001/** 002 * Copyright (c) 2011, The University of Southampton and the individual contributors. 003 * All rights reserved. 004 * 005 * Redistribution and use in source and binary forms, with or without modification, 006 * are permitted provided that the following conditions are met: 007 * 008 * * Redistributions of source code must retain the above copyright notice, 009 * this list of conditions and the following disclaimer. 010 * 011 * * Redistributions in binary form must reproduce the above copyright notice, 012 * this list of conditions and the following disclaimer in the documentation 013 * and/or other materials provided with the distribution. 014 * 015 * * Neither the name of the University of Southampton nor the names of its 016 * contributors may be used to endorse or promote products derived from this 017 * software without specific prior written permission. 018 * 019 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND 020 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED 021 * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE 022 * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR 023 * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES 024 * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; 025 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON 026 * ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT 027 * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 028 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 029 */ 030package org.openimaj.image.feature.local.interest; 031 032import java.util.ArrayList; 033import java.util.List; 034 035import org.openimaj.image.FImage; 036import org.openimaj.image.Image; 037import org.openimaj.image.feature.local.keypoints.InterestPointKeypoint; 038import org.openimaj.image.processor.SinglebandImageProcessor; 039import org.openimaj.image.renderer.ImageRenderer; 040import org.openimaj.math.geometry.shape.Ellipse; 041 042/** 043 * Visualise the interest points extracted using an {@link InterestPointDetector}. Allows for points and areas of interest to be drawn 044 * @author Sina Samangooei (ss@ecs.soton.ac.uk) 045 * 046 * @param <T> 047 * @param <Q> 048 */ 049public class InterestPointVisualiser <T, Q extends Image<T,Q> & SinglebandImageProcessor.Processable<Float,FImage,Q>> { 050 Q image; 051 List<Ellipse> interestPoints; 052 053 /** 054 * Image from which interest points were extract and the extracted points. 055 * @param image source image 056 * @param keys extracted interest points 057 */ 058 public InterestPointVisualiser(Q image, List<Ellipse> keys) { 059 this.image = image; 060 this.interestPoints = keys; 061 } 062 063 /** 064 * Extract ellipses from second moment matricies of interest point keypoints 065 * @param <T> Image pixel type 066 * @param <Q> Image type 067 * @param image the image to visualise with 068 * @param keys the list of interest points 069 * @return a prepared visualiser 070 */ 071 public static <T, Q extends Image<T,Q> & SinglebandImageProcessor.Processable<Float,FImage,Q>>InterestPointVisualiser<T,Q> visualiseKeypoints(Q image, List<? extends InterestPointKeypoint<? extends InterestPointData>> keys){ 072 List<Ellipse> interestPoints = new ArrayList<Ellipse>(); 073 for(InterestPointKeypoint<? extends InterestPointData> k : keys){ 074 interestPoints.add(k.location.getEllipse()); 075 } 076 return new InterestPointVisualiser<T,Q>(image,interestPoints); 077 } 078 079 /** 080 * Extract ellipses from second moment matricies of interest point keypoints 081 * @param <T> Image pixel type 082 * @param <Q> Image type 083 * @param image the image to visualise with 084 * @param keys the list of interest points 085 * @return a prepared visualiser 086 */ 087 public static <T, Q extends Image<T,Q> & SinglebandImageProcessor.Processable<Float,FImage,Q>>InterestPointVisualiser<T,Q> visualiseInterestPoints(Q image, List<? extends InterestPointData> keys){ 088 List<Ellipse> interestPoints = new ArrayList<Ellipse>(); 089 for(InterestPointData k : keys){ 090 interestPoints.add(k.getEllipse()); 091 } 092 return new InterestPointVisualiser<T,Q>(image,interestPoints); 093 } 094 095 /** 096 * Extract ellipses from second moment matricies of interest point keypoints 097 * @param <T> Image pixel type 098 * @param <Q> Image type 099 * @param image the image to visualise with 100 * @param keys the list of interest points 101 * @param scale scale axis 102 * @return a prepared visualiser 103 */ 104 public static <T, Q extends Image<T,Q> & SinglebandImageProcessor.Processable<Float,FImage,Q>>InterestPointVisualiser<T,Q> visualiseInterestPoints(Q image, List<? extends InterestPointData> keys, double scale){ 105 List<Ellipse> interestPoints = new ArrayList<Ellipse>(); 106 for(InterestPointData k : keys){ 107 interestPoints.add(k.getEllipse()); 108 } 109 return new InterestPointVisualiser<T,Q>(image,interestPoints); 110 } 111 112 /** 113 * Draw the interest points, a central dot for in the pointCol and a bordered area of interest by borderCol. 114 * If either is null it is not drawn. 115 * 116 * @param pointCol 117 * @param borderCol 118 * @return image with patches drawn 119 */ 120 public Q drawPatches(T pointCol, T borderCol) { 121 Q output = image.clone(); 122 ImageRenderer<T, Q> renderer = output.createRenderer(); 123 124 for (Ellipse k : interestPoints) { 125 if(pointCol!=null){ 126 renderer.drawPoint(k.calculateCentroid(), pointCol, 3); 127 } 128 if (borderCol != null) { 129 renderer.drawShape(k,borderCol); 130 } 131 } 132 133 return output; 134 } 135 136 public Q drawCenter(T col) { 137 Q output = image.clone(); 138 ImageRenderer<T, Q> renderer = output.createRenderer(); 139 140 for(Ellipse e : interestPoints){ 141 renderer.drawPoint(e.calculateCentroid(), col,2); 142 } 143 return output; 144 } 145}