/* * Copyright (C) 2013 Dr. John Lindsay <jlindsay@uoguelph.ca> * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. */ package jopensurf; import java.util.List; import java.util.concurrent.Callable; /** * * @author johnlindsay */ public class InterestPointMatcher implements Callable<InterestPointPair> { private SURFInterestPoint mPoint; private List<SURFInterestPoint> mPoints; private List<SURFInterestPoint> mComparisonPoints; private double mMatchThreshold; public InterestPointMatcher(int pointNum, List<SURFInterestPoint> points, List<SURFInterestPoint> comparisonPoints, double matchThreshold) { mPoint = points.get(pointNum); mPoints = points; mComparisonPoints = comparisonPoints; mMatchThreshold = matchThreshold; } @Override public InterestPointPair call() throws Exception { try { double smallestDistance = Float.MAX_VALUE; double nextSmallestDistance = Float.MAX_VALUE; SURFInterestPoint possibleMatch = null; int lap = mPoint.getLaplacian(); for (SURFInterestPoint b : mComparisonPoints) { if (b.getLaplacian() == lap) { double distance = mPoint.getDistance(b); if (distance < smallestDistance) { nextSmallestDistance = smallestDistance; smallestDistance = distance; possibleMatch = b; } else if (distance < nextSmallestDistance) { nextSmallestDistance = distance; } } } // If match has a d1:d2 ratio < mMatchThreshold points are a match if (smallestDistance / nextSmallestDistance <= mMatchThreshold) { // is it symmetrical? double smallestDistanceSymm = Float.MAX_VALUE; SURFInterestPoint possibleMatchSymm = null; for (SURFInterestPoint b : mPoints) { if (b.getLaplacian() == lap) { double distance = possibleMatch.getDistance(b); if (distance < smallestDistanceSymm) { smallestDistanceSymm = distance; possibleMatchSymm = b; } } } if (possibleMatchSymm.isEquivalentTo(mPoint)) { // you have a point with a unambiguously matched point in the // other image for which the nearest point in the first image // is the point of interest. return new InterestPointPair(mPoint, possibleMatch, smallestDistance); } } return null; } catch (Exception e) { return null; } } }