/* * This file is part of the LIRE project: http://lire-project.net * LIRE 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 2 of the License, or * (at your option) any later version. * * LIRE 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 LIRE; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * We kindly ask you to refer the any or one of the following publications in * any publication mentioning or employing Lire: * * Lux Mathias, Savvas A. Chatzichristofis. Lire: Lucene Image Retrieval – * An Extensible Java CBIR Library. In proceedings of the 16th ACM International * Conference on Multimedia, pp. 1085-1088, Vancouver, Canada, 2008 * URL: http://doi.acm.org/10.1145/1459359.1459577 * * Lux Mathias. Content Based Image Retrieval with LIRE. In proceedings of the * 19th ACM International Conference on Multimedia, pp. 735-738, Scottsdale, * Arizona, USA, 2011 * URL: http://dl.acm.org/citation.cfm?id=2072432 * * Mathias Lux, Oge Marques. Visual Information Retrieval using Java and LIRE * Morgan & Claypool, 2013 * URL: http://www.morganclaypool.com/doi/abs/10.2200/S00468ED1V01Y201301ICR025 * * Copyright statement: * -------------------- * (c) 2002-2013 by Mathias Lux (mathias@juggle.at) * http://www.semanticmetadata.net/lire, http://www.lire-project.net */ package net.semanticmetadata.lire.imageanalysis.features.global.cedd; public class CEDDQuant { private static double[] QuantTable = {180.19686541079636, 23730.024499150866, 61457.152912541605, 113918.55437576842, 179122.46400035513, 260980.3325940354, 341795.93301552488, 554729.98648386425}; double[] QuantTable2 = {209.25176965926232, 22490.5872862417345, 60250.8935141849988, 120705.788057580583, 181128.08709063051, 234132.081356900555, 325660.617733105708, 520702.175858657472}; double[] QuantTable3 = {405.4642173212585, 4877.9763319071481, 10882.170090625908, 18167.239081219657, 27043.385568785292, 38129.413201299016, 52675.221316293857, 79555.402607004813}; double[] QuantTable4 = {405.4642173212585, 4877.9763319071481, 10882.170090625908, 18167.239081219657, 27043.385568785292, 38129.413201299016, 52675.221316293857, 79555.402607004813}; double[] QuantTable5 = {968.88475977695578, 10725.159033657819, 24161.205360376698, 41555.917344385321, 62895.628446402261, 93066.271379694881, 136976.13317822068, 262897.86056221306}; double[] QuantTable6 = {968.88475977695578, 10725.159033657819, 24161.205360376698, 41555.917344385321, 62895.628446402261, 93066.271379694881, 136976.13317822068, 262897.86056221306}; public double[] Apply(double[] Local_Edge_Histogram) { double[] Edge_HistogramElement = new double[Local_Edge_Histogram.length]; double[] ElementsDistance = new double[8]; double Max = 1; for (int i = 0; i < 24; i++) { Edge_HistogramElement[i] = 0; for (int j = 0; j < 8; j++) { ElementsDistance[j] = Math.abs(Local_Edge_Histogram[i] - QuantTable[j] / 1000000); } Max = 1; for (int j = 0; j < 8; j++) { if (ElementsDistance[j] < Max) { Max = ElementsDistance[j]; Edge_HistogramElement[i] = j; } } } for (int i = 24; i < 48; i++) { Edge_HistogramElement[i] = 0; for (int j = 0; j < 8; j++) { ElementsDistance[j] = Math.abs(Local_Edge_Histogram[i] - QuantTable2[j] / 1000000); } Max = 1; for (int j = 0; j < 8; j++) { if (ElementsDistance[j] < Max) { Max = ElementsDistance[j]; Edge_HistogramElement[i] = j; } } } for (int i = 48; i < 72; i++) { Edge_HistogramElement[i] = 0; for (int j = 0; j < 8; j++) { ElementsDistance[j] = Math.abs(Local_Edge_Histogram[i] - QuantTable3[j] / 1000000); } Max = 1; for (int j = 0; j < 8; j++) { if (ElementsDistance[j] < Max) { Max = ElementsDistance[j]; Edge_HistogramElement[i] = j; } } } for (int i = 72; i < 96; i++) { Edge_HistogramElement[i] = 0; for (int j = 0; j < 8; j++) { ElementsDistance[j] = Math.abs(Local_Edge_Histogram[i] - QuantTable4[j] / 1000000); } Max = 1; for (int j = 0; j < 8; j++) { if (ElementsDistance[j] < Max) { Max = ElementsDistance[j]; Edge_HistogramElement[i] = j; } } } for (int i = 96; i < 120; i++) { Edge_HistogramElement[i] = 0; for (int j = 0; j < 8; j++) { ElementsDistance[j] = Math.abs(Local_Edge_Histogram[i] - QuantTable5[j] / 1000000); } Max = 1; for (int j = 0; j < 8; j++) { if (ElementsDistance[j] < Max) { Max = ElementsDistance[j]; Edge_HistogramElement[i] = j; } } } for (int i = 120; i < 144; i++) { Edge_HistogramElement[i] = 0; for (int j = 0; j < 8; j++) { ElementsDistance[j] = Math.abs(Local_Edge_Histogram[i] - QuantTable6[j] / 1000000); } Max = 1; for (int j = 0; j < 8; j++) { if (ElementsDistance[j] < Max) { Max = ElementsDistance[j]; Edge_HistogramElement[i] = j; } } } return Edge_HistogramElement; } }