I'm a OpenCV newbie,I want to extract the edge of the raindrop. This is my photo.
I use my own method to extract edges but the effect is not well. This is the edge I got.
I can't get the fuzzy edge of the raindrop. Can you help me ? Thank you.
1 | initial version |
I'm a OpenCV newbie,I want to extract the edge of the raindrop. This is my photo.
I use my own method to extract edges but the effect is not well. This is the edge I got.
I can't get the fuzzy edge of the raindrop. Can you help me ? Thank you.
I'm a OpenCV newbie,I want to extract the edge of the raindrop. This is my photo.
I use my own method to extract edges but the effect is not well. This is the edge I got.
I can't get the fuzzy edge of the raindrop. Can you help me ? Thank you.
I'm a OpenCV newbie,I want to extract the edge of the raindrop. This is my photo.
I use my own method to divide the picture into 8*8 blocks and extract the edges but the effect is not well.
using sobel and canny.Now I can get a rough edge.
This is the edge I got.
I can't get the fuzzy edge of the raindrop.
raindrop.
Paste my code.
//sobel
Mat SobelProcess(Mat src)
{
Mat Output;
Mat grad_x, grad_y, abs_grad_x, abs_grad_y, SobelImage;
Sobel(src, grad_x, CV_16S, 1, 0, CV_SCHARR, 1, 1, BORDER_DEFAULT);
Sobel(src, grad_y, CV_16S, 0, 1, CV_SCHARR, 1, 1, BORDER_DEFAULT);
convertScaleAbs(grad_x, abs_grad_x);
convertScaleAbs(grad_y, abs_grad_y);
addWeighted(abs_grad_x, 0.5, abs_grad_y, 0.5, 0, Output);
//subtract(grad_x, grad_y, SobelImage);
//convertScaleAbs(SobelImage, Output);
return Output;
}
int main()
{
Mat Src;
Src = imread("rain.bmp",0)
imshow("src", Src);
Mat Gauss;
GaussianBlur(Src, Src, Size(5, 5), 0.5);
imshow("Gauss", Src);
//M * N = 8 * 8
int OtsuThresh[M * N];
vector<Mat>tempThresh = ImageSegment(Src);
for (int i = 0; i < M * N; i++)
{
OtsuThresh[i] = Otsu(tempThresh[i]); //get Otsu Threshold
}
vector<Mat>temp;
temp = ImageSegment(Src);//ImageSegment() is a function to divide the picture into 8*8 blocks
for (int i = 0; i < M * N; i++)
{
temp[i] = SobelProcess(temp[i]);
GaussianBlur(temp[i], temp[i], Size(3, 3), 0.5);
Canny(temp[i], temp[i], OtsuThresh[i] / 3, OtsuThresh[i]);
}
Mat Tem;
Tem = ImageMerge(temp);//ImageMerge() is a function to merge the blocks
imshow("Tem", Tem);
}
Then I use watershed.But I can't use it get an ideal result. Can you help me ? Thank you.
I'm a OpenCV newbie,I want to extract the edge of the raindrop. This is my photo.
I divide the picture into 8*8 blocks and extract the edges using sobel and canny.Now I can get a rough edge.
This is the edge I got.
got.
I can't get the fuzzy edge of the raindrop.
Paste my code.
//sobel
Mat SobelProcess(Mat src)
{
Mat Output;
Mat grad_x, grad_y, abs_grad_x, abs_grad_y, SobelImage;
Sobel(src, grad_x, CV_16S, 1, 0, CV_SCHARR, 1, 1, BORDER_DEFAULT);
Sobel(src, grad_y, CV_16S, 0, 1, CV_SCHARR, 1, 1, BORDER_DEFAULT);
convertScaleAbs(grad_x, abs_grad_x);
convertScaleAbs(grad_y, abs_grad_y);
addWeighted(abs_grad_x, 0.5, abs_grad_y, 0.5, 0, Output);
//subtract(grad_x, grad_y, SobelImage);
//convertScaleAbs(SobelImage, Output);
return Output;
}
int main()
{
Mat Src;
Src = imread("rain.bmp",0)
imshow("src", Src);
Mat Gauss;
GaussianBlur(Src, Src, Size(5, 5), 0.5);
imshow("Gauss", Src);
//M * N = 8 * 8
int OtsuThresh[M * N];
vector<Mat>tempThresh = ImageSegment(Src);
for (int i = 0; i < M * N; i++)
{
OtsuThresh[i] = Otsu(tempThresh[i]); //get Otsu Threshold
}
vector<Mat>temp;
temp = ImageSegment(Src);//ImageSegment() is a function to divide the picture into 8*8 blocks
for (int i = 0; i < M * N; i++)
{
temp[i] = SobelProcess(temp[i]);
GaussianBlur(temp[i], temp[i], Size(3, 3), 0.5);
Canny(temp[i], temp[i], OtsuThresh[i] / 3, OtsuThresh[i]);
}
Mat Tem;
Tem = ImageMerge(temp);//ImageMerge() is a function to merge the blocks
imshow("Tem", Tem);
}
Then I use watershed.But I can't use it get an ideal result. Can you help me ? Thank you.
I'm a OpenCV newbie,I want to extract the edge of the raindrop. This is my photo.
I divide the picture into 8*8 blocks and extract the edges using sobel and canny.Now I can get a rough edge. This is the edge I got.
I can't get the fuzzy edge of the raindrop.
Paste my code.
//sobel
Mat SobelProcess(Mat src)
{
Mat Output;
Mat grad_x, grad_y, abs_grad_x, abs_grad_y, SobelImage;
Sobel(src, grad_x, CV_16S, 1, 0, CV_SCHARR, 1, 1, BORDER_DEFAULT);
Sobel(src, grad_y, CV_16S, 0, 1, CV_SCHARR, 1, 1, BORDER_DEFAULT);
convertScaleAbs(grad_x, abs_grad_x);
convertScaleAbs(grad_y, abs_grad_y);
addWeighted(abs_grad_x, 0.5, abs_grad_y, 0.5, 0, Output);
//subtract(grad_x, grad_y, SobelImage);
//convertScaleAbs(SobelImage, Output);
return Output;
}
int main()
{
Mat Src;
Src = imread("rain.bmp",0)
imshow("src", Src);
Mat Gauss;
GaussianBlur(Src, Src, Size(5, 5), 0.5);
imshow("Gauss", Src);
//M * N = 8 * 8
int OtsuThresh[M * N];
vector<Mat>tempThresh = ImageSegment(Src);
for (int i = 0; i < M * N; i++)
{
OtsuThresh[i] = Otsu(tempThresh[i]); //get Otsu Threshold
}
vector<Mat>temp;
temp = ImageSegment(Src);//ImageSegment() is a function to divide the picture into 8*8 blocks
for (int i = 0; i < M * N; i++)
{
temp[i] = SobelProcess(temp[i]);
GaussianBlur(temp[i], temp[i], Size(3, 3), 0.5);
Canny(temp[i], temp[i], OtsuThresh[i] / 3, OtsuThresh[i]);
}
Mat Tem;
Tem = ImageMerge(temp);//ImageMerge() is a function to merge the blocks
imshow("Tem", Tem);
}
Then I use watershed.But I can't use it get an ideal result. Can you help me ? Thank you.
I'm a OpenCV newbie,I I want to extract the edge of the raindrop.
This is my photo.
I divide the picture into 8*8 blocks and extract the edges using sobel and canny.Now I can get a rough edge. This is the edge I got.
I can't get the fuzzy edge of the raindrop.
Paste my code.
//sobel
Mat SobelProcess(Mat src)
{
Mat Output;
Mat grad_x, grad_y, abs_grad_x, abs_grad_y, SobelImage;
Sobel(src, grad_x, CV_16S, 1, 0, CV_SCHARR, 1, 1, BORDER_DEFAULT);
Sobel(src, grad_y, CV_16S, 0, 1, CV_SCHARR, 1, 1, BORDER_DEFAULT);
convertScaleAbs(grad_x, abs_grad_x);
convertScaleAbs(grad_y, abs_grad_y);
addWeighted(abs_grad_x, 0.5, abs_grad_y, 0.5, 0, Output);
//subtract(grad_x, grad_y, SobelImage);
//convertScaleAbs(SobelImage, Output);
return Output;
}
int main()
{
Mat Src;
Src = imread("rain.bmp",0)
imshow("src", Src);
Mat Gauss;
GaussianBlur(Src, Src, Size(5, 5), 0.5);
imshow("Gauss", Src);
//M * N = 8 * 8
int OtsuThresh[M * N];
vector<Mat>tempThresh = ImageSegment(Src);
for (int i = 0; i < M * N; i++)
{
OtsuThresh[i] = Otsu(tempThresh[i]); //get Otsu Threshold
}
vector<Mat>temp;
temp = ImageSegment(Src);//ImageSegment() is a function to divide the picture into 8*8 blocks
for (int i = 0; i < M * N; i++)
{
temp[i] = SobelProcess(temp[i]);
GaussianBlur(temp[i], temp[i], Size(3, 3), 0.5);
Canny(temp[i], temp[i], OtsuThresh[i] / 3, OtsuThresh[i]);
}
Mat Tem;
Tem = ImageMerge(temp);//ImageMerge() is a function to merge the blocks
imshow("Tem", Tem);
}
Then I use watershed.But I can't use it get an ideal result. Can you help me ? Thank you.