
if(debugParam.enableDebug && debugParam.saveDebugImage){
// 获取当前时间戳格式为YYYYMMDDHHMMSS
std::string fileName = debugParam.debugOutputPath + "/Image_" + std::to_string(cameraIndex) + "_" + timeStamp + ".png";
LOG_INFO("[Algo Thread] Debug image saved image : %s\n", fileName.c_str());
// 保存检测结果图片
if (!detectionResult.image.isNull()) {
QString qFileName = QString::fromStdString(fileName);
detectionResult.image.save(qFileName);
} else {
LOG_WARNING("[Algo Thread] No valid image to save for debug\n");
}
}
return nRet;
}