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.affine; 031 032import org.openimaj.image.MBFImage; 033import org.openimaj.image.feature.local.engine.DoGColourSIFTEngine; 034import org.openimaj.image.feature.local.engine.DoGSIFTEngine; 035import org.openimaj.image.feature.local.engine.DoGSIFTEngineOptions; 036import org.openimaj.image.feature.local.engine.Engine; 037import org.openimaj.image.feature.local.keypoints.Keypoint; 038 039/** 040 * Colour Affine-simulated SIFT (CASIFT). A {@link DoGColourSIFTEngine} is used 041 * internally to find the features. Specifically, the 042 * {@link DoGColourSIFTEngine} creates a luminance image from which to apply the 043 * difference-of-Gaussian interest point detection algorithm, but extracts the 044 * actual SIFT features from the bands of the input image directly. This means 045 * that the type of Colour-SIFT feature is controlled directly by the 046 * colour-space of the input image; for example if an RGB image is given as 047 * input, then the feature will be standard RGB-SIFT. 048 * 049 * @author Jonathon Hare (jsh2@ecs.soton.ac.uk) 050 * 051 */ 052public class ColourASIFT extends ASIFT<MBFImage, Float[]> { 053 /** 054 * Construct with the given options for the internal {@link DoGSIFTEngine}. 055 * 056 * @param opts 057 */ 058 public ColourASIFT(DoGSIFTEngineOptions<MBFImage> opts) { 059 super(opts); 060 } 061 062 /** 063 * Construct the ASIFT extractor using the default parameters for the 064 * {@link DoGSIFTEngine}, with the exception of the option to double the 065 * size of the initial image which can be overridden. 066 * 067 * @see DoGSIFTEngineOptions#setDoubleInitialImage(boolean) 068 * 069 * @param hires 070 * if true, then the input image is doubled in size before the 071 * SIFT features are extracted. 072 */ 073 public ColourASIFT(boolean hires) { 074 super(hires); 075 } 076 077 @Override 078 public Engine<Keypoint, MBFImage> constructEngine(DoGSIFTEngineOptions<MBFImage> opts) { 079 return new DoGColourSIFTEngine(opts); 080 } 081}