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mirror of https://github.com/opencv/opencv.git synced 2026-07-29 23:33:05 +04:00
This commit is contained in:
Maria Dimashova
2011-05-05 10:10:46 +00:00
parent 71d14386e4
commit 66c116ec6a
4 changed files with 91 additions and 41 deletions
+60 -9
View File
@@ -2194,16 +2194,49 @@ static void removeDuplicatedKeypoints(vector<KeyPoint>& keypoints)
keypoints.resize(j);
}
// detectors
void SIFT::operator()(const Mat& img, const Mat& mask,
void SIFT::operator()(const Mat& image, const Mat& mask,
vector<KeyPoint>& keypoints) const
{
if( img.empty() || img.type() != CV_8UC1 )
CV_Error( CV_StsBadArg, "img is empty or has incorrect type" );
if( image.empty() || image.type() != CV_8UC1 )
CV_Error( CV_StsBadArg, "image is empty or has incorrect type (!=CV_8UC1)" );
if( !mask.empty() && mask.type() != CV_8UC1 )
CV_Error( CV_StsBadArg, "mask has incorrect type (!=CV_8UC1)" );
Mat subImage, subMask;
Rect brect( 0, 0, image.cols, image.rows );
if( mask.empty() )
{
subImage = image;
}
else
{
vector<Point> points;
points.reserve( image.rows * image.cols );
for( int y = 0; y < mask.rows; y++ )
{
for( int x = 0; x < mask.cols; x++ )
{
if( mask.at<uchar>(y,x) )
points.push_back( cv::Point(x,y) );
}
}
brect = cv::boundingRect( points );
if( brect.x == 0 && brect.y == 0 && brect.width == mask.cols && brect.height == mask.rows )
{
subImage = image;
}
else
{
subImage = image( brect );
subMask = mask( brect );
}
}
Mat fimg;
img.convertTo(fimg, CV_32FC1, 1.0/255.0);
subImage.convertTo( fimg, CV_32FC1, 1.0/255.0 );
const double sigman = .5 ;
const double sigma0 = 1.6 * powf(2.0f, 1.0f / commParams.nOctaveLayers) ;
@@ -2225,7 +2258,20 @@ void SIFT::operator()(const Mat& img, const Mat& mask,
keypoints.push_back( vlKeypointToOcv(vlsift, *iter, angleVal*a_180divPI) );
}
}
removeDuplicatedKeypoints(keypoints);
if( !subMask.empty() )
{
// filter points by subMask and convert the points coordinates from subImage size to image size
KeyPointsFilter::runByPixelsMask( keypoints, subMask );
int dx = brect.x, dy = brect.y;
for( vector<KeyPoint>::iterator it = keypoints.begin(); it != keypoints.end(); ++it )
{
it->pt.x += dx;
it->pt.y += dy;
}
}
}
struct InvalidKeypoint
@@ -2234,16 +2280,16 @@ struct InvalidKeypoint
};
// descriptors
void SIFT::operator()(const Mat& img, const Mat& mask,
void SIFT::operator()(const Mat& image, const Mat& mask,
vector<KeyPoint>& keypoints,
Mat& descriptors,
bool useProvidedKeypoints) const
{
if( img.empty() || img.type() != CV_8UC1 )
if( image.empty() || image.type() != CV_8UC1 )
CV_Error( CV_StsBadArg, "img is empty or has incorrect type" );
Mat fimg;
img.convertTo(fimg, CV_32FC1, 1.0/255.0);
image.convertTo(fimg, CV_32FC1, 1.0/255.0);
const double sigman = .5 ;
const double sigma0 = 1.6 * powf(2.0f, 1.0f / commParams.nOctaveLayers) ;
@@ -2251,7 +2297,12 @@ void SIFT::operator()(const Mat& img, const Mat& mask,
const double a_PIdiv180 = CV_PI/180.;
if( !useProvidedKeypoints )
(*this)(img, mask, keypoints);
(*this)(image, mask, keypoints);
else
{
// filter keypoints by mask
KeyPointsFilter::runByPixelsMask( keypoints, mask );
}
VL::Sift vlsift((float*)fimg.data, fimg.cols, fimg.rows,
sigman, sigma0, commParams.nOctaves, commParams.nOctaveLayers,