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.workinprogress.accel; 031 032import java.io.File; 033import java.io.IOException; 034import java.util.HashMap; 035import java.util.Map; 036import java.util.Map.Entry; 037 038import org.openimaj.image.DisplayUtilities; 039import org.openimaj.image.FImage; 040import org.openimaj.image.ImageUtilities; 041import org.openimaj.math.geometry.point.Point2d; 042import org.openimaj.math.geometry.point.Point2dImpl; 043import org.openimaj.video.ArrayBackedVideo; 044import org.openimaj.video.processing.motion.GridMotionEstimator; 045import org.openimaj.video.processing.motion.MotionEstimator; 046import org.openimaj.video.processing.motion.MotionEstimatorAlgorithm; 047 048public class Accel { 049 public static void main(String[] args) throws IOException, InterruptedException { 050 final FImage[] sequence = new FImage[3]; 051 for (int i = 0; i < sequence.length; i++) { 052 sequence[i] = ImageUtilities.readF(new File("/Users/jon/pendulum+circle/frame_" + (i + 10) + ".png")); 053 } 054 055 final MotionEstimatorAlgorithm.TEMPLATE_MATCH alg = new MotionEstimatorAlgorithm.TEMPLATE_MATCH(); 056 final MotionEstimator e = new GridMotionEstimator(new ArrayBackedVideo<FImage>(sequence), 057 alg, 10, 10, true); 058 059 e.getNextFrame(); 060 e.getNextFrame(); 061 final Map<Point2d, Point2d> mv1 = e.getMotionVectors(); 062 e.getNextFrame(); 063 final Map<Point2d, Point2d> mv2 = e.getMotionVectors(); 064 065 drawVectors(sequence, mv1); 066 drawVectors(sequence, mv2); 067 068 final Map<Point2d, Point2d> accel = new HashMap<Point2d, Point2d>(); 069 for (final Entry<Point2d, Point2d> p : mv1.entrySet()) { 070 final Point2d from = p.getKey(); 071 final Point2d to = p.getValue().copy(); 072 to.translate(from); 073 074 final Point2d v1 = p.getValue(); 075 Point2d v2 = mv2.get(to); 076 if (v2 == null) 077 v2 = new Point2dImpl(0, 0); 078 079 final Point2d acc = v2.copy().minus(v1); 080 accel.put(to, acc); 081 } 082 083 drawVectors(sequence, accel); 084 } 085 086 private static void drawVectors(final FImage[] sequence, final Map<Point2d, Point2d> mv1) { 087 final FImage fr = new FImage(sequence[0].width, sequence[0].height); 088 for (final Entry<Point2d, Point2d> p : mv1.entrySet()) { 089 final Point2d from = p.getKey(); 090 final Point2d to = p.getValue().copy(); 091 to.translate(from); 092 093 if (!from.equals(to)) 094 fr.drawLine(from, to, 1f); 095 } 096 DisplayUtilities.display(fr); 097 } 098}