attributealgorithms.cpp
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/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *
* Copyright 2012 The MITRE Corporation *
* *
* Licensed under the Apache License, Version 2.0 (the "License"); *
* you may not use this file except in compliance with the License. *
* You may obtain a copy of the License at *
* *
* http://www.apache.org/licenses/LICENSE-2.0 *
* *
* Unless required by applicable law or agreed to in writing, software *
* distributed under the License is distributed on an "AS IS" BASIS, *
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. *
* See the License for the specific language governing permissions and *
* limitations under the License. *
* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */
#include <openbr/plugins/openbr_internal.h>
namespace br
{
/*!
* \ingroup initializers
* \brief Initializes global abbreviations with implemented algorithms for attributes
* \author Babatunde Ogunfemi \cite baba1472
*/
class AttributeAlgorithmsInitializer : public Initializer
{
Q_OBJECT
void initialize() const
{
// Constants
QString BASE="Open+PP5Register+Rename(PP5_Landmark0_Right_Eye,Affine_0)+Rename(PP5_Landmark1_Left_Eye,Affine_1)+Affine(192,240,.345,.475)+Cvt(Gray)+Stasm(false,true,[(66.24,114),(125.76,114)])";
QString SUBSPACE ="Blur(1.1)+Gamma(0.2)+DoG(1,2)+ContrastEq(0.1,10)+LBP(1,2)+RectRegions(8,8,4,4)+Hist(59)+Cat+PCA(0.95)";
QString NOSE="RectFromStasmNoseWithBridge+ROI+Resize(36,24)+" + SUBSPACE;
QString MOUTH="RectFromStasmMouth+ROI+Resize(24,36)+" + SUBSPACE;
QString EYES="RectFromStasmEyes+ROI+Resize(24,36)+" + SUBSPACE;
QString HAIR="RectFromStasmHair+ROI+Resize(24,36)+" + SUBSPACE;
QString BROW="RectFromStasmBrow+ROI+Resize(24,36)+" + SUBSPACE;
QString JAW="RectFromStasmJaw+ROI+Resize(36,36)+" + SUBSPACE;
QString FACE = "Crop(24,30,144,190)+Resize(36,36)+" + SUBSPACE;
// All Attributes
Globals->abbreviations.insert("AllAttributes", "AttributeBrow/AttributeMouth/AttributeEyes/AttributeFace/AttributeHair/AttributeNose/AttributeJaw");
Globals->abbreviations.insert("AllAttributesMatching", "(AttributeBrow)/(AttributeMouth)/(AttributeEyes)/(AttributeFace)/(AttributeHair)/(AttributeNose)/(AttributeJaw):AttributeMatch");
//Individual Attributes
Globals->abbreviations.insert("AttributeBrow", "(" + BASE+ "+" + BROW + "+"
"TurkClassifier(eyebrowposition,[closebrows,highbrows],3)/"
"TurkClassifier(unibrow,[unibrow],3)/"
"TurkClassifier(eyebroworientation,[eyebrowsdown,eyebrowsuptodown],3)/"
"TurkClassifier(thickeyebrows,[thickeyebrows,lighteyebrows],3))");
Globals->abbreviations.insert("AttributeMouth", "(" + BASE + "+" + MOUTH + "+"
"TurkClassifier(smiling,[smiling],3)/"
"TurkClassifier(lipthickness,[cherry,big,small],3)/"
"TurkClassifier(mouthbite,[underbite,overbite],3)/"
"TurkClassifier(mouthopen,[closed,noteeth,halfteeth,allteeth],3)/"
"TurkClassifier(mouthwidth,[small,wide],3)/"
"TurkClassifier(mustache,[nomustache,linemustache,lightmustache,normalmustache,down],3)/"
"TurkClassifier(mouthasymmetry,[asymmetrical],3))");
Globals->abbreviations.insert("AttributeEyes", "(" + BASE + "+" + EYES + "+ "
"TurkClassifier(eyeseparation,[close,wide],3)/"
"TurkClassifier(eyeslant,[slant2,slant1,wild],3)/"
"TurkClassifier(benteyes,[bent])/"
"TurkClassifier(eyecolor,[darkeyes,lighteyes],3)/"
"TurkClassifier(baggyeyes,[baggy],3)/"
"TurkClassifier(almondeyes,[almond],3)/"
"TurkClassifier(buriedeyes,[buriedeyes],3)/"
"TurkClassifier(sleepyeyes,[sleepy],3)/"
"TurkClassifier(lineeyes,[line],3)/"
"TurkClassifier(roundeyes,[round],3)/"
"TurkClassifier(sharpeyes,[sharp],3)/"
"TurkClassifier(smalleyes,[smalleyes],3)/"
"TurkClassifier(glasses,[glasses],3)/"
"TurkClassifier(eyelashvisibility,[feweyelashes],3))");
Globals->abbreviations.insert("AttributeFace", "(" + BASE + "+" + FACE + "+"
"TurkClassifier(gender,[male],3)/"
"TurkClassifier(faceshape,[round,triangular,rectangular],3)/"
"TurkClassifier(cheekdensity,[puffy,in,normal],3)/"
"TurkClassifier(facemarks,[scars,moles,normal],3)/"
"TurkClassifier(facelength,[long],3)/"
"TurkClassifier(nosetoeyedist,[short,long],3)/"
"TurkClassifier(nosetomouthdist,[long,small],3))");
Globals->abbreviations.insert("AttributeHair", "(" + BASE + "+" + HAIR + "+"
"TurkClassifier(foreheadwrinkles,[wrinkled],3)/"
"TurkClassifier(foreheadsize,[smallforehead,largeforehead],3)/"
"TurkClassifier(haircolor,[darkhair,lighthair,greyhair],3)/"
"TurkClassifier(hairdensity,[thick,bald,thin,halfbald],3)/"
"TurkClassifier(widowspeak,[widowspeak],3)/"
"TurkClassifier(hairstyle,[curlyhair],3))");
Globals->abbreviations.insert("AttributeNose", "(" + BASE + "+" + NOSE + "+"
"TurkClassifier(noseorientation,[upnose,downnose],3)/"
"TurkClassifier(nosewidth,[small,thick],3)/"
"TurkClassifier(nosesize,[smallnose,bignose],3)/"
"TurkClassifier(brokennose,[broken],3))");
Globals->abbreviations.insert("AttributeJaw", "(" + BASE + "+" + JAW + "+"
"TurkClassifier(beard,[nobeard,bigbeard,lightbeard,goatee,linebeard,normalbeard,lincolnbeard],3)/"
"TurkClassifier(chinsize,[shortchin,longchin],3))");
Globals->abbreviations.insert("AttributeMatch", "Fuse(["
"Turk(eyebrowposition,[closebrows,highbrows],3),"
"Turk(unibrow,[unibrow],3),"
"Turk(eyebroworientation,[eyebrowsdown,eyebrowsuptodown],3),"
"Turk(thickeyebrows,[thickeyebrows,lighteyebrows],3),"
"Turk(smiling,[smiling],3),"
"Turk(lipthickness,[cherry,big,small],3),"
"Turk(mouthbite,[underbite,overbite],3),"
"Turk(mouthopen,[closed,noteeth,halfteeth,allteeth],3),"
"Turk(mouthwidth,[small,wide],3),"
"Turk(mustache,[nomustache,linemustache,lightmustache,normalmustache,down],3),"
"Turk(mouthasymmetry,[asymmetrical],3),"
"Turk(eyeseparation,[close,wide],3),"
"Turk(eyeslant,[slant2,slant1,wild],3),"
"Turk(benteyes,[bent],3),"
"Turk(eyecolor,[darkeyes,lighteyes],3),"
"Turk(baggyeyes,[baggy],3),"
"Turk(almondeyes,[almond],3),"
"Turk(buriedeyes,[buriedeyes],3),"
"Turk(sleepyeyes,[sleepy],3),"
"Turk(lineeyes,[line],3),"
"Turk(roundeyes,[round],3),"
"Turk(sharpeyes,[sharp],3),"
"Turk(smalleyes,[smalleyes],3),"
"Turk(glasses,[glasses],3),"
"Turk(eyelashvisibility,[feweyelashes],3),"
"Turk(gender,[male],3),"
"Turk(faceshape,[round,triangular,rectangular],3),"
"Turk(cheekdensity,[puffy,in,normal],3),"
"Turk(facemarks,[scars,moles,normal],3),"
"Turk(facelength,[long],3),"
"Turk(nosetoeyedist,[short,long],3),"
"Turk(nosetomouthdist,[long,small],3),"
"Turk(foreheadwrinkles,[wrinkled],3),"
"Turk(foreheadsize,[smallforehead,largeforehead],3),"
"Turk(haircolor,[darkhair,lighthair,greyhair],3),"
"Turk(hairdensity,[thick,bald,thin,halfbald],3),"
"Turk(widowspeak,[widowspeak],3),"
"Turk(hairstyle,[curlyhair],3),"
"Turk(noseorientation,[upnose,downnose],3),"
"Turk(nosewidth,[small,thick],3),"
"Turk(nosesize,[smallnose,bignose],3),"
"Turk(brokennose,[broken],3),"
"Turk(beard,[nobeard,bigbeard,lightbeard,goatee,linebeard,normalbeard,lincolnbeard],3),"
"Turk(chinsize,[shortchin,longchin],3)])");
}
};
BR_REGISTER(Initializer, AttributeAlgorithmsInitializer)
} // namespace br
#include "core/attributealgorithms.moc"