<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0121-1129</journal-id>
<journal-title><![CDATA[Revista Facultad de Ingeniería]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Fac. ing.]]></abbrev-journal-title>
<issn>0121-1129</issn>
<publisher>
<publisher-name><![CDATA[Universidad Pedagógica y Tecnológica de Colombia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0121-11292017000100047</article-id>
<article-id pub-id-type="doi">10.19053/01211129.v26.n44.2017.5771</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Detection of lies by Facial thermal imagery analysis]]></article-title>
<article-title xml:lang="es"><![CDATA[Detección de mentiras por medio del análisis de imágenes térmicos del rostro]]></article-title>
<article-title xml:lang="pt"><![CDATA[Detecção de mentiros por meio de análise de imagens térmicos do rosto]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bedoya-Echeverry]]></surname>
<given-names><![CDATA[Sebastián]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Belalcázar-Ramírez]]></surname>
<given-names><![CDATA[Hernán]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Loaiza-Correa]]></surname>
<given-names><![CDATA[Humberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Nope-Rodríguez]]></surname>
<given-names><![CDATA[Sandra Esperanza]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pinedo-Jaramillo]]></surname>
<given-names><![CDATA[Carlos Rafael]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Restrepo-Girón]]></surname>
<given-names><![CDATA[Andrés David]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[Cali Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[Cali Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[Cali Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[Cali Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[Cali Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af6">
<institution><![CDATA[,Universidad del Valle  ]]></institution>
<addr-line><![CDATA[Cali Valle del Cauca]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2017</year>
</pub-date>
<volume>26</volume>
<numero>44</numero>
<fpage>47</fpage>
<lpage>59</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0121-11292017000100047&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0121-11292017000100047&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0121-11292017000100047&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract An artificial vision system is presented for lie detection by analyzing face thermal image sequences. This system represents an alternative technique to the polygraph. Some of its features are: 1) it has no physical contact with the examinee, 2) it is non-intrusive, 3) it has a potential for private use, and 4) it can simultaneously analyze several persons. The proposed system is based on the detection of physiological changes in temperature in the lacrimal puncta area caused by the subtle increase in blood flow through the nearby vascular network. These changes take place when anxiety appears as a consequence of deception. Thus, the system segments the periorbital area, and tracks consecutive frames using the Kanade-Lucas-Tomasi algorithm. The results show a success rate of 79.2 % in detecting lies using a simple classification based on the comparison between the estimated temperatures in control questions, and the rest of the interrogation procedure. The performance of this system is comparable with previous works, where cameras with better specifications were used.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Se presenta un sistema de visión artificial para la detección de mentiras por medio del análisis de secuencias de imágenes térmicas del rostro, como mecanismo alternativo al polígrafo, al presentar características de no-contacto, no-intrusión, la posibilidad futura de utilización reservada, así como de análisis a múltiples personas simultáneamente. El sistema se basa en la detección de los cambios fisiológicos de temperatura en la zona de los lagrimales causados por el incremento sutil del flujo sanguíneo a través de la red vascular cercana. Los resultados obtenidos alcanzan el 79.2 % de acierto en la detección de mentiras, utilizando segmentación de la zona periorbital, seguimiento entre tramas consecutivas mediante el algoritmo de Kanade-Lucas-Tomasi, y una clasificación sencilla basada en la comparación entre las temperaturas estimadas durante las preguntas de control y el resto del interrogatorio. El desempeño del sistema es comparable con resultados obtenidos en trabajos donde se emplean cámaras de mejores prestaciones que la utilizada en la experimentación.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[Resumo Apresenta-se um sistema de visão artificial para a detecção de mentiras por meio da análise de sequências de imagens térmicas do rosto, como mecanismo alternativo ao polígrafo, ao apresentar características de não-contato, não-intrusão, a possibilidade futura de utilização reservada, assim como de análise a múltiplas pessoas simultaneamente. O sistema baseia-se na detecção das mudanças fisiológicas de temperatura na zona dos lacrimais causados pelo incremento sutil do fluxo sanguíneo através da rede vascular próxima. Os resultados obtidos alcançam 79,2 % de acerto na detecção de mentiras, utilizando segmentação da zona periorbital, seguimento entre tramas consecutivas mediante o algoritmo de Kanade-Lucas-Tomasi, e uma classificação simples baseada na comparação entre as temperaturas estimadas durante as perguntas de controle e o resto do interrogatório. O desempenho do sistema é comparável com resultados obtidos em trabalhos onde são empregadas câmaras de melhor qualidade do que a utilizada na experimentação.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[face anthropometric measurements]]></kwd>
<kwd lng="en"><![CDATA[KLT algorithm]]></kwd>
<kwd lng="en"><![CDATA[lie detection]]></kwd>
<kwd lng="en"><![CDATA[periorbital area]]></kwd>
<kwd lng="en"><![CDATA[thermography]]></kwd>
<kwd lng="es"><![CDATA[algoritmo KLT]]></kwd>
<kwd lng="es"><![CDATA[área periorbital]]></kwd>
<kwd lng="es"><![CDATA[detección de mentiras]]></kwd>
<kwd lng="es"><![CDATA[medidas antropométricas de la cara]]></kwd>
<kwd lng="es"><![CDATA[termografía]]></kwd>
<kwd lng="pt"><![CDATA[algoritmo KLT]]></kwd>
<kwd lng="pt"><![CDATA[área periorbital]]></kwd>
<kwd lng="pt"><![CDATA[detecção de mentiras]]></kwd>
<kwd lng="pt"><![CDATA[medidas antropométricas da cara]]></kwd>
<kwd lng="pt"><![CDATA[termografia]]></kwd>
</kwd-group>
</article-meta>
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