我的問題是,我的視差地圖中的顏色是向後。因爲在離得越遠的地方,東西比靠近相機的東西都要輕。視差地圖的顏色是向後在opencv
我已經嘗試了很多東西(即convertTo,convertScaleAbs和它們中的值的各種組合等),並且似乎無法使差異圖中的顏色反轉(即,正常 - 更遠的東西)。
我需要一些幫助。
另外,出於好奇,我怎樣才能改變視差圖的顏色空間,就像我在網上看到的多彩的MATLAB視頻?
這是我的代碼和pastebin。 http://pastebin.com/E3vVN6UU
#include <opencv2/core/core.hpp>
#include <opencv2/imgproc/imgproc.hpp>
#include <opencv2/highgui/highgui.hpp>
#include <opencv2/calib3d/calib3d.hpp>
#include <iostream>
#include <string>
using namespace cv;
using namespace std;
void show(const char* windowname, Mat image)
{
namedWindow(windowname, CV_WINDOW_AUTOSIZE);
imshow(windowname, image);
}
int main()
{
Mat image1, image2;
Mat camMat1 = (Mat_<double>(3,3) << 793.1338, 0, 337.2309, 0, 792.0555, 256.9991, 0, 0, 1);
Mat camMat2 = (Mat_<double>(3,3) << 799.1271, 0, 319.8581, 0, 797.2460, 243.4638, 0, 0, 1);
Mat dispCoeffs1 = (Mat_<double>(1,5) << 0.0033, -0.1320, -0.0019, 0.0026, 0);
Mat dispCoeffs2 = (Mat_<double>(1,5) << -0.0109, -0.0188, -0.0014, -0.0055, 0);
Mat RotMat = (Mat_<double>(3,3) << 0.9998, -0.0023, 0.0221, 0.0022, 1, 0.0031, -0.0221, -0.0031, 0.9998);
Mat TransMat = (Mat_<double>(3,1) << 374.2306, -1.8319, 5.5745);
//Rectify
Mat R1, R2, P1, P2, Q;
stereoRectify(camMat1, dispCoeffs1, camMat2, dispCoeffs2, Size(640,480), RotMat, TransMat, R1, R2, P1, P2, Q, CV_CALIB_ZERO_DISPARITY, 1, Size(640,480));
//Define the mapping to the done
Mat rx1, ry1;
Mat rx2, ry2;
initUndistortRectifyMap(camMat1, dispCoeffs1, R1, P1, Size(640,480), CV_16SC2, rx1, ry1);
initUndistortRectifyMap(camMat2, dispCoeffs2, R2, P2, Size(640,480), CV_16SC2, rx2, ry2);
//SET THE BM STATE VARIABLES BEGIN - DONE GLOBALLY
StereoBM bm;
bm.state->preFilterSize = 31;
bm.state->preFilterCap = 63;
bm.state->SADWindowSize = 9;
bm.state->minDisparity = -128;
//bm.state->disp12MaxDiff = 2;
bm.state->numberOfDisparities = 128;
bm.state->textureThreshold = 50;
bm.state->uniquenessRatio = 15;
bm.state->speckleWindowSize = 100;
bm.state->speckleRange = 16;
//SET THE BM STATE VARIABLES END
VideoCapture cap3 = VideoCapture(0);
VideoCapture cap4 = VideoCapture(1);
//cap3.set(CV_CAP_PROP_FRAME_WIDTH, 320);
//cap3.set(CV_CAP_PROP_FRAME_HEIGHT, 240);
//cap4.set(CV_CAP_PROP_FRAME_WIDTH, 320);
//cap4.set(CV_CAP_PROP_FRAME_HEIGHT, 240);
cap3 >> image1;
cap4 >> image2;
Size imageSize = image1.size();
Mat gray_image1;
Mat gray_image2;
Mat frame1r;
//frame1r.create(image1.size(), CV_8U);
Mat frame2r;
//frame2r.create(image2.size(), CV_8U);
Mat frame1rf;
Mat frame2rf;
//Mat disp(image1.size(), CV_16S);
//Mat vdisp(image1.size(), CV_8U);
Mat disp, vdisp;
//Mat image3d(image1.size(), CV_32FC3);
Mat image3d;
Mat rectified_pair;
rectified_pair.create(imageSize.height, (imageSize.width)*2, CV_8UC3);
//Actually do the mapping -- based on the mapping definition
while(1)
{
bm.state->preFilterSize = 31;
bm.state->preFilterCap = 63;
bm.state->SADWindowSize = 21;
bm.state->minDisparity = -128;
//bm.state->disp12MaxDiff = 2;
bm.state->numberOfDisparities = 64;
bm.state->textureThreshold = 20;
bm.state->uniquenessRatio = 10;
bm.state->speckleWindowSize = 100;
bm.state->speckleRange = 32;
cvtColor(image1, gray_image1, CV_BGR2GRAY);
cvtColor(image2, gray_image2, CV_BGR2GRAY);
remap(gray_image1, frame1r, rx1, ry1, CV_INTER_LINEAR);
remap(gray_image2, frame2r, rx2, ry2, CV_INTER_LINEAR);
bm(frame1r, frame2r, disp);
normalize(disp, vdisp, 0, 255, NORM_MINMAX, CV_8U);
//convertScaleAbs(vdisp, vdisp, 1, 0);
disp.convertTo(vdisp, CV_8U, 255/(64*16.));
show("disparity", vdisp);
//reprojectImageTo3D(disp, image3d, Q, true);
//show("depth map", image3d);
//display image side by side for rectified window
//copy frame1r to the left side
cvtColor(frame1r, frame1rf, CV_GRAY2BGR);
frame1rf.copyTo(rectified_pair(Rect(0,0,imageSize.width, imageSize.height)));
//copy frame2r to the right side
cvtColor(frame2r, frame2rf, CV_GRAY2BGR);
frame2rf.copyTo(rectified_pair(Rect(imageSize.width,0,imageSize.width, imageSize.height)));
for(int i=0; i<imageSize.height; i+=32)
line(rectified_pair, Point(0,i), Point((imageSize.width)*2, i), CV_RGB(0,255,0));
show("rectified", rectified_pair);
cap3 >> image1;
cap4 >> image2;
if(waitKey(15) == 27)
break;
}
return 0;
}