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@ -1,5 +1,6 @@ |
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package org.opencv.test.features2d; |
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import java.util.Arrays; |
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import java.util.Collections; |
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import java.util.Comparator; |
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import java.util.LinkedList; |
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@ -13,7 +14,6 @@ import org.opencv.core.Scalar; |
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import org.opencv.features2d.KeyPoint; |
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import org.opencv.features2d.SURF; |
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import org.opencv.test.OpenCVTestCase; |
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import org.opencv.test.OpenCVTestRunner; |
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public class SURFTest extends OpenCVTestCase { |
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@ -71,22 +71,27 @@ public class SURFTest extends OpenCVTestCase { |
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assertEquals(128, surf.descriptorSize()); |
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} |
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public void testDetectMatMatListOfKeyPoint() { |
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public void testDetectMatMatListOfKeyPoint_noPointsDetected() { |
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SURF surf = new SURF(8000); |
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List<KeyPoint> keypoints = new LinkedList<KeyPoint>(); |
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Mat gray0 = new Mat(matSize, matSize, CvType.CV_8U, new Scalar(255)); |
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surf.detect(gray0, new Mat(), keypoints); |
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assertEquals(0, keypoints.size()); |
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} |
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public void testDetectMatMatListOfKeyPoint() { |
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SURF surf = new SURF(8000); |
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List<KeyPoint> keypoints = new LinkedList<KeyPoint>(); |
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Mat cross = getCross(); |
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surf.detect(cross, new Mat(), keypoints); |
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assertEquals(truth.length, keypoints.size()); |
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order(keypoints); |
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for (int i = 0; i < truth.length; i++) |
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assertKeyPointEqual(truth[i], (KeyPoint) keypoints.get(i), EPS); |
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assertKeyPointEqual(truth[i], keypoints.get(i), EPS); |
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// for(KeyPoint kp : keypoints)
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// OpenCVTestRunner.Log(kp.toString());
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@ -96,117 +101,37 @@ public class SURFTest extends OpenCVTestCase { |
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SURF surf = new SURF(8000); |
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List<KeyPoint> keypoints = new LinkedList<KeyPoint>(); |
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List<Float> descriptors = new LinkedList<Float>(); |
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Mat cross = getCross(); |
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surf.detect(cross, new Mat(), keypoints, descriptors); |
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assertEquals(truth.length, keypoints.size()); |
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assertEquals(truth.length * surf.descriptorSize(), descriptors.size()); |
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order(keypoints); |
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for (int i = 0; i < truth.length; i++) |
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assertKeyPointEqual(truth[i], (KeyPoint) keypoints.get(i), EPS); |
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float[] _truth = new float[] { 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.09548335f, 0.01814415f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.101962745f, 0.009914574f, |
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0.57075155f, 0.047922116f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.0f, 0.0f, 0.0029440068f, -0.011540107f, 0.01814415f, |
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0.09548335f, 0.08538555f, -0.054076977f, 0.34105155f, |
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0.47911066f, 0.02339545f, -0.11012388f, 0.08819653f, |
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0.50863767f, 0.003179069f, -0.019882837f, 0.008947697f, |
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0.054817006f, -0.0033560959f, -0.0011770058f, 0.0033560959f, |
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0.0011770058f, 0.019882834f, 0.0031790687f, 0.054817006f, |
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0.008947698f, 0.0f, 0.0f, 0.0f, 0.0f, -0.0011770058f, |
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0.0033560959f, 0.0011770058f, 0.0033560959f, 0.0f, 0.0f, 0.0f, |
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0.0f, 0.011540107f, 0.0029440077f, 0.09548335f, 0.01814415f, |
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.0f, 0.0f, 0.101962745f, 0.009914574f, 0.57075155f, |
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0.047922116f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.0029440068f, -0.011540107f, 0.01814415f, 0.09548335f, |
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0.08538555f, -0.054076977f, 0.34105155f, 0.47911066f, |
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0.02339545f, -0.11012388f, 0.08819653f, 0.50863767f, |
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0.003179069f, -0.019882837f, 0.008947697f, 0.054817006f, |
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-0.0033560959f, -0.0011770058f, 0.0033560959f, 0.0011770058f, |
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0.019882834f, 0.0031790687f, 0.054817006f, 0.008947698f, 0.0f, |
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0.0f, 0.0f, 0.0f, -0.0011770058f, 0.0033560959f, 0.0011770058f, |
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0.0033560959f, 0.0f, 0.0f, 0.0f, 0.0f, 0.011540107f, |
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0.0029440077f, 0.09548335f, 0.01814415f, 0.0f, 0.0f, 0.0f, |
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.101962745f, 0.009914574f, 0.57075155f, 0.047922116f, 0.0f, |
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0029440068f, |
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-0.011540107f, 0.01814415f, 0.09548335f, 0.08538555f, |
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-0.054076977f, 0.34105155f, 0.47911066f, 0.02339545f, |
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-0.11012388f, 0.08819653f, 0.50863767f, 0.003179069f, |
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-0.019882837f, 0.008947697f, 0.054817006f, -0.0033560959f, |
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-0.0011770058f, 0.0033560959f, 0.0011770058f, 0.019882834f, |
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0.0031790687f, 0.054817006f, 0.008947698f, 0.0f, 0.0f, 0.0f, |
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0.0f, -0.0011770058f, 0.0033560959f, 0.0011770058f, |
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0.0033560959f, 0.0f, 0.0f, 0.0f, 0.0f, 0.011540107f, |
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0.0029440077f, 0.09548335f, 0.01814415f, 0.0f, 0.0f, 0.0f, |
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, |
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0.101962745f, 0.009914574f, 0.57075155f, 0.047922116f, 0.0f, |
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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0029440068f, |
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-0.011540107f, 0.01814415f, 0.09548335f, 0.08538555f, |
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-0.054076977f, 0.34105155f, 0.47911066f, 0.02339545f, |
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-0.11012388f, 0.08819653f, 0.50863767f, 0.003179069f, |
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-0.019882837f, 0.008947697f, 0.054817006f, -0.0033560959f, |
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-0.0011770058f, 0.0033560959f, 0.0011770058f, 0.019882834f, |
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0.0031790687f, 0.054817006f, 0.008947698f, 0.0f, 0.0f, 0.0f, |
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0.0f, -0.0011770058f, 0.0033560959f, 0.0011770058f, |
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0.0033560959f }; |
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for (int i = 0; i < descriptors.size(); i++) |
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assertTrue(Math.abs(_truth[i] - (float)descriptors.get(i)) < EPS); |
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for (KeyPoint kp : keypoints) |
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OpenCVTestRunner.Log(kp.toString()); |
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OpenCVTestRunner.Log("desc - " + descriptors.size()); |
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String q = ""; |
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for (Float d : descriptors) { |
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if (Math.abs(d) < EPS) |
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d = 0f; |
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q += ", " + d + "f"; |
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} |
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q = q.substring(2); |
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OpenCVTestRunner.Log("[" + q + "]"); |
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} |
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public void testDetectMatMatListOfKeyPointListOfFloatBoolean() { |
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fail("Not yet implemented"); |
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SURF surf = new SURF(8000); |
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List<KeyPoint> keypoints = new LinkedList<KeyPoint>(); |
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List<KeyPoint> original_keypoints = Arrays.asList(truth); |
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List<KeyPoint> keypoints = new LinkedList<KeyPoint>(original_keypoints); |
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List<Float> descriptors = new LinkedList<Float>(); |
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keypoints.add(truth[0]); |
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//keypoints.add(truth[1]);
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//keypoints.add(truth[2]);
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//keypoints.add(truth[3]);
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//assertEquals(1, keypoints.size());
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Mat cross = getCross(); |
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surf.detect(cross, new Mat(), keypoints, descriptors, true); |
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assertEquals(1, keypoints.size()); |
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assertEquals(surf.descriptorSize(), descriptors.size()); |
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for (KeyPoint kp : keypoints) |
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OpenCVTestRunner.Log(kp.toString()); |
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Mat gray255 = new Mat(matSize, matSize, CvType.CV_8U, new Scalar(255)); |
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OpenCVTestRunner.Log("desc - " + descriptors.size()); |
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surf.detect(gray255, new Mat(), keypoints, descriptors, true); |
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String q = ""; |
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for (Float d : descriptors) { |
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if (Math.abs(d) < EPS) |
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d = 0f; |
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q += ", " + d + "f"; |
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} |
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q = q.substring(2); |
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// unmodified keypoints
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assertEquals(original_keypoints.size(), keypoints.size()); |
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for (int i = 0; i < keypoints.size(); i++) |
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assertKeyPointEqual(original_keypoints.get(i), keypoints.get(i), |
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EPS); |
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OpenCVTestRunner.Log("[" + q + "]"); |
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// zero descriptors
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assertEquals(surf.descriptorSize() * original_keypoints.size(), |
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descriptors.size()); |
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for (float d : descriptors) |
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assertTrue(Math.abs(d) < EPS); |
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} |
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public void testSURF() { |
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