diff options
Diffstat (limited to 'ftnoir_tracker_pt/xxx_point_extractor.cpp')
-rw-r--r-- | ftnoir_tracker_pt/xxx_point_extractor.cpp | 97 |
1 files changed, 97 insertions, 0 deletions
diff --git a/ftnoir_tracker_pt/xxx_point_extractor.cpp b/ftnoir_tracker_pt/xxx_point_extractor.cpp new file mode 100644 index 00000000..4aa1a658 --- /dev/null +++ b/ftnoir_tracker_pt/xxx_point_extractor.cpp @@ -0,0 +1,97 @@ +/* Copyright (c) 2012 Patrick Ruoff
+ *
+ * Permission to use, copy, modify, and/or distribute this software for any
+ * purpose with or without fee is hereby granted, provided that the above
+ * copyright notice and this permission notice appear in all copies.
+ */
+
+#include "point_extractor.h"
+#include <QDebug>
+
+using namespace cv;
+using namespace std;
+
+// ----------------------------------------------------------------------------
+const vector<Vec2f>& PointExtractor::extract_points(Mat frame, float dt, bool draw_output)
+{
+ /*
+ // sensitivity test for tracker
+ static int n = 0;
+ if (points.size() == 3)
+ {
+ for (int i=0; i<3; ++i)
+ {
+ points[i][0] -= 1e-4*sin(n/100.0);
+ points[i][1] -= 1e-4*cos(n/100.0);
+ }
+ ++n;
+ return points;
+ }
+ */
+
+ // convert to grayscale
+ Mat frame_bw;
+ cvtColor(frame, frame_bw, CV_RGB2GRAY);
+
+ // convert to binary
+ threshold(frame_bw, frame_bw, threshold_val, 255, THRESH_BINARY);
+ //erode(frame_bw, frame_bw, Mat(), Point(-1,-1), min_size); //destroys information -> bad for subpixel accurarcy
+
+ // find connected components...
+ // extract blobs with floodfill
+ struct BlobInfo
+ {
+ BlobInfo() : m00(0), m10(0), m01(0) {}
+ long m00;
+ long m10;
+ long m01;
+ };
+ vector<BlobInfo> blobs;
+ int blob_count = 1;
+
+ for (int y=0; y < frame_bw.rows; y++) {
+ for (int x=0; x < frame_bw.cols; x++) {
+ if (frame_bw.at<unsigned char>(y,x) != 255) continue;
+ Rect rect;
+ floodFill(frame_bw, Point(x,y), Scalar(blob_count), &rect, Scalar(0), Scalar(0), 4);
+ BlobInfo blob;
+ for (int i=rect.y; i < (rect.y+rect.height); i++) {
+ for (int j=rect.x; j < (rect.x+rect.width); j++) {
+ if (frame_bw.at<unsigned char>(i,j) != blob_count) continue;
+ blob.m00++;
+ blob.m01+=i;
+ blob.m10+=j;
+ }
+ }
+ blobs.push_back(blob);
+ blob_count++;
+ if (blob_count >= 255) break;
+ }
+ if (blob_count >= 255) break;
+ }
+
+ // extract points
+ Vec2f c;
+ points.clear();
+ float m00_min = 3.14*min_size*min_size;
+ float m00_max = 3.14*max_size*max_size;
+ for (vector<BlobInfo>::iterator iter = blobs.begin();
+ iter!= blobs.end();
+ ++iter)
+ {
+ const BlobInfo& m = *iter;
+ if (m.m00 < m00_min || m.m00 > m00_max) continue;
+ // convert to centered camera coordinate system with y axis upwards
+ c[0] = (m.m10/float(m.m00) - frame.cols/2)/frame.cols;
+ c[1] = -(m.m01/float(m.m00) - frame.rows/2)/frame.cols;
+ points.push_back(c);
+ }
+
+ // draw output image
+ if (draw_output)
+ {
+ frame.setTo(Scalar(255,0,0), frame_bw);
+ }
+
+ return points;
+}
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