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OpenCV, libfreenect, and cscore test
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#define DEBUG | |
#include <iostream> | |
#include <vector> | |
#include <algorithm> | |
#include <ctime> | |
#include <libusb-1.0/libusb.h> | |
#include <libfreenect/libfreenect.hpp> | |
#include <opencv2/opencv.hpp> | |
#include <opencv2/imgproc/imgproc.hpp> | |
#include <opencv2/contrib/contrib.hpp> | |
#include <cscore_oo.h> | |
#include <pthread.h> | |
#include <csignal> | |
using namespace std; | |
using namespace cv; | |
using namespace cs; | |
static bool USE_REGISTERED = true; | |
static bool TRY_CSCORE = false; | |
static volatile bool die = false; | |
std::string text = ""; | |
cv::Point depthPoint(320, 240); | |
int angle = 0; | |
class myMutex { | |
public: | |
myMutex() { | |
pthread_mutex_init( &m_mutex, NULL ); | |
} | |
void lock() { | |
pthread_mutex_lock( &m_mutex ); | |
} | |
void unlock() { | |
pthread_mutex_unlock( &m_mutex ); | |
} | |
private: | |
pthread_mutex_t m_mutex; | |
}; | |
class Kinect : public Freenect::FreenectDevice{ | |
private: | |
std::vector<uint8_t> m_depth_buffer; | |
std::vector<uint8_t> m_color_buffer; | |
std::vector<uint16_t> m_gamma; | |
cv::Mat m_depthMat; | |
cv::Mat m_rgbMat; | |
cv::Mat m_ownMat; | |
myMutex m_depthMutex; | |
myMutex m_rgbMutex; | |
bool m_new_depth_frame = false; | |
bool m_new_rgb_frame = false; | |
public: | |
Kinect(freenect_context* ctx, int index) | |
:Freenect::FreenectDevice(ctx, index) { | |
//std::cout << "Inside Constructor" << std::endl; | |
m_new_depth_frame = false; | |
m_new_rgb_frame = false; | |
m_rgbMat = cv::Mat(cv::Size(640, 480), CV_8UC3, cv::Scalar(0)); | |
m_depthMat = cv::Mat(cv::Size(640, 480), CV_16UC1); | |
m_gamma = std::vector<uint16_t>(2048); | |
for(auto i = 0; i < 2048; i++) { | |
float v = i / 2048.0f; | |
v = std::pow(v, 3) * 6; | |
m_gamma[i] = v * 6 * 256; | |
} | |
//this->setDepthFormat((freenect_depth_FREENECT_DEPTH_11BIT | FREENECT_DEPTH_MM, FREENECT_RESOLUTION_MEDIUM); | |
//std::cout << "Created Kinect device!" << std::endl; | |
} | |
void VideoCallback(void* data, uint32_t timestamp) { | |
m_rgbMutex.lock(); | |
uint8_t* rgb = static_cast<uint8_t*>(data); | |
m_rgbMat.data = rgb; | |
m_new_rgb_frame = true; | |
m_rgbMutex.unlock(); | |
} | |
void DepthCallback(void* data, uint32_t timestamp) { | |
m_depthMutex.lock(); | |
//uint16_t* depth = static_cast<uint16_t*>(data); | |
m_depthMat.data = static_cast<uint8_t*>(data); | |
m_new_depth_frame = true; | |
m_depthMutex.unlock(); | |
} | |
bool GetVideo(cv::Mat& output) { | |
m_rgbMutex.lock(); | |
if (m_new_rgb_frame) { | |
cv::cvtColor(m_rgbMat, output, CV_RGB2BGR); | |
m_new_rgb_frame = false; | |
m_rgbMutex.unlock(); | |
return true; | |
} else { | |
m_rgbMutex.unlock(); | |
return false; | |
} | |
} | |
bool GetDepth(cv::Mat& output) { | |
m_depthMutex.lock(); | |
if(m_new_depth_frame) { | |
m_depthMat.copyTo(output); | |
m_new_depth_frame = false; | |
m_depthMutex.unlock(); | |
return true; | |
} else { | |
m_depthMutex.unlock(); | |
return false; | |
} | |
} | |
}; | |
cv::Mat convertRawDepthToColor(cv::Mat depth) { | |
cv::Mat ret = cv::Mat::zeros(cv::Size(640, 480), CV_8UC3); | |
uchar* depth_mid = ret.data; | |
int i; | |
for (i = 0; i < 640*480; i++) { | |
int lb = ((short *)depth.data)[i] % 256; | |
int ub = ((short *)depth.data)[i] / 256; | |
switch (ub) { | |
case 0: | |
depth_mid[3*i+2] = 255; | |
depth_mid[3*i+1] = 255-lb; | |
depth_mid[3*i+0] = 255-lb; | |
break; | |
case 1: | |
depth_mid[3*i+2] = 255; | |
depth_mid[3*i+1] = lb; | |
depth_mid[3*i+0] = 0; | |
break; | |
case 2: | |
depth_mid[3*i+2] = 255-lb; | |
depth_mid[3*i+1] = 255; | |
depth_mid[3*i+0] = 0; | |
break; | |
case 3: | |
depth_mid[3*i+2] = 0; | |
depth_mid[3*i+1] = 255; | |
depth_mid[3*i+0] = lb; | |
break; | |
case 4: | |
depth_mid[3*i+2] = 0; | |
depth_mid[3*i+1] = 255-lb; | |
depth_mid[3*i+0] = 255; | |
break; | |
case 5: | |
depth_mid[3*i+2] = 0; | |
depth_mid[3*i+1] = 0; | |
depth_mid[3*i+0] = 255-lb; | |
break; | |
default: | |
depth_mid[3*i+2] = 0; | |
depth_mid[3*i+1] = 0; | |
depth_mid[3*i+0] = 0; | |
break; | |
} | |
} | |
return ret; | |
} | |
cv::Mat RegisteredDepthToColor(cv::Mat depth) { | |
cv::Mat ret; | |
double min; | |
double max; | |
cv::minMaxIdx(depth, &min, &max, 0, 0); | |
cv::Mat adjMap; | |
depth.convertTo(adjMap, CV_8UC1, 255 / (max - min), -min); | |
cv::applyColorMap(adjMap, ret, cv::COLORMAP_OCEAN); | |
return ret; | |
} | |
cv::Mat ConvertDepthToColor(cv::Mat depth) { | |
if (USE_REGISTERED) { | |
return RegisteredDepthToColor(depth); | |
} else { | |
return convertRawDepthToColor(depth); | |
} | |
} | |
float RawDepthToMeters(uint16_t depthData) | |
{ | |
if (depthData < 2047) { | |
return 1.0 / (depthData * -0.0030711016 + 3.3309495161); | |
} | |
return 0; | |
} | |
float RegisteredDepthToMeters(uint16_t depthData) { | |
return (float)depthData / 1000; | |
} | |
float DistanceTo(cv::Point2i point, cv::Mat depth) { | |
if (USE_REGISTERED) { | |
return RegisteredDepthToMeters(depth.at<uint16_t>(point)); | |
} else { | |
return RawDepthToMeters(depth.at<uint16_t>(point)); | |
} | |
} | |
void MouseCallbackFunc(int event, int x, int y, int flags, void* userData) { | |
if (event == CV_EVENT_LBUTTONDOWN) { | |
depthPoint.x = x; | |
depthPoint.y = y; | |
//std::cout << "Got mouse click at X: " << x << ", Y: " << y << std::endl; | |
} | |
if (event == CV_EVENT_RBUTTONDOWN) { | |
depthPoint.x = 320; | |
depthPoint.y = 240; | |
//std::cout << "Reset point" << std::endl; | |
} | |
} | |
void ParseCommandLine(int argc, char** argv) { | |
if (argc > 1) { | |
for (int i = 1; i < argc; i++) { | |
std::string arg = std::string(argv[i]); | |
if (arg == "--use-registered") { | |
USE_REGISTERED = true; | |
} | |
if (arg == "--try-cscore") { | |
TRY_CSCORE = true; | |
} | |
} | |
} else { | |
USE_REGISTERED = false; | |
TRY_CSCORE = false; | |
} | |
} | |
int main(int argc, char** argv) { | |
std::cout << "Initializing" << std::endl; | |
std::time_t start = std::clock(); | |
ParseCommandLine(argc, argv); | |
Freenect::Freenect ctx; | |
//std::cout << "Created Freenect" << std::endl; | |
Kinect& kinect = ctx.createDevice<Kinect>(0); | |
//std::cout << "Created kinect" << std::endl; | |
cs::MjpegServer rgbServer{"rgb", 1185}; | |
cs::MjpegServer depthServer{"depth", 1186}; | |
//std::cout << "Created mjpg servers" << std::endl; | |
cs::CvSource rgbSource{"rgbSource", cs::VideoMode::kMJPEG, 640, 480, 30}; | |
cs::CvSource depthSource{"depthSource", cs::VideoMode::kBGR, 640, 480, 30}; | |
rgbServer.SetSource(rgbSource); | |
depthServer.SetSource(depthSource); | |
//std::cout << "Created and set CvSources" << std::endl; | |
cs::SetDefaultLogger(1); | |
cv::Mat rgb(Size(640, 480), CV_8UC3, Scalar(0)); | |
cv::Mat depth(Size(640, 480), CV_16UC1); | |
cv::Mat depth_viewable = cv::Mat::zeros(cv::Size(640, 480), CV_8UC3); | |
std::signal(SIGINT, [](int) { | |
die = true; | |
}); | |
//std::cout << "Set SIGINT handler" << std::endl; | |
cv::namedWindow("Video", CV_WINDOW_AUTOSIZE); | |
cv::namedWindow("Depth", CV_WINDOW_AUTOSIZE); | |
cv::setMouseCallback("Video", MouseCallbackFunc, NULL); | |
cv::setMouseCallback("Depth", MouseCallbackFunc, NULL); | |
if (USE_REGISTERED) { | |
kinect.setDepthFormat(FREENECT_DEPTH_REGISTERED, FREENECT_RESOLUTION_MEDIUM); | |
} else { | |
kinect.setDepthFormat(FREENECT_DEPTH_11BIT, FREENECT_RESOLUTION_MEDIUM); | |
} | |
kinect.setFlag(FREENECT_AUTO_EXPOSURE, true); | |
//kinect.setFlag(FREENECT_AUTO_WHITE_BALANCE, true); | |
kinect.startVideo(); | |
kinect.startDepth(); | |
//std::cout << "Started depth and video streams" << std::endl; | |
kinect.setLed(LED_GREEN); | |
kinect.setTiltDegrees(0); | |
std::time_t end = std::clock(); | |
int elapsed = (end - start) / (double) (CLOCKS_PER_SEC / 1000); | |
std::cout << "Initialization took " << elapsed << " ms" << std::endl; | |
while(!die) { | |
//std::cout << "Getting frame" << std::endl; | |
if (!kinect.GetVideo(rgb)) { | |
rgb = cv::Mat(640, 480, CV_8UC3, cv::Scalar(255, 0, 0)); | |
std::cout << "Failed to get frame from kinect" << std::endl; | |
} | |
if (!kinect.GetDepth(depth)) { | |
depth = cv::Mat(640, 480, CV_16UC1, cv::Scalar(0)); | |
std::cout << "Failed to get frame from kinect" << std::endl; | |
} | |
float distance = DistanceTo(depthPoint, depth); | |
//std::cout << "Distance: " << distance << " Raw: " << (int)(depth.at<uint16_t>(depthPoint)) << '\r' << std::flush; | |
cv::circle(rgb, depthPoint, 5, cv::Scalar(255, 255, 255), 1); | |
depth_viewable = ConvertDepthToColor(depth); | |
cv::circle(depth_viewable, depthPoint, 5, cv::Scalar(255, 255, 255), 1); | |
std::ostringstream ss; | |
ss << "Distance: " << distance; | |
cv::putText(depth_viewable, ss.str(), cv::Point(320, 440), CV_FONT_HERSHEY_SIMPLEX, 1, cv::Scalar(255, 255, 255), 2); | |
cv::putText(rgb, ss.str(), cv::Point(320, 440), CV_FONT_HERSHEY_SIMPLEX, 1, cv::Scalar(255, 255, 255), 2); | |
if (TRY_CSCORE) { | |
rgbSource.PutFrame(rgb); | |
//depthSource.PutFrame(depth_viewable); | |
} | |
cv::imshow("Video", rgb); | |
cv::imshow("Depth", depth_viewable); | |
int key = cv::waitKey(5); | |
if (key > 0) { | |
if (key == 'q') { | |
die = true; | |
} | |
if (key == 's') { | |
angle = 0; | |
} | |
if (key == 'w') { | |
angle++; | |
if (angle > 30) { | |
angle = 30; | |
} | |
} | |
if (key == 'x') { | |
angle--; | |
if (angle < -30) { | |
angle = -30; | |
} | |
} | |
kinect.setTiltDegrees(angle); | |
} | |
} | |
std::cout << "Shutting down..." << std::endl; | |
kinect.stopDepth(); | |
kinect.stopVideo(); | |
kinect.setLed(LED_RED); | |
} |
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