[ADD] added handy files

This commit is contained in:
Jasper
2021-05-21 11:52:47 +02:00
parent ab3b0c296a
commit e39cb1a761
12 changed files with 662 additions and 2 deletions

View File

@@ -0,0 +1,103 @@
#include "SkinDetector.h"
#include"opencv2\opencv.hpp"
/*
Author: Pierfrancesco Soffritti https://github.com/PierfrancescoSoffritti
*/
SkinDetector::SkinDetector(void) {
hLowThreshold = 0;
hHighThreshold = 0;
sLowThreshold = 0;
sHighThreshold = 0;
vLowThreshold = 0;
vHighThreshold = 0;
calibrated = false;
skinColorSamplerRectangle1, skinColorSamplerRectangle2;
}
void SkinDetector::drawSkinColorSampler(Mat input) {
int frameWidth = input.size().width, frameHeight = input.size().height;
int rectangleSize = 20;
Scalar rectangleColor = Scalar(255, 0, 255);
skinColorSamplerRectangle1 = Rect(frameWidth / 5, frameHeight / 2, rectangleSize, rectangleSize);
skinColorSamplerRectangle2 = Rect(frameWidth / 5, frameHeight / 3, rectangleSize, rectangleSize);
rectangle(
input,
skinColorSamplerRectangle1,
rectangleColor
);
rectangle(
input,
skinColorSamplerRectangle2,
rectangleColor
);
}
void SkinDetector::calibrate(Mat input) {
Mat hsvInput;
cvtColor(input, hsvInput, CV_BGR2HSV);
Mat sample1 = Mat(hsvInput, skinColorSamplerRectangle1);
Mat sample2 = Mat(hsvInput, skinColorSamplerRectangle2);
calculateThresholds(sample1, sample2);
calibrated = true;
}
void SkinDetector::calculateThresholds(Mat sample1, Mat sample2) {
int offsetLowThreshold = 80;
int offsetHighThreshold = 30;
Scalar hsvMeansSample1 = mean(sample1);
Scalar hsvMeansSample2 = mean(sample2);
hLowThreshold = min(hsvMeansSample1[0], hsvMeansSample2[0]) - offsetLowThreshold;
hHighThreshold = max(hsvMeansSample1[0], hsvMeansSample2[0]) + offsetHighThreshold;
sLowThreshold = min(hsvMeansSample1[1], hsvMeansSample2[1]) - offsetLowThreshold;
sHighThreshold = max(hsvMeansSample1[1], hsvMeansSample2[1]) + offsetHighThreshold;
// the V channel shouldn't be used. By ignorint it, shadows on the hand wouldn't interfire with segmentation.
// Unfortunately there's a bug somewhere and not using the V channel causes some problem. This shouldn't be too hard to fix.
vLowThreshold = min(hsvMeansSample1[2], hsvMeansSample2[2]) - offsetLowThreshold;
vHighThreshold = max(hsvMeansSample1[2], hsvMeansSample2[2]) + offsetHighThreshold;
//vLowThreshold = 0;
//vHighThreshold = 255;
}
Mat SkinDetector::getSkinMask(Mat input) {
Mat skinMask;
if (!calibrated) {
skinMask = Mat::zeros(input.size(), CV_8UC1);
return skinMask;
}
Mat hsvInput;
cvtColor(input, hsvInput, CV_BGR2HSV);
inRange(
hsvInput,
Scalar(hLowThreshold, sLowThreshold, vLowThreshold),
Scalar(hHighThreshold, sHighThreshold, vHighThreshold),
skinMask);
performOpening(skinMask, MORPH_ELLIPSE, { 3, 3 });
dilate(skinMask, skinMask, Mat(), Point(-1, -1), 3);
return skinMask;
}
void SkinDetector::performOpening(Mat binaryImage, int kernelShape, Point kernelSize) {
Mat structuringElement = getStructuringElement(kernelShape, kernelSize);
morphologyEx(binaryImage, binaryImage, MORPH_OPEN, structuringElement);
}