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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2017.00435</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>General Commentary</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Commentary: Interaction between facial expression and color</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Palumbo</surname> <given-names>Rocco</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/175000/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Di Domenico</surname> <given-names>Alberto</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/172720/overview"/>
</contrib>
</contrib-group>
<aff><institution>Universit&#x000E0; degli Studi &#x0201C;G. d&#x00027;Annunzio&#x0201D; Chieti - Pescara</institution><country>Pescara, Italy</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Francesca Gasparini, University of Milano-Bicocca, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xiaoyan Liao, Southern Medical University, China; Francisco Manuel Costela, Schepens Eye Research Institute, United States</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Rocco Palumbo <email>roccopalumbo&#x00040;gmail.com</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Perception Science, a section of the journal Frontiers in Neuroscience</p></fn></author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>07</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>11</volume>
<elocation-id>435</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>07</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Palumbo and Di Domenico.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Palumbo and Di Domenico</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Sci Rep" journal-id-type="nlm-ta" vol="7" page="41019" xlink:href="28117349" ext-link-type="pubmed">A commentary on <article-title>Interaction between facial expression and color</article-title> by Nakajima, K., Minami, T., and Nakauchi, S. (2017). Sci. Rep. 7:41019. doi: <object-id>10.1038/srep41019</object-id></related-article>
<kwd-group>
<kwd>emotion</kwd>
<kwd>face recognition</kwd>
<kwd>emotion recognition</kwd>
<kwd>colors</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="24"/>
<page-count count="3"/>
<word-count count="1856"/>
</counts>
</article-meta>
</front>
<body>
<p>Face expression recognition can be considered, among others, one of the most complex and developed perceptual skills (Haxby et al., <xref ref-type="bibr" rid="B8">2000</xref>). Although this skill seems to play an important role in social communication (Johnson et al., <xref ref-type="bibr" rid="B11">1991</xref>), its performance has been shown to change during the life-span (Mather and Carstensen, <xref ref-type="bibr" rid="B17">2003</xref>; Di Domenico et al., <xref ref-type="bibr" rid="B2">2016</xref>) and seems to be influenced by different variables such as clinical conditions (Sato et al., <xref ref-type="bibr" rid="B23">2002</xref>; Altamura et al., <xref ref-type="bibr" rid="B1">2016</xref>), culture (Jack et al., <xref ref-type="bibr" rid="B10">2012</xref>), and facial features (Horry et al., <xref ref-type="bibr" rid="B9">2015</xref>; Zebrowitz et al., <xref ref-type="bibr" rid="B24">2015</xref>).</p>
<p>In the study, by Nakajima et al. (<xref ref-type="bibr" rid="B19">2017</xref>), the authors implemented two experiments where they investigated if face expression perception could be influenced by facial color and vice versa. In both experiments the authors used a set of faces created by morphing two facial expressions: fear to anger and sadness to happiness. One of the three color conditions: reddish-colored, neutral-colored, and bluish-colored was assigned to each face on the assumption that fear and sadness could be attributed to a bluish face, while anger and happiness to a reddish face (Nakajima et al., <xref ref-type="bibr" rid="B18">2015</xref>). In the first experiment participants were asked to identify, as quickly and accurately as possible the facial expression while ignoring its facial color. The results of experiment 1 showed that facial color modulated the facial expression discrimination and the reaction times (RT) in the discrimination task. Specifically, reddish-colored faces enhanced anger perception, while bluish-colored faces enhanced sadness perception In the second experiment, instead, subjects were asked to identify the facial color, while ignoring its facial expression. The results of experiment 2 showed that facial color perception was significantly shifted only for the sad expression, suggesting a limited effect of facial expression on facial color perception. The results of these two experiments showed that subjects recognized the bluish-colored faces as sadder compared to the reddish- and neutral-colored ones and the reddish-colored faces as angrier than the bluish- and neutral-colored faces. Furthermore, based on the RT analysis the authors determined that the RT for reddish-colored faces were shorter compared to the natural-colored faces. All together these results brought the authors to hypothesize a link between facial color and emotion perception, supporting the existing literature that link facial color to emotion perception.</p>
<p>One interpretation that can be added to the findings of Nakajima et al. (<xref ref-type="bibr" rid="B18">2015</xref>) is that color could have enhanced the emotional content of the face stimuli by improving the performance on the recognition task that subjects were asked to perform. Emotions have been shown to improve the performance on cognitive tasks in different domains, such as memory, learning, and perception (Fairfield et al., <xref ref-type="bibr" rid="B5">2013</xref>, <xref ref-type="bibr" rid="B6">2015a</xref>; Mammarella et al., <xref ref-type="bibr" rid="B15">2016b</xref>; Palumbo et al., <xref ref-type="bibr" rid="B21">2017a</xref>,<xref ref-type="bibr" rid="B22">b</xref>). A well-known effect is the positive bias (Kennedy et al., <xref ref-type="bibr" rid="B12">2004</xref>). It has been shown, for example, that older adults tend to prefer positive contents by remembering and recognizing better positive stimuli compared to younger adults, who seem to perform better on negative contents (Mather and Carstensen, <xref ref-type="bibr" rid="B17">2003</xref>; Fairfield et al., <xref ref-type="bibr" rid="B7">2015b</xref>; Mammarella et al., <xref ref-type="bibr" rid="B16">2016c</xref>). In a study of Di Domenico et al. (<xref ref-type="bibr" rid="B3">2015</xref>), for example, it has been shown that, in a dynamic task of face expression recognition, RT are influenced by the emotional content of the facial expression suggesting a preference for emotional expressions compared to neutral expressions. Furthermore, recent studies that have investigated the influence of color on stimuli, have shown that color may carry an affective connotation able to influence emotional reactions of the participants (e.g., O&#x00027;Connor, <xref ref-type="bibr" rid="B20">2011</xref>; Mammarella et al., <xref ref-type="bibr" rid="B14">2016a</xref>). The relation between a specific color and its evoked valence has been largely investigated suggesting that colors such as red are associated with negative emotions, while green seems to evoke positive emotions contrary to blue that is often associated with fear and sadness (e.g., Elliot and Aarts, <xref ref-type="bibr" rid="B4">2011</xref>; Nakajima et al., <xref ref-type="bibr" rid="B18">2015</xref>; Mammarella et al., <xref ref-type="bibr" rid="B14">2016a</xref>). Taken all together, these findings can lead to the hypothesis that in the study of Nakajima et al. the color of the face could have enhanced the emotional valence of the stimuli facilitating the recognition task. Not only the authors supported the findings that attribute certain color to a specific emotion, but they also showed a reduction in the RT for reddish-colored faces on anger perception compared to natural-colored faces. Considering the sample of participants recruited by the researchers (younger adults; mean age &#x0003D; 23.30), a reduction in the RT for the reddish-colored faces seems to be in line with previous researches suggesting a preference for negative emotions in younger adults (Mather and Carstensen, <xref ref-type="bibr" rid="B17">2003</xref>; Kennedy et al., <xref ref-type="bibr" rid="B12">2004</xref>). To support the latest hypothesis, further investigations that would involve recruiting participants of different ages and races, is required. In fact, one of the variables that has not been considered by Nakajima et al., is whether the color of the faces would influence participants of different ages, or races, differently in the facial expression recognition task. Furthermore, it should be noted that the authors did not report whether they controlled or balanced the emotional intensity of the faces used in the study. In fact, stimuli of different emotional intensity may introduce a potential bias in the results, especially in the fear-to-anger pairs. Another factor that should be taken into consideration is whether or not clinical conditions of the participants, such as mood disorders like depression, may affect the results. According to previous studies (e.g., Lepp&#x000E4;nen, <xref ref-type="bibr" rid="B13">2006</xref>), it has been demonstrated that participants with depression tend to interpret neutral faces as negative faces.</p>
<p>The study of Nakajima et al. (<xref ref-type="bibr" rid="B19">2017</xref>) showed how color can influence the facial expression recognition. This research, together with future studies can lead to a better understanding of how high-level perception is modulated and how variables such as physical features, emotions, and colors interact with each other to produce the final perception.</p>
<sec id="s1">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
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