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PreProcessor.cpp 4.67 KB
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Andrews Sobral 提交于 2017-03-18 18:40 . BGSLibrary 2.0.0
/*
This file is part of BGSLibrary.
BGSLibrary is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
BGSLibrary is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with BGSLibrary. If not, see <http://www.gnu.org/licenses/>.
*/
#include "PreProcessor.h"
namespace bgslibrary
{
PreProcessor::PreProcessor() : firstTime(true), equalizeHist(false), gaussianBlur(false)
{
std::cout << "PreProcessor()" << std::endl;
}
PreProcessor::~PreProcessor()
{
std::cout << "~PreProcessor()" << std::endl;
}
void PreProcessor::setEqualizeHist(bool value)
{
equalizeHist = value;
}
void PreProcessor::setGaussianBlur(bool value)
{
gaussianBlur = value;
}
cv::Mat PreProcessor::getGrayScale()
{
return img_gray.clone();
}
void PreProcessor::process(const cv::Mat &img_input, cv::Mat &img_output)
{
if (img_input.empty())
return;
loadConfig();
if (firstTime)
saveConfig();
img_input.copyTo(img_output);
// Converts image from one color space to another
// http://opencv.willowgarage.com/documentation/cpp/miscellaneous_image_transformations.html#cv-cvtcolor
cv::cvtColor(img_input, img_gray, CV_BGR2GRAY);
//img_gray.copyTo(img_output);
// Equalizes the histogram of a grayscale image
// http://opencv.willowgarage.com/documentation/cpp/histograms.html#cv-equalizehist
if (equalizeHist)
cv::equalizeHist(img_output, img_output);
// Smoothes image using a Gaussian filter
// http://opencv.willowgarage.com/documentation/cpp/imgproc_image_filtering.html#GaussianBlur
if (gaussianBlur)
cv::GaussianBlur(img_output, img_output, cv::Size(7, 7), 1.5);
if (enableShow)
cv::imshow("Pre Processor", img_output);
firstTime = false;
}
void PreProcessor::rotate(const cv::Mat &img_input, cv::Mat &img_output, float angle)
{
IplImage* image = new IplImage(img_input);
//IplImage *rotatedImage = cvCreateImage(cvSize(480,320), IPL_DEPTH_8U, image->nChannels);
//IplImage *rotatedImage = cvCreateImage(cvSize(image->width,image->height), IPL_DEPTH_8U, image->nChannels);
IplImage* rotatedImage = cvCreateImage(cvSize(image->height, image->width), IPL_DEPTH_8U, image->nChannels);
CvPoint2D32f center;
//center.x = 160;
//center.y = 160;
center.x = (image->height / 2);
center.y = (image->width / 2);
CvMat* mapMatrix = cvCreateMat(2, 3, CV_32FC1);
cv2DRotationMatrix(center, angle, 1.0, mapMatrix);
cvWarpAffine(image, rotatedImage, mapMatrix, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS, cvScalarAll(0));
cv::Mat img_rot = cv::cvarrToMat(rotatedImage);
img_rot.copyTo(img_output);
cvReleaseImage(&image);
cvReleaseImage(&rotatedImage);
cvReleaseMat(&mapMatrix);
}
void PreProcessor::applyCanny(const cv::Mat &img_input, cv::Mat &img_output)
{
if (img_input.empty())
return;
//------------------------------------------------------------------
// Canny
// Finds edges in an image using Canny algorithm.
// http://opencv.willowgarage.com/documentation/cpp/imgproc_feature_detection.html#cv-canny
//------------------------------------------------------------------
cv::Mat img_canny;
cv::Canny(
img_input, // image Single-channel 8-bit input image
img_canny, // edges The output edge map. It will have the same size and the same type as image
100, // threshold1 The first threshold for the hysteresis procedure
200); // threshold2 The second threshold for the hysteresis procedure
cv::threshold(img_canny, img_canny, 128, 255, cv::THRESH_BINARY_INV);
img_canny.copyTo(img_output);
}
void PreProcessor::saveConfig()
{
CvFileStorage* fs = cvOpenFileStorage("./config/PreProcessor.xml", 0, CV_STORAGE_WRITE);
cvWriteInt(fs, "equalizeHist", equalizeHist);
cvWriteInt(fs, "gaussianBlur", gaussianBlur);
cvWriteInt(fs, "enableShow", enableShow);
cvReleaseFileStorage(&fs);
}
void PreProcessor::loadConfig()
{
CvFileStorage* fs = cvOpenFileStorage("./config/PreProcessor.xml", 0, CV_STORAGE_READ);
equalizeHist = cvReadIntByName(fs, 0, "equalizeHist", false);
gaussianBlur = cvReadIntByName(fs, 0, "gaussianBlur", false);
enableShow = cvReadIntByName(fs, 0, "enableShow", true);
cvReleaseFileStorage(&fs);
}
}
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