Update FastDeskew.cpp

master
Jack Yu 7 years ago committed by GitHub
parent 18ff32ba07
commit c40f3eea86
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23

@ -1,5 +1,5 @@
// //
// Created by 庾金科 on 02/10/2017. // Created by Jack Yu on 02/10/2017.
// //
@ -51,59 +51,38 @@ namespace pr{
cv::Mat correctPlateImage(cv::Mat skewPlate,float angle,float maxAngle) cv::Mat correctPlateImage(cv::Mat skewPlate,float angle,float maxAngle)
{ {
cv::Mat dst; cv::Mat dst;
cv::Size size_o(skewPlate.cols,skewPlate.rows); cv::Size size_o(skewPlate.cols,skewPlate.rows);
int extend_padding = 0; int extend_padding = 0;
// if(angle<0)
extend_padding = static_cast<int>(skewPlate.rows*tan(cv::abs(angle)/180* 3.14) ); extend_padding = static_cast<int>(skewPlate.rows*tan(cv::abs(angle)/180* 3.14) );
// else
// extend_padding = static_cast<int>(skewPlate.rows/tan(cv::abs(angle)/180* 3.14) );
// std::cout<<"extend:"<<extend_padding<<std::endl;
cv::Size size(skewPlate.cols + extend_padding ,skewPlate.rows); cv::Size size(skewPlate.cols + extend_padding ,skewPlate.rows);
float interval = abs(sin((angle /180) * 3.14)* skewPlate.rows); float interval = abs(sin((angle /180) * 3.14)* skewPlate.rows);
// std::cout<<interval<<std::endl;
cv::Point2f pts1[4] = {cv::Point2f(0,0),cv::Point2f(0,size_o.height),cv::Point2f(size_o.width,0),cv::Point2f(size_o.width,size_o.height)}; cv::Point2f pts1[4] = {cv::Point2f(0,0),cv::Point2f(0,size_o.height),cv::Point2f(size_o.width,0),cv::Point2f(size_o.width,size_o.height)};
if(angle>0) { if(angle>0) {
cv::Point2f pts2[4] = {cv::Point2f(interval, 0), cv::Point2f(0, size_o.height), cv::Point2f pts2[4] = {cv::Point2f(interval, 0), cv::Point2f(0, size_o.height),
cv::Point2f(size_o.width, 0), cv::Point2f(size_o.width - interval, size_o.height)}; cv::Point2f(size_o.width, 0), cv::Point2f(size_o.width - interval, size_o.height)};
cv::Mat M = cv::getPerspectiveTransform(pts1,pts2); cv::Mat M = cv::getPerspectiveTransform(pts1,pts2);
cv::warpPerspective(skewPlate,dst,M,size); cv::warpPerspective(skewPlate,dst,M,size);
} }
else { else {
cv::Point2f pts2[4] = {cv::Point2f(0, 0), cv::Point2f(interval, size_o.height), cv::Point2f(size_o.width-interval, 0), cv::Point2f pts2[4] = {cv::Point2f(0, 0), cv::Point2f(interval, size_o.height), cv::Point2f(size_o.width-interval, 0),
cv::Point2f(size_o.width, size_o.height)}; cv::Point2f(size_o.width, size_o.height)};
cv::Mat M = cv::getPerspectiveTransform(pts1,pts2); cv::Mat M = cv::getPerspectiveTransform(pts1,pts2);
cv::warpPerspective(skewPlate,dst,M,size,cv::INTER_CUBIC); cv::warpPerspective(skewPlate,dst,M,size,cv::INTER_CUBIC);
} }
return dst; return dst;
} }
cv::Mat fastdeskew(cv::Mat skewImage,int blockSize){ cv::Mat fastdeskew(cv::Mat skewImage,int blockSize){
const int FILTER_WINDOWS_SIZE = 5; const int FILTER_WINDOWS_SIZE = 5;
std::vector<float> angle_list(180); std::vector<float> angle_list(180);
memset(angle_list.data(),0,angle_list.size()*sizeof(int)); memset(angle_list.data(),0,angle_list.size()*sizeof(int));
cv::Mat bak; cv::Mat bak;
skewImage.copyTo(bak); skewImage.copyTo(bak);
if(skewImage.channels() == 3) if(skewImage.channels() == 3)
cv::cvtColor(skewImage,skewImage,cv::COLOR_RGB2GRAY); cv::cvtColor(skewImage,skewImage,cv::COLOR_RGB2GRAY);
if(skewImage.channels() == 1) if(skewImage.channels() == 1)
{ {
cv::Mat eigen; cv::Mat eigen;
cv::cornerEigenValsAndVecs(skewImage,eigen,blockSize,5); cv::cornerEigenValsAndVecs(skewImage,eigen,blockSize,5);
for( int j = 0; j < skewImage.rows; j+=blockSize ) for( int j = 0; j < skewImage.rows; j+=blockSize )
{ for( int i = 0; i < skewImage.cols; i+=blockSize ) { for( int i = 0; i < skewImage.cols; i+=blockSize )
@ -112,12 +91,10 @@ namespace pr{
float y2 = eigen.at<cv::Vec6f>(j, i)[5]; float y2 = eigen.at<cv::Vec6f>(j, i)[5];
int angle_cell = angle(x2,y2); int angle_cell = angle(x2,y2);
angle_list[(angle_cell + 180)%180]+=1.0; angle_list[(angle_cell + 180)%180]+=1.0;
} }
} }
} }
std::vector<float> filtered = avgfilter(angle_list,5); std::vector<float> filtered = avgfilter(angle_list,5);
int maxPos = std::max_element(filtered.begin(),filtered.end()) - filtered.begin() + FILTER_WINDOWS_SIZE/2; int maxPos = std::max_element(filtered.begin(),filtered.end()) - filtered.begin() + FILTER_WINDOWS_SIZE/2;
if(maxPos>ANGLE_MAX) if(maxPos>ANGLE_MAX)
maxPos = (-maxPos+90+180)%180; maxPos = (-maxPos+90+180)%180;

Loading…
Cancel
Save