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Volumn 36, Issue 12, 2014, Pages 2483-2509

Learning race from face: A survey

Author keywords

computer vision; data clustering; face database; face recognition; image categorization; machine learning; Race classification

Indexed keywords

ANATOMY AND HISTOLOGY; ANCESTRY GROUP; ANTHROPOMETRY; BIOMETRY; CLASSIFICATION; FACE; FEMALE; HUMAN; IMAGE PROCESSING; MACHINE LEARNING; MALE; PROCEDURES;

EID: 84908673285     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2014.2321570     Document Type: Review
Times cited : (162)

References (243)
  • 3
    • 0035910101 scopus 로고    scopus 로고
    • Can race be erased? Coalitional computation and social categorization
    • R. Kurzban, J. Tooby, and L. Cosmides, "Can race be erased? Coalitional computation and social categorization", Proc. Nat. Acad. Sci., vol. 98, no. 26, pp. 15387-15392, 2001.
    • (2001) Proc. Nat. Acad. Sci. , vol.98 , Issue.26 , pp. 15387-15392
    • Kurzban, R.1    Tooby, J.2    Cosmides, L.3
  • 4
    • 85004809751 scopus 로고
    • Understanding face recogition
    • V. Bruce and A. W. Young, "Understanding face recogition", Brit. J. Psychol., vol. 77, pp. 305-327, 1986.
    • (1986) Brit. J. Psychol. , vol.77 , pp. 305-327
    • Bruce, V.1    Young, A.W.2
  • 5
    • 23044455404 scopus 로고    scopus 로고
    • Understanding the recognition of facial identify and facial expression
    • A. J. Calder and A. W. Young, "Understanding the recognition of facial identify and facial expression", Nature Rev. Neurosci., vol. 6, pp. 641-651, 2005.
    • (2005) Nature Rev. Neurosci. , vol.6 , pp. 641-651
    • Calder, A.J.1    Young, A.W.2
  • 6
    • 0033644682 scopus 로고    scopus 로고
    • Social cognition: Thinking categorically about others
    • C. N. Macrae and G. V. Bodenhausen, "Social cognition: Thinking categorically about others", Annu. Rev. Psychol., vol. 51, no. 1, pp. 93-120, 2000.
    • (2000) Annu. Rev. Psychol. , vol.51 , Issue.1 , pp. 93-120
    • Macrae, C.N.1    Bodenhausen, G.V.2
  • 7
    • 0036605947 scopus 로고    scopus 로고
    • Recognizing moving faces: A psychological and neural synthesis
    • A. J. O'Toole, D. A. Roark, and H. Abdi, "Recognizing moving faces: A psychological and neural synthesis", Trends Cogn. Sci., vol. 6, no. 6, pp. 261-266, 2002.
    • (2002) Trends Cogn. Sci. , vol.6 , Issue.6 , pp. 261-266
    • O'Toole, A.J.1    Roark, D.A.2    Abdi, H.3
  • 8
    • 0037217280 scopus 로고    scopus 로고
    • Believing is seeing: The effects of racial labels and implicit beliefs on face perception
    • J. L. Eberhardt, N. Dasgupta, and T. L. Banaszynski, "Believing is seeing: The effects of racial labels and implicit beliefs on face perception", Personality Soc. Psychol. Bull., vol. 29, pp. 360-412, 2003.
    • (2003) Personality Soc. Psychol. Bull. , vol.29 , pp. 360-412
    • Eberhardt, J.L.1    Dasgupta, N.2    Banaszynski, T.L.3
  • 9
    • 67349149033 scopus 로고    scopus 로고
    • From theory to implementation: Building a multidimensional space for face recognition
    • O. Catz, M. Kampf, I. Nachson, and H. Babkoff, "From theory to implementation: Building a multidimensional space for face recognition", Acta Psychol., vol. 131, no. 2, pp. 143-152, 2009.
    • (2009) Acta Psychol. , vol.131 , Issue.2 , pp. 143-152
    • Catz, O.1    Kampf, M.2    Nachson, I.3    Babkoff, H.4
  • 10
    • 74349119347 scopus 로고    scopus 로고
    • The face-sensitive n170 encodes social category information
    • J. Freeman, N. Ambady, and P. Holcomb, "The face-sensitive n170 encodes social category information", NeuroReport, vol. 21, no. 1, pp. 24-28, 2010.
    • (2010) NeuroReport , vol.21 , Issue.1 , pp. 24-28
    • Freeman, J.1    Ambady, N.2    Holcomb, P.3
  • 11
    • 0036046791 scopus 로고    scopus 로고
    • Categorical perception of race
    • D. T. Levine and B. L. Angelone, "Categorical perception of race", Perception, vol. 31, pp. 567-578, 2002.
    • (2002) Perception , vol.31 , pp. 567-578
    • Levine, D.T.1    Angelone, B.L.2
  • 12
    • 0030516506 scopus 로고    scopus 로고
    • Classifying faces by race: The structure of face categories
    • D. T. Levine, "Classifying faces by race: The structure of face categories", J. Exp. Psychol.: Learn., Memory Cogn., vol. 22, pp. 1364-1382, 1996.
    • (1996) J. Exp. Psychol.: Learn., Memory Cogn. , vol.22 , pp. 1364-1382
    • Levine, D.T.1
  • 14
    • 0034007377 scopus 로고    scopus 로고
    • Structural encoding and identification in face processing: ERP evidence for separate mechanisms
    • S. Bentin and L. Y. Deouell, "Structural encoding and identification in face processing: ERP evidence for separate mechanisms", Cogn. Neuropsychol., vol. 17, pp. 35-54, 2000.
    • (2000) Cogn. Neuropsychol. , vol.17 , pp. 35-54
    • Bentin, S.1    Deouell, L.Y.2
  • 15
    • 84908661544 scopus 로고    scopus 로고
    • N170: Understanding the time course of face perception in the human brain
    • B. Rossion and C. Jacques, "N170: Understanding the time course of face perception in the human brain", Int. J. Neurosci., vol. 112, pp. 1499-1512, 2002.
    • (2002) Int. J. Neurosci. , vol.112 , pp. 1499-1512
    • Rossion, B.1    Jacques, C.2
  • 17
    • 27644513000 scopus 로고    scopus 로고
    • Head-and-face anthropometric survey of U.S. Respirator users
    • Z. Zhuang and B. Bradtmiller, "Head-and-face anthropometric survey of U. S. respirator users", J. Occup. Environ. Hygiene, vol. 2, no. 11, pp. 567-576, 2005.
    • (2005) J. Occup. Environ. Hygiene , vol.2 , Issue.11 , pp. 567-576
    • Zhuang, Z.1    Bradtmiller, B.2
  • 20
    • 77955267775 scopus 로고    scopus 로고
    • A comparison between Chinese and Caucasian head shapes
    • R. Ball, C. Shu, P. Xi, M. Rioux, Y. Luximon, and J. Molenbroek, "A comparison between Chinese and Caucasian head shapes", Appl. Ergonom., vol. 41, no. 6, pp. 832-839, 2010.
    • (2010) Appl. Ergonom. , vol.41 , Issue.6 , pp. 832-839
    • Ball, R.1    Shu, C.2    Xi, P.3    Rioux, M.4    Luximon, Y.5    Molenbroek, J.6
  • 21
    • 79960499423 scopus 로고    scopus 로고
    • The Chinese face: A 3D anthropometric analysis
    • Y. Luximon, R. Ball, and L. Justice, "The Chinese face: A 3D anthropometric analysis", in Proc. TMCE Symp., 2010, pp. 255-266.
    • (2010) Proc. TMCE Symp. , pp. 255-266
    • Luximon, Y.1    Ball, R.2    Justice, L.3
  • 23
    • 84155170914 scopus 로고    scopus 로고
    • The role of age and ethnic group in face recognition memory: ERP evidence from a combined own-age and own-race bias study
    • H. Wiese, "The role of age and ethnic group in face recognition memory: ERP evidence from a combined own-age and own-race bias study", Biol. Psychol., vol. 89, no. 1, pp. 137-147, 2012.
    • (2012) Biol. Psychol. , vol.89 , Issue.1 , pp. 137-147
    • Wiese, H.1
  • 24
    • 78249287522 scopus 로고    scopus 로고
    • The categorization-individuation model: An integrative account of the other-race recognition deficit
    • K. Hugenberg, S. G. Young, M. J. Bernstein, and D. F. Sacco, "The categorization-individuation model: An integrative account of the other-race recognition deficit", Psychol. Rev., vol. 117, no. 4, pp. 1168-87, 2010.
    • (2010) Psychol. Rev. , vol.117 , Issue.4 , pp. 1168-1187
    • Hugenberg, K.1    Young, S.G.2    Bernstein, M.J.3    Sacco, D.F.4
  • 25
    • 10844242900 scopus 로고    scopus 로고
    • Perspectives on racial phenotypicality bias
    • K. B. Maddox, "Perspectives on racial phenotypicality bias", Personality Soc. Psychol. Rev., vol. 8, no. 4, pp. 383-401, 2004.
    • (2004) Personality Soc. Psychol. Rev. , vol.8 , Issue.4 , pp. 383-401
    • Maddox, K.B.1
  • 26
    • 33746331134 scopus 로고    scopus 로고
    • A developmental intergroup theory of social stereotypes and prejudice
    • R. S. Bigler and L. S. Liben, "A developmental intergroup theory of social stereotypes and prejudice", Adv. Child Develop. Behav., vol. 34, pp. 39-89, 2006.
    • (2006) Adv. Child Develop. Behav. , vol.34 , pp. 39-89
    • Bigler, R.S.1    Liben, L.S.2
  • 27
    • 77955301601 scopus 로고    scopus 로고
    • Person categorization and automatic racial stereotyping effects on weapon identification
    • C. R. Jones and R. H. Fazio, "Person categorization and automatic racial stereotyping effects on weapon identification", Personality Soc. Psychol. Bull., vol. 36, no. 8, pp. 1073-85, 2010.
    • (2010) Personality Soc. Psychol. Bull. , vol.36 , Issue.8 , pp. 1073-1085
    • Jones, C.R.1    Fazio, R.H.2
  • 30
    • 27844534088 scopus 로고    scopus 로고
    • A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition
    • K. Bowyer, K. Chang, and P. Flynn, "A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition", Comput. Vis. Image Understanding, vol. 101, no. 1, pp. 1-15, 2006.
    • (2006) Comput. Vis. Image Understanding , vol.101 , Issue.1 , pp. 1-15
    • Bowyer, K.1    Chang, K.2    Flynn, P.3
  • 31
    • 17144413799 scopus 로고    scopus 로고
    • An evaluation of multimodal 2D+3D face biometrics
    • Apr.
    • K. Chang, K. Bowyer, and P. Flynn, "An evaluation of multimodal 2D+3D face biometrics", IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 4, pp. 619-624, Apr. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.4 , pp. 619-624
    • Chang, K.1    Bowyer, K.2    Flynn, P.3
  • 32
    • 0034540754 scopus 로고    scopus 로고
    • Race as a visual feature: Using visual search and perceptual discrimination tasks to understand face categories and the cross-race recognition deficit
    • D. T. Levine, "Race as a visual feature: Using visual search and perceptual discrimination tasks to understand face categories and the cross-race recognition deficit", J. Exp. Psychol.: Gen., vol. 129, pp. 559-574, 2000.
    • (2000) J. Exp. Psychol.: Gen. , vol.129 , pp. 559-574
    • Levine, D.T.1
  • 33
    • 0014663317 scopus 로고
    • Pan-cultural elements in facial displays of emotion
    • P. Ekman, E. R. Sorenson, and W. V. Friesen, "Pan-cultural elements in facial displays of emotion", Science, vol. 164, no. 3875, pp. 86-88, 1969.
    • (1969) Science , vol.164 , Issue.3875 , pp. 86-88
    • Ekman, P.1    Sorenson, E.R.2    Friesen, W.V.3
  • 34
    • 0037560257 scopus 로고    scopus 로고
    • Thirty years of investigating the own-race bias in memory for faces: A meta-analytic review
    • C. A. Meissner and J. C. Brigham, "Thirty years of investigating the own-race bias in memory for faces: A meta-analytic review", Psychol., Public Policy, Law, vol. 7, pp. 3-35, 2001.
    • (2001) Psychol., Public Policy, Law , vol.7 , pp. 3-35
    • Meissner, C.A.1    Brigham, J.C.2
  • 35
    • 84859412500 scopus 로고    scopus 로고
    • Perception and motivation in face recognition: A critical review of theories of the cross-race effect
    • S. G. Young, K. Hugenberg, M. J. Bernstein, and D. F. Sacco, "Perception and motivation in face recognition: A critical review of theories of the cross-race effect", Personality Soc. Psychol. Rev., vol. 16, no. 2, pp. 116-42, 2011.
    • (2011) Personality Soc. Psychol. Rev. , vol.16 , Issue.2 , pp. 116-142
    • Young, S.G.1    Hugenberg, K.2    Bernstein, M.J.3    Sacco, D.F.4
  • 41
    • 0026755044 scopus 로고
    • Automatic recognition and analysis of human faces and facial expressions: A survey
    • A. Samal and P. A. Iyengar, "Automatic recognition and analysis of human faces and facial expressions: A survey", Pattern Recognit., vol. 25, no. 1, pp. 65-77, 1992.
    • (1992) Pattern Recognit. , vol.25 , Issue.1 , pp. 65-77
    • Samal, A.1    Iyengar, P.A.2
  • 42
    • 0037209464 scopus 로고    scopus 로고
    • Automatic facial expression analysis: A survey
    • B. Fasel and J. Luettin, "Automatic facial expression analysis: A survey", Pattern Recognit., vol. 36, no. 1, pp. 259-275, 2003.
    • (2003) Pattern Recognit. , vol.36 , Issue.1 , pp. 259-275
    • Fasel, B.1    Luettin, J.2
  • 43
    • 57149144228 scopus 로고    scopus 로고
    • A survey of affect recognition methods: Audio, visual, and spontaneous expressions
    • Jan.
    • Z. H. Zeng, M. Pantic, G. I. Roisman, and T. S. Huang, "A survey of affect recognition methods: Audio, visual, and spontaneous expressions", IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 1, pp. 39-58, Jan. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.1 , pp. 39-58
    • Zeng, Z.H.1    Pantic, M.2    Roisman, G.I.3    Huang, T.S.4
  • 44
    • 78149281985 scopus 로고    scopus 로고
    • Age synthesis and estimation via faces: A survey
    • Nov.
    • Y. Fu, G. D. Guo, and T. S. Huang, "Age synthesis and estimation via faces: A survey", IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 11, pp. 1955-1976, Nov. 2010.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.11 , pp. 1955-1976
    • Fu, Y.1    Guo, G.D.2    Huang, T.S.3
  • 45
    • 84860507324 scopus 로고    scopus 로고
    • Age estimation and sex classification
    • New York, NY, USA: Springer
    • G. D. Guo, "Age estimation and sex classification", in Video Analytics for Business Intelligence, New York, NY, USA: Springer, 2012, pp. 101-131.
    • (2012) Video Analytics for Business Intelligence , pp. 101-131
    • Guo, G.D.1
  • 49
    • 84908697422 scopus 로고    scopus 로고
    • Race Wiki. [Online]. Available: http://en. wikipedia.org/wiki/Race-(human-classification)
    • Race Wiki1
  • 50
    • 84908697421 scopus 로고    scopus 로고
    • Encyclopedia Britannica and "race"
    • Chicago, IL, USA: Encyclopedia Britannica
    • Encyclopedia Britannica and "Race", in Encyclopedia Britannica Ultimate Reference Suite. Chicago, IL, USA: Encyclopedia Britannica, 2012.
    • (2012) Encyclopedia Britannica Ultimate Reference Suite
  • 51
    • 0029096610 scopus 로고
    • Perceiving the sex and race of faces: The role of shape and color
    • H. Hill, V. Bruce, and S. Akamatsu, "Perceiving the sex and race of faces: The role of shape and color", Proc. Roy. Soc. London. Ser. B: Biol. Sci., vol. 261, no. 1362, pp. 367-373, 1995.
    • (1995) Proc. Roy. Soc. London. Ser. B: Biol. Sci. , vol.261 , Issue.1362 , pp. 367-373
    • Hill, H.1    Bruce, V.2    Akamatsu, S.3
  • 55
    • 77955814261 scopus 로고    scopus 로고
    • No role for lightness in the perception of black and white? Simultaneous contrast affects perceived skin tone, but not perceived race
    • K. R. Brooks and O. S. Gwinn, "No role for lightness in the perception of black and white? simultaneous contrast affects perceived skin tone, but not perceived race", Perception, vol. 39, no. 8, pp. 1142-1145, 2010.
    • (2010) Perception , vol.39 , Issue.8 , pp. 1142-1145
    • Brooks, K.R.1    Gwinn, O.S.2
  • 56
    • 4544270397 scopus 로고    scopus 로고
    • Towards race-related face identification: Research on skin color transfer
    • L. Yin, J. Loi, and J. Jia, "Towards race-related face identification: Research on skin color transfer", in Proc. IEEE Int. Conf. Autom. Face Gesture Recog., 2004, pp. 362-368.
    • (2004) Proc. IEEE Int. Conf. Autom. Face Gesture Recog. , pp. 362-368
    • Yin, L.1    Loi, J.2    Jia, J.3
  • 57
    • 80053572389 scopus 로고    scopus 로고
    • Minimizing skin color differences does not eliminate the ownrace recognition advantage in infants
    • G. Anzures, O. Pascalis, P. C. Quinn, A. M. Slater, and K. Lee, "Minimizing skin color differences does not eliminate the ownrace recognition advantage in infants", Infancy, vol. 16, no. 6, pp. 640-654, 2011.
    • (2011) Infancy , vol.16 , Issue.6 , pp. 640-654
    • Anzures, G.1    Pascalis, O.2    Quinn, P.C.3    Slater, A.M.4    Lee, K.5
  • 58
    • 84864006281 scopus 로고    scopus 로고
    • Skin and bones: The contribution of skin tone and facial structure to racial prototypicality ratings
    • M. A. Strom, L. A. Zebrowitz, S. Zhang, P. M. Bronstad, and H. K. Lee, "Skin and bones: The contribution of skin tone and facial structure to racial prototypicality ratings", PLoS ONE, vol. 7, no. 7, pp. 1-8, 2012.
    • (2012) PLoS ONE , vol.7 , Issue.7 , pp. 1-8
    • Strom, M.A.1    Zebrowitz, L.A.2    Zhang, S.3    Bronstad, P.M.4    Lee, H.K.5
  • 61
    • 22144465530 scopus 로고    scopus 로고
    • Human races: Classifying people vs understanding diversity
    • G. Barbujani, "Human races: Classifying people vs understanding diversity", Current Genomics, vol. 6, no. 4, pp. 215-226, 2005.
    • (2005) Current Genomics , vol.6 , Issue.4 , pp. 215-226
    • Barbujani, G.1
  • 62
    • 0036381531 scopus 로고    scopus 로고
    • Categorization of humans in biomedical research: Genes, race and disease
    • N. Risch, E. Burchard, E. Ziv, and H. Tang, "Categorization of humans in biomedical research: Genes, race and disease", Genome Biol., vol. 3, no. 7, pp. 1-12, 2002.
    • (2002) Genome Biol. , vol.3 , Issue.7 , pp. 1-12
    • Risch, N.1    Burchard, E.2    Ziv, E.3    Tang, H.4
  • 64
    • 0028184174 scopus 로고
    • High resolution of human evolutionary trees with polymorphic microsatellites
    • A. Bowcock, A. Ruiz-Linares, J. Tomfohrde, E. Minch, J. Kidd, and L. L. Cavalli-Sforza, "High resolution of human evolutionary trees with polymorphic microsatellites", Nature, vol. 368, no. 6470, pp. 455-457, 1994.
    • (1994) Nature , vol.368 , Issue.6470 , pp. 455-457
    • Bowcock, A.1    Ruiz-Linares, A.2    Tomfohrde, J.3    Minch, E.4    Kidd, J.5    Cavalli-Sforza, L.L.6
  • 65
    • 84908697419 scopus 로고    scopus 로고
    • Washington, DC, USA: US Dept. Commerce, Econ. Statist. Admin., US Census Bureau
    • E. M. Grieco and R. C. Cassidy, Overview of Race and Hispanic Origin, 2000. Washington, DC, USA: US Dept. Commerce, Econ. Statist. Admin., US Census Bureau, 2001, vol. 8, no. 2.
    • (2001) Overview of Race and Hispanic Origin, 2000 , vol.8 , Issue.2
    • Grieco, E.M.1    Cassidy, R.C.2
  • 66
    • 0033975515 scopus 로고    scopus 로고
    • Census, race and science
    • "Census, race and science", Nature Genetics, vol. 24, pp. 97-98, 2000.
    • (2000) Nature Genetics , vol.24 , pp. 97-98
  • 67
    • 33645839075 scopus 로고    scopus 로고
    • Gender and race: (What) are they? (What) do we want them to be?
    • S. Haslanger, "Gender and race: (What) are they? (what) do we want them to be?" Nous, vol. 34, no. 1, pp. 31-55, 2000.
    • (2000) Nous , vol.34 , Issue.1 , pp. 31-55
    • Haslanger, S.1
  • 68
    • 77954309997 scopus 로고    scopus 로고
    • A multidimensional scaling analysis of own- and cross-race face spaces
    • M. H. Papesh and S. D. Goldinger, "A multidimensional scaling analysis of own- and cross-race face spaces", Cognition, vol. 116, no. 2, pp. 283-288, 2010.
    • (2010) Cognition , vol.116 , Issue.2 , pp. 283-288
    • Papesh, M.H.1    Goldinger, S.D.2
  • 69
    • 84892808238 scopus 로고    scopus 로고
    • Computational perspectives on the other-race effect
    • A. J. O'Toole and V. Natu, "Computational perspectives on the other-race effect", Vis. Cogn., vol. 21, pp. 1-17, 2013.
    • (2013) Vis. Cogn. , vol.21 , pp. 1-17
    • O'Toole, A.J.1    Natu, V.2
  • 71
    • 78650711086 scopus 로고    scopus 로고
    • Evidence and a computational explanation of cultural differences in facial expression recognition
    • M. N. Dailey, M. J. Lyons, H. Ishi, C. Joyce, M. Kamachi, J. Gyoba, and G. W. Cottrell, "Evidence and a computational explanation of cultural differences in facial expression recognition", Emotion, vol. 10, no. 6, pp. 874-893, 2010.
    • (2010) Emotion , vol.10 , Issue.6 , pp. 874-893
    • Dailey, M.N.1    Lyons, M.J.2    Ishi, H.3    Joyce, C.4    Kamachi, M.5    Gyoba, J.6    Cottrell, G.W.7
  • 72
    • 0031091903 scopus 로고    scopus 로고
    • Japanese and caucasian facial expressions of emotion (jacfee) reliability data and crossnational differences
    • M. Biehl, D. Matsumoto, P. Ekman, V. Hearn, K. Heider, T. Kudoh, and V. Ton, "Japanese and caucasian facial expressions of emotion (jacfee) reliability data and crossnational differences", J. Nonverbal Behav., vol. 22, no. 1, pp. 3-21, 1997.
    • (1997) J. Nonverbal Behav. , vol.22 , Issue.1 , pp. 3-21
    • Biehl, M.1    Matsumoto, D.2    Ekman, P.3    Hearn, V.4    Heider, K.5    Kudoh, T.6    Ton, V.7
  • 73
    • 70349289081 scopus 로고    scopus 로고
    • Cultural confusions show that facial expressions are not universal
    • R. E. Jack, C. Blais, C. Scheepers, P. G. Schyns, and R. Caldara, "Cultural confusions show that facial expressions are not universal", Current Biol., vol. 19, pp. 1543-1548, 2009.
    • (2009) Current Biol. , vol.19 , pp. 1543-1548
    • Jack, R.E.1    Blais, C.2    Scheepers, C.3    Schyns, P.G.4    Caldara, R.5
  • 74
    • 0004206227 scopus 로고
    • 3rd ed. Philadelphia, PA, USA: Saunders
    • D. Enlow and M. G. Hans, Facial Growth. 3rd ed. Philadelphia, PA, USA: Saunders, 1990.
    • (1990) Facial Growth
    • Enlow, D.1    Hans, M.G.2
  • 76
    • 24644477425 scopus 로고    scopus 로고
    • International anthropometric study of facial morphology in various ethnic groups/races
    • L. G. Farkas, M. J. Katic, and C. R. Forrest, "International anthropometric study of facial morphology in various ethnic groups/races", J. Craniofac Surg., vol. 16, no. 4, pp. 615-46, 2005.
    • (2005) J. Craniofac Surg. , vol.16 , Issue.4 , pp. 615-646
    • Farkas, L.G.1    Katic, M.J.2    Forrest, C.R.3
  • 77
    • 79951613805 scopus 로고    scopus 로고
    • A systematic review of inter-ethnic variability in facial dimensions
    • F. Fang, P. J. Clapham, and K. C. Chung, "A systematic review of inter-ethnic variability in facial dimensions", Plastic Reconstr. Surg., vol. 127, no. 2, pp. 874-881, 2011.
    • (2011) Plastic Reconstr. Surg. , vol.127 , Issue.2 , pp. 874-881
    • Fang, F.1    Clapham, P.J.2    Chung, K.C.3
  • 78
    • 44649152388 scopus 로고    scopus 로고
    • Validity and reliability of craniofacial anthropometric measurement of 3D digital photogrammetric images
    • J. Y. Wong, A. K. Oh, E. Ohta, A. T. Hunt, G. F. Rogers, J. B. Mulliken, and C. K. Deutsch, "Validity and reliability of craniofacial anthropometric measurement of 3D digital photogrammetric images", Cleft Palate-Craniofacial J., vol. 45, no. 3, pp. 232-239, 2008.
    • (2008) Cleft Palate-Craniofacial J. , vol.45 , Issue.3 , pp. 232-239
    • Wong, J.Y.1    Oh, A.K.2    Ohta, E.3    Hunt, A.T.4    Rogers, G.F.5    Mulliken, J.B.6    Deutsch, C.K.7
  • 79
    • 4644260346 scopus 로고    scopus 로고
    • Tracking the timecourse of social perception: The effects of racial cues on eventrelated brain potentials
    • T. A. Ito, E. Thompson, and J. T. Cacioppo, "Tracking the timecourse of social perception: The effects of racial cues on eventrelated brain potentials", Personality Soc. Psychol. Bull., vol. 30, no. 10, pp. 1267-1280, 2004.
    • (2004) Personality Soc. Psychol. Bull. , vol.30 , Issue.10 , pp. 1267-1280
    • Ito, T.A.1    Thompson, E.2    Cacioppo, J.T.3
  • 80
    • 84860388980 scopus 로고    scopus 로고
    • Seeing race: N170 responses to race and their relation to automatic racial attitudes and controlled processing
    • R. H. Ofan, N. Rubin, and D. M. Amodio, "Seeing race: N170 responses to race and their relation to automatic racial attitudes and controlled processing", J. Cogn. Neurosci., vol. 23, no. 10, pp. 3153-3161, 2011.
    • (2011) J. Cogn. Neurosci. , vol.23 , Issue.10 , pp. 3153-3161
    • Ofan, R.H.1    Rubin, N.2    Amodio, D.M.3
  • 81
    • 14844317291 scopus 로고    scopus 로고
    • Imaging race
    • J. L. Eberhardt, "Imaging race", Amer. Psychol., vol. 60, no. 2, p. 181, 2005.
    • (2005) Amer. Psychol. , vol.60 , Issue.2 , pp. 181
    • Eberhardt, J.L.1
  • 82
    • 84874137366 scopus 로고    scopus 로고
    • Fmri used to study race effect on face recognition
    • R. Love, "fMRI used to study race effect on face recognition", Lancet, vol. 358, no. 9280, p. 476, 2001.
    • (2001) Lancet , vol.358 , Issue.9280 , pp. 476
    • Love, R.1
  • 83
    • 70449636021 scopus 로고    scopus 로고
    • The neural correlates of race
    • T. A. Ito and B. D. Bartholow, "The neural correlates of race", Trends Cogn. Sci., vol. 13, no. 12, pp. 524-31, 2009.
    • (2009) Trends Cogn. Sci. , vol.13 , Issue.12 , pp. 524-531
    • Ito, T.A.1    Bartholow, B.D.2
  • 85
    • 0036307392 scopus 로고    scopus 로고
    • Visual features of intermediate complexity and their use in classification
    • S. Ullman, M. Vidal-Naquet, and E. Sali, "Visual features of intermediate complexity and their use in classification", Nature Neurosci., vol. 5, no. 7, pp. 682-687, 2002.
    • (2002) Nature Neurosci. , vol.5 , Issue.7 , pp. 682-687
    • Ullman, S.1    Vidal-Naquet, M.2    Sali, E.3
  • 86
    • 0033316361 scopus 로고    scopus 로고
    • Hierarchical models of object recognition in cortex
    • M. Riesenhuber and T. Poggio, "Hierarchical models of object recognition in cortex", Nature Neurosci., vol. 2, pp. 1019-1025, 1999.
    • (1999) Nature Neurosci. , vol.2 , pp. 1019-1025
    • Riesenhuber, M.1    Poggio, T.2
  • 89
    • 0037210601 scopus 로고    scopus 로고
    • Intact performance on an indirect measure of race bias following amygdala damage
    • E. A. Phelps, C. J. Cannistraci, and W. A. Cunningham, "Intact performance on an indirect measure of race bias following amygdala damage", Neuropsychology, vol. 41, no. 2, pp. 203-208, 2003.
    • (2003) Neuropsychology , vol.41 , Issue.2 , pp. 203-208
    • Phelps, E.A.1    Cannistraci, C.J.2    Cunningham, W.A.3
  • 90
    • 22844449236 scopus 로고    scopus 로고
    • An fMRI investigation of race-related amygdala activity in African-American and Caucasian-American individuals
    • M. D. Lieberman, A. Hariri, J. M. Jarcho, N. I. Eisenberger, and S. Y. Bookheimer, "An fMRI investigation of race-related amygdala activity in African-American and Caucasian-American individuals", Nature Neurosci., vol. 8, no. 6, pp. 720-722, 2005.
    • (2005) Nature Neurosci. , vol.8 , Issue.6 , pp. 720-722
    • Lieberman, M.D.1    Hariri, A.2    Jarcho, J.M.3    Eisenberger, N.I.4    Bookheimer, S.Y.5
  • 92
    • 0000641003 scopus 로고    scopus 로고
    • Differential response in the human amygdala to racial outgroup vs ingroup face stimuli
    • A. J. Hart, P. J. Whalen, L. M. Shin, S. C. McInerney, H. Fischer, and S. L. Rauch, "Differential response in the human amygdala to racial outgroup vs ingroup face stimuli", Neuroreport, vol. 3, no. 11, pp. 2351-2315, 2000.
    • (2000) Neuroreport , vol.3 , Issue.11 , pp. 2351-2315
    • Hart, A.J.1    Whalen, P.J.2    Shin, L.M.3    McInerney, S.C.4    Fischer, H.5    Rauch, S.L.6
  • 93
    • 1842821983 scopus 로고    scopus 로고
    • Separable neural components in the processing of black and white faces
    • W. A. Cunningham, M. K. Johnson, C. L. Raye, J. C. G. ad J. C. Gore, and M. R. Banaji, "Separable neural components in the processing of black and white faces", Psychol. Sci., vol. 15, no. 12, pp. 806-813, 2004.
    • (2004) Psychol. Sci. , vol.15 , Issue.12 , pp. 806-813
    • Cunningham, W.A.1    Johnson, M.K.2    Raye, C.L.3    Ad, J.C.G.4    Gore, J.C.5    Banaji, M.R.6
  • 94
    • 0034124417 scopus 로고    scopus 로고
    • The fusiform face area is part of a network that processs faces at the individual level
    • I. Gauthier, M. J. Tarr, J. Moylan, P. Skudlarski, J. C. Gore, and A. W. Anderson, "The fusiform face area is part of a network that processs faces at the individual level", J. Cogn. Neurosci., vol. 12, no. 3, pp. 495-504, 2000.
    • (2000) J. Cogn. Neurosci. , vol.12 , Issue.3 , pp. 495-504
    • Gauthier, I.1    Tarr, M.J.2    Moylan, J.3    Skudlarski, P.4    Gore, J.C.5    Anderson, A.W.6
  • 95
    • 0034938307 scopus 로고    scopus 로고
    • Differential responses in the fusiform region to same-race and other-race faces
    • A. J. Golbym, J. D. Gabrieli, J. Y. Chiao, and J. L. Eberhardt, "Differential responses in the fusiform region to same-race and other-race faces", Nature Neurosci., vol. 4, no. 8, pp. 845-850, 2001.
    • (2001) Nature Neurosci. , vol.4 , Issue.8 , pp. 845-850
    • Golbym, A.J.1    Gabrieli, J.D.2    Chiao, J.Y.3    Eberhardt, J.L.4
  • 96
    • 84895151533 scopus 로고    scopus 로고
    • Dynamic representations of race: Processing goals shape race decoding in the fusiform gyri
    • C. Kaul, K. G. Ratner, and J. J. Van Bavel, "Dynamic representations of race: Processing goals shape race decoding in the fusiform gyri", Soc. Cogn. Affect. Neurosci., vol. 9, pp. 326-332, 2012.
    • (2012) Soc. Cogn. Affect. Neurosci. , vol.9 , pp. 326-332
    • Kaul, C.1    Ratner, K.G.2    Van Bavel, J.J.3
  • 97
    • 34250305508 scopus 로고    scopus 로고
    • Developmental intergroup theory: Explaining and reducing children's social stereotyping and prejudice
    • R. S. Bigler and L. S. Liben, "Developmental intergroup theory: Explaining and reducing children's social stereotyping and prejudice", Current Direction Psychol. Sci., vol. 16, pp. 162-166, 2007.
    • (2007) Current Direction Psychol. Sci. , vol.16 , pp. 162-166
    • Bigler, R.S.1    Liben, L.S.2
  • 98
    • 79956350074 scopus 로고    scopus 로고
    • Implicit race attitudes predict trustworthiness judgments and economic trust decisions
    • D. A. Stanley, P. Sokol-Hessner, M. R. Banaji, and E. A. Phelps, "Implicit race attitudes predict trustworthiness judgments and economic trust decisions", Proc. Nat. Acad. Sci., vol. 108, no. 19, pp. 7710-7715, 2011.
    • (2011) Proc. Nat. Acad. Sci. , vol.108 , Issue.19 , pp. 7710-7715
    • Stanley, D.A.1    Sokol-Hessner, P.2    Banaji, M.R.3    Phelps, E.A.4
  • 99
    • 68049099216 scopus 로고    scopus 로고
    • Social categorization and stereotyping: How social categorization biases person perception and face memory
    • K. Hugenberg and D. F. Sacco, "Social categorization and stereotyping: How social categorization biases person perception and face memory", Soc. Personality Psychol. Compass, vol. 2, no. 2, pp. 1052-1072, 2008.
    • (2008) Soc. Personality Psychol. Compass , vol.2 , Issue.2 , pp. 1052-1072
    • Hugenberg, K.1    Sacco, D.F.2
  • 100
    • 28944439468 scopus 로고    scopus 로고
    • We all look the same to me, positive emotions eliminate the own-race bias in face recognition
    • K. J. Johnson and B. L. Fredrickson, "We all look the same to me, positive emotions eliminate the own-race bias in face recognition", Psychol. Sci., vol. 16, no. 11, pp. 875-881, 2005.
    • (2005) Psychol. Sci. , vol.16 , Issue.11 , pp. 875-881
    • Johnson, K.J.1    Fredrickson, B.L.2
  • 101
    • 0037044663 scopus 로고    scopus 로고
    • Emotion, cognition, and behavior
    • R. J. Dolan, "Emotion, cognition, and behavior", Science, vol. 298, no. 5596, pp. 1191-1194, 2002.
    • (2002) Science , vol.298 , Issue.5596 , pp. 1191-1194
    • Dolan, R.J.1
  • 102
    • 84860817099 scopus 로고    scopus 로고
    • Facial expressions of emotion are not culturally universal
    • R. E. Jack, O. G. B. Garrod, Y. Hui, R. Caldara, and P. G. Schyns, "Facial expressions of emotion are not culturally universal", Proc. Nat. Acad. Sci., vol. 109, no. 19, pp. 7241-7244, 2012.
    • (2012) Proc. Nat. Acad. Sci. , vol.109 , Issue.19 , pp. 7241-7244
    • Jack, R.E.1    Garrod, O.G.B.2    Hui, Y.3    Caldara, R.4    Schyns, P.G.5
  • 103
    • 34548813611 scopus 로고    scopus 로고
    • Applying the attractor field model to social cognition: Perceptual discrimination is facilitated, but memory is impaired for faces displaying evaluatively congruent expressions
    • O. Corneille, K. Hugenberg, and P. Timothy, "Applying the attractor field model to social cognition: Perceptual discrimination is facilitated, but memory is impaired for faces displaying evaluatively congruent expressions", J. Personality Soc. Psychol., vol. 93, no. 3, pp. 335-352, 2007.
    • (2007) J. Personality Soc. Psychol. , vol.93 , Issue.3 , pp. 335-352
    • Corneille, O.1    Hugenberg, K.2    Timothy, P.3
  • 104
    • 54249143072 scopus 로고    scopus 로고
    • Virtual human technology: Capturing sex, race, and age influences in individual pain decision policies
    • A. T. Hirsh, A. F. Alqudah, L. A. Stutts, and M. E. Robinson, "Virtual human technology: Capturing sex, race, and age influences in individual pain decision policies", Pain, vol. 140, pp. 231-238, 2009.
    • (2009) Pain , vol.140 , pp. 231-238
    • Hirsh, A.T.1    Alqudah, A.F.2    Stutts, L.A.3    Robinson, M.E.4
  • 105
    • 56349162645 scopus 로고    scopus 로고
    • Can low level image differences account for the ability of human observers to discriminate facial identity?
    • D. A. Wilbraham, J. C. Christensen, A. M. Martinez, and J. T. Todd, "Can low level image differences account for the ability of human observers to discriminate facial identity?" J. Vis., vol. 8, no. 15, p. 5, 2008.
    • (2008) J. Vis. , vol.8 , Issue.15 , pp. 5
    • Wilbraham, D.A.1    Christensen, J.C.2    Martinez, A.M.3    Todd, J.T.4
  • 106
    • 0024233530 scopus 로고
    • Looking at faces: First-order and second-order features as determinants of facial appearance
    • G. Rhodes, "Looking at faces: First-order and second-order features as determinants of facial appearance", Perception, vol. 17, pp. 43-63, 1988.
    • (1988) Perception , vol.17 , pp. 43-63
    • Rhodes, G.1
  • 108
    • 0027561417 scopus 로고
    • Lowdimensional representation of faces in higher dimensions of the face space
    • A. J. Otoole, H. Abdi, K. A. Deffenbacher, and D. Valentin, "Lowdimensional representation of faces in higher dimensions of the face space", J. Opt. Soc. Amer. A, vol. 10, pp. 405-410, 1993.
    • (1993) J. Opt. Soc. Amer. A , vol.10 , pp. 405-410
    • Otoole, A.J.1    Abdi, H.2    Deffenbacher, K.A.3    Valentin, D.4
  • 110
    • 0028212272 scopus 로고
    • Structural aspects of face recognition and the other-race effect
    • A. J. Otoole, K. A. Deffenbacher, H. Abdi, and J. C. Bartlett, "Structural aspects of face recognition and the other-race effect", Memory Cogn., vol. 22, no. 2, pp. 208-224, 1994.
    • (1994) Memory Cogn. , vol.22 , Issue.2 , pp. 208-224
    • Otoole, A.J.1    Deffenbacher, K.A.2    Abdi, H.3    Bartlett, J.C.4
  • 111
    • 78650220464 scopus 로고    scopus 로고
    • Neural correlates of ownand other-race face perception: Spatial and temporal response differences
    • V. Natu, D. Raboy, and A. J. O'Toole, "Neural correlates of ownand other-race face perception: Spatial and temporal response differences", Neuroimage, vol. 54, no. 3, pp. 2547-2555, 2011.
    • (2011) Neuroimage , vol.54 , Issue.3 , pp. 2547-2555
    • Natu, V.1    Raboy, D.2    O'Toole, A.J.3
  • 112
  • 113
    • 84908703436 scopus 로고    scopus 로고
    • Arabic race classification of face images
    • A. Ahmad, A. Ashraf, and A. S. Walid, "Arabic race classification of face images", Int. J. Comput. Technol., vol. 4, no. 2, pp. 234-239, 2013.
    • (2013) Int. J. Comput. Technol. , vol.4 , Issue.2 , pp. 234-239
    • Ahmad, A.1    Ashraf, A.2    Walid, A.S.3
  • 114
    • 34547195896 scopus 로고    scopus 로고
    • Face hallucination: Theory and practice
    • C. Liu, H. Y. Shum, and W. T. Freeman, "Face hallucination: Theory and practice", Int. J. Comput. Vis., vol. 75, no. 1, pp. 115-134, 2007.
    • (2007) Int. J. Comput. Vis. , vol.75 , Issue.1 , pp. 115-134
    • Liu, C.1    Shum, H.Y.2    Freeman, W.T.3
  • 118
  • 119
    • 84867826905 scopus 로고    scopus 로고
    • Gender and ethnicity specific generic elastic models from a single 2D image for novel 2D pose face synthesis and recognition
    • Dec.
    • J. Heo and S. Marios, "Gender and ethnicity specific generic elastic models from a single 2D image for novel 2D pose face synthesis and recognition", IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 12, pp. 2341-2350, Dec. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.12 , pp. 2341-2350
    • Heo, J.1    Marios, S.2
  • 120
    • 79952408210 scopus 로고    scopus 로고
    • Facial part displacement effect on template-based gender and ethnicity classification
    • F. S. Manesh, M. Ghahramani, and Y. P. Tan, "Facial part displacement effect on template-based gender and ethnicity classification", in Proc. IEEE Conf. Control Autom. Robot. Vis., 2010, pp. 1644-1649.
    • (2010) Proc. IEEE Conf. Control Autom. Robot. Vis. , pp. 1644-1649
    • Manesh, F.S.1    Ghahramani, M.2    Tan, Y.P.3
  • 122
    • 80054743864 scopus 로고    scopus 로고
    • Spiking neural networks based cortex like mechanism: A case study for facial expression recognition
    • S. Y. Fu, G. S. Yang, and Z. G. Hou, "Spiking neural networks based cortex like mechanism: A case study for facial expression recognition", in Proc. IEEE Int. Joint Conf. Neural Netw., 2011, pp. 1637-1642.
    • (2011) Proc. IEEE Int. Joint Conf. Neural Netw. , pp. 1637-1642
    • Fu, S.Y.1    Yang, G.S.2    Hou, Z.G.3
  • 123
    • 84868570586 scopus 로고    scopus 로고
    • Race classification from face images using local descriptors
    • G. Muhammad, M. Hussain, and F. Alenezy, "Race classification from face images using local descriptors", Int. J. Artif. Intell. Tools, vol. 21, no. 5, pp. 1-24, 2012.
    • (2012) Int. J. Artif. Intell. Tools , vol.21 , Issue.5 , pp. 1-24
    • Muhammad, G.1    Hussain, M.2    Alenezy, F.3
  • 125
    • 84908664922 scopus 로고    scopus 로고
    • Fusing local binary patterns with wavelet features for ethnicity identification
    • S. H. Salah, H. Du, and N. Al-Jawad, "Fusing local binary patterns with wavelet features for ethnicity identification", in Proc. IEEE Int. Conf. Signal Image Process., 2013, vol. 21, no. 5, pp. 416-422.
    • (2013) Proc. IEEE Int. Conf. Signal Image Process. , vol.21 , Issue.5 , pp. 416-422
    • Salah, S.H.1    Du, H.2    Al-Jawad, N.3
  • 126
    • 56749159833 scopus 로고    scopus 로고
    • Training hierarchical feed-forward visual recognition models using transfer learning from pseudo-tasks
    • A. Ahmed, K. Yu, W. Xu, Y. Gong, and E. Xing, "Training hierarchical feed-forward visual recognition models using transfer learning from pseudo-tasks", in Proc. Eur. Conf. Comput. Vis., 2008, pp. 69-82.
    • (2008) Proc. Eur. Conf. Comput. Vis. , pp. 69-82
    • Ahmed, A.1    Yu, K.2    Xu, W.3    Gong, Y.4    Xing, E.5
  • 127
    • 80052006840 scopus 로고    scopus 로고
    • Describable visual attributes for face verification and image search
    • Oct.
    • N. Kumar, A. Berg, P. Belhumeur, and S. Nayar, "Describable visual attributes for face verification and image search", IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 10, pp. 1962-1977, Oct. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.10 , pp. 1962-1977
    • Kumar, N.1    Berg, A.2    Belhumeur, P.3    Nayar, S.4
  • 128
    • 84887356895 scopus 로고    scopus 로고
    • POOF: Part-based one-vs-one features for fine-grained categorization, face verification, and attribution estimation
    • T. Berg and P. N. Belhumeur, "POOF: Part-based one-vs-one features for fine-grained categorization, face verification, and attribution estimation", in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2013, pp. 955-962.
    • (2013) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 955-962
    • Berg, T.1    Belhumeur, P.N.2
  • 131
    • 33947369065 scopus 로고    scopus 로고
    • Face recognition by humans: Nineteen results all computer vision researchers should know about
    • Nov.
    • P. Sinha, B. Balas, Y. Ostrovsky, and R. Russell, "Face recognition by humans: Nineteen results all computer vision researchers should know about", Proc. IEEE, vol. 94, no. 11, pp. 1948-1962, Nov. 2006.
    • (2006) Proc. IEEE , vol.94 , Issue.11 , pp. 1948-1962
    • Sinha, P.1    Balas, B.2    Ostrovsky, Y.3    Russell, R.4
  • 134
    • 33744949965 scopus 로고    scopus 로고
    • Global texture analysis of iris images for ethnic classification
    • X. C. Qiu, Z. N. Sun, and T. N. Tan, "Global texture analysis of iris images for ethnic classification", in Proc. Int. Conf. Adv. Biometrics, 2005, pp. 411-418.
    • (2005) Proc. Int. Conf. Adv. Biometrics , pp. 411-418
    • Qiu, X.C.1    Sun, Z.N.2    Tan, T.N.3
  • 135
    • 48149111866 scopus 로고    scopus 로고
    • Learning appearance primitives of iris images for ethnic classification
    • X. C. Qiu, Z. N. Sun, and T. N. Tan, "Learning appearance primitives of iris images for ethnic classification", in Proc. IEEE Int. Conf. Image Process., 2007, pp. 405-408.
    • (2007) Proc. IEEE Int. Conf. Image Process. , pp. 405-408
    • Qiu, X.C.1    Sun, Z.N.2    Tan, T.N.3
  • 136
    • 84873594103 scopus 로고    scopus 로고
    • Artificial neural network for prediction of ethnicity based on iris texture
    • A. Zarei and D. Mou, "Artificial neural network for prediction of ethnicity based on iris texture", in Proc. 11th Int. Conf. Mach. Learn. Appl., 2012, vol. 1, pp. 514-519.
    • (2012) Proc. 11th Int. Conf. Mach. Learn. Appl. , vol.1 , pp. 514-519
    • Zarei, A.1    Mou, D.2
  • 141
    • 80955159706 scopus 로고    scopus 로고
    • Useful features for human verification in near-infrared periocular images
    • K. Hollingsworth, K. W. Bowyer, and P. J. Flynn, "Useful features for human verification in near-infrared periocular images", Image Vis. Comput., vol. 29, pp. 707-715, 2012.
    • (2012) Image Vis. Comput. , vol.29 , pp. 707-715
    • Hollingsworth, K.1    Bowyer, K.W.2    Flynn, P.J.3
  • 145
    • 0033352967 scopus 로고    scopus 로고
    • Gender and ethnic classification of human faces using hybrid classifiers
    • S. Gutta and H. Wechsler, "Gender and ethnic classification of human faces using hybrid classifiers", in Proc. IEEE Int. Joint Conf. Neural Netw., vol. 6, pp. 4084-4089, 1999.
    • (1999) Proc. IEEE Int. Joint Conf. Neural Netw. , vol.6 , pp. 4084-4089
    • Gutta, S.1    Wechsler, H.2
  • 146
    • 0034229698 scopus 로고    scopus 로고
    • Mixture of experts for classification of gender, ethnic origin, and pose of human faces
    • Jul
    • S. Gutta and H. Wechsler, "Mixture of experts for classification of gender, ethnic origin, and pose of human faces", IEEE Trans. Neural Netw., vol. 11, no. 4, pp. 948-960, Jul. 2000.
    • (2000) IEEE Trans. Neural Netw. , vol.11 , Issue.4 , pp. 948-960
    • Gutta, S.1    Wechsler, H.2
  • 152
    • 33744956118 scopus 로고    scopus 로고
    • Multimodal facial gender and ethnicity identification
    • X. Lu, H. Chen, and A. K. Jain, "Multimodal facial gender and ethnicity identification", in Proc. IEEE Int. Conf. Biometrics, pp. 554-561, 2006.
    • (2006) Proc. IEEE Int. Conf. Biometrics , pp. 554-561
    • Lu, X.1    Chen, H.2    Jain, A.K.3
  • 153
    • 77953293961 scopus 로고    scopus 로고
    • Ethnicity- and gender-based subject retrieval using 3-D face-recognition techniques
    • G. Toderici, S. M. O'Malley, G. Passalis, T. Theoharis, and I. A. Kakadiaris, "Ethnicity- and gender-based subject retrieval using 3-D face-recognition techniques", Int. J. Comput. Vis., vol. 89, no. 2, pp. 382-391, 2010.
    • (2010) Int. J. Comput. Vis. , vol.89 , Issue.2 , pp. 382-391
    • Toderici, G.1    O'Malley, S.M.2    Passalis, G.3    Theoharis, T.4    Kakadiaris, I.A.5
  • 154
  • 156
    • 33646708978 scopus 로고    scopus 로고
    • Characterizing human shape variation using 3d anthropometric data
    • Z. B. Azouz, M. Rioux, C. Shu, and R. Lepage, "Characterizing human shape variation using 3d anthropometric data", Vis. Comput., vol. 22, no. 5, pp. 302-314, 2006.
    • (2006) Vis. Comput. , vol.22 , Issue.5 , pp. 302-314
    • Azouz, Z.B.1    Rioux, M.2    Shu, C.3    Lepage, R.4
  • 157
  • 158
    • 84863625895 scopus 로고    scopus 로고
    • Distinguishing facial features for ethnicity-based 3D face recognition
    • May
    • S. Berretti, A. D. Bimbo, and P. Pala, "Distinguishing facial features for ethnicity-based 3D face recognition", ACM Trans. Intell. Syst. Technol., vol. 3, no. 3, p. 45, May 2012.
    • (2012) ACM Trans. Intell. Syst. Technol. , vol.3 , Issue.3 , pp. 45
    • Berretti, S.1    Bimbo, A.D.2    Pala, P.3
  • 159
    • 78149283945 scopus 로고    scopus 로고
    • Anthropometric 3D face recognition
    • S. Gupta, M. K. Markey, and A. C. Bovik, "Anthropometric 3D face recognition", Int. J. Comput. Vis., vol. 90, no. 3, pp. 331-349, 2010.
    • (2010) Int. J. Comput. Vis. , vol.90 , Issue.3 , pp. 331-349
    • Gupta, S.1    Markey, M.K.2    Bovik, A.C.3
  • 163
    • 77952957077 scopus 로고    scopus 로고
    • Performing content-based retrieval of humans using gait biometrics
    • S. Samangooei and M. S. Nixon, "Performing content-based retrieval of humans using gait biometrics", Multimedia Tools Appl., vol. 49, no. 1, pp. 195-212, 2010.
    • (2010) Multimedia Tools Appl. , vol.49 , Issue.1 , pp. 195-212
    • Samangooei, S.1    Nixon, M.S.2
  • 164
    • 84871386478 scopus 로고    scopus 로고
    • Ethnicity classification based on a hierarchical fusion
    • D. Zhang, Y. H. Wang, and Z. X. Zhang, "Ethnicity classification based on a hierarchical fusion", Biometric Recog., vol. 7701, pp. 300-307, 2012.
    • (2012) Biometric Recog. , vol.7701 , pp. 300-307
    • Zhang, D.1    Wang, Y.H.2    Zhang, Z.X.3
  • 165
    • 77951953985 scopus 로고    scopus 로고
    • Gender and ethnicity identification from silhouetted face profiles
    • U. Tariq, Y. Hu, and T. S. Huang, "Gender and ethnicity identification from silhouetted face profiles", in Proc. IEEE Int. Conf. Image Process., 2009, pp. 2441-2444.
    • (2009) Proc. IEEE Int. Conf. Image Process. , pp. 2441-2444
    • Tariq, U.1    Hu, Y.2    Huang, T.S.3
  • 167
    • 68549133155 scopus 로고    scopus 로고
    • Learning from imbalanced data
    • Sept.
    • H. He and E. A. Garcia, "Learning from imbalanced data", IEEE Trans. Knowl. Data Eng., vol. 21, no. 9, pp. 1263-1284, Sept. 2009.
    • (2009) IEEE Trans. Knowl. Data Eng. , vol.21 , Issue.9 , pp. 1263-1284
    • He, H.1    Garcia, E.A.2
  • 168
    • 57849152455 scopus 로고    scopus 로고
    • Gender recognition based on fusion on face and gait information
    • D. Zhang and Y. H. Wang, "Gender recognition based on fusion on face and gait information", in Proc. IEEE Int. Conf. Mach. Learn. Cybern., 2008, vol. 1, pp. 62-67.
    • (2008) Proc. IEEE Int. Conf. Mach. Learn. Cybern. , vol.1 , pp. 62-67
    • Zhang, D.1    Wang, Y.H.2
  • 171
    • 10044235469 scopus 로고    scopus 로고
    • Facial image retrieval based on demographic classification
    • B. Wu, H. Z. Ai, and C. Huang, "Facial image retrieval based on demographic classification", in Proc. IEEE Int. Conf. Pattern Recog., 2004, vol. 3, pp. 914-917.
    • (2004) Proc. IEEE Int. Conf. Pattern Recog. , vol.3 , pp. 914-917
    • Wu, B.1    Ai, H.Z.2    Huang, C.3
  • 174
    • 84870170141 scopus 로고    scopus 로고
    • A spiking neural network based cortex-like mechanism and application to facial expression recognition
    • S. Y. Fu, G. S. Yang, and X. K. Kuai, "A spiking neural network based cortex-like mechanism and application to facial expression recognition", Comput. Intell. Neurosci., vol. 7, pp. 19-33, 2012.
    • (2012) Comput. Intell. Neurosci. , vol.7 , pp. 19-33
    • Fu, S.Y.1    Yang, G.S.2    Kuai, X.K.3
  • 175
    • 79953152723 scopus 로고    scopus 로고
    • Report on the evaluation of 2D still-image face recognition algorithms
    • MD, USA, NIST Interagency Rep
    • P. J. Grother, G. W. Quinn, and P. J. Phillips, "Report on the evaluation of 2D still-image face recognition algorithms", NIST, Gaithersburg, MD, USA, NIST Interagency Rep. 7709, 2010.
    • (2010) NIST, Gaithersburg
    • Grother, P.J.1    Quinn, G.W.2    Phillips, P.J.3
  • 176
    • 0003156957 scopus 로고    scopus 로고
    • Feret (face recognition technology) recognition algorithm development and test results
    • MD, USA, Army Res. Lab Tech. Rep
    • P. J. Phillips, P. J. Rauss, and S. Z. Der, "Feret (face recognition technology) recognition algorithm development and test results", Army Res. Lab., Adelphi, MD, USA, Army Res. Lab Tech. Rep. 995, 1996.
    • (1996) Army Res. Lab., Adelphi
    • Phillips, P.J.1    Rauss, P.J.2    Der, S.Z.3
  • 180
    • 34548762004 scopus 로고    scopus 로고
    • Performance evaluation of face recognition algorithms on Korean face database
    • R. C. Roh and S. W. Lee, "Performance evaluation of face recognition algorithms on Korean face database", Int. J. Pattern Recognit. Artif. Intell., vol. 21, no. 6, pp. 1017-1033, 2007.
    • (2007) Int. J. Pattern Recognit. Artif. Intell. , vol.21 , Issue.6 , pp. 1017-1033
    • Roh, R.C.1    Lee, S.W.2
  • 182
    • 84870980248 scopus 로고    scopus 로고
    • JAFEE dataset [Online]. Available: http://www.kasrl.org/jaffe. html
    • JAFEE Dataset
  • 183
    • 84908666294 scopus 로고    scopus 로고
    • CAFE dataset [Online]. Available: http://cseweb.ucsd.edu/users/gary/CAFE
    • CAFE Dataset
  • 184
    • 84908697413 scopus 로고    scopus 로고
    • FRGC face dataset [Online]. Available: http://face.nist.gov/frgc
    • FRGC Face Dataset
  • 185
    • 0347380229 scopus 로고    scopus 로고
    • The CMU pose, illumination, and expression database
    • Dec.
    • T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression database", IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 12, pp. 1615-1618, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 186
    • 67650668039 scopus 로고    scopus 로고
    • A high-resolution 3D dynamic facial expression database
    • Sept. 17-19
    • L. Yin, X. Chen, Y. Sun, T. Worm, M. Reale. (2008, Sept. 17-19), "A high-resolution 3D dynamic facial expression database", Proc. Int. Conf. Automat. Face Gesture Recog., pp. 1-6. [Online]. Available: http://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE-Analysis.html
    • (2008) Proc. Int. Conf. Automat. Face Gesture Recog. , pp. 1-6
    • Yin, L.1    Chen, X.2    Sun, Y.3    Worm, T.4    Reale, M.5
  • 187
    • 84908703162 scopus 로고    scopus 로고
    • Cohn-kanade database [Online]. Available: http://www.pitt. edu/~emotion/ck-spread.htm
    • Cohn-kanade Database
  • 188
    • 84908697412 scopus 로고    scopus 로고
    • Cohn-Kanada dataset+ [Online]. Available: http://www.pitt. edu/~emotion/ck-spread.htm
    • Cohn-Kanada Dataset+
  • 191
    • 66349137128 scopus 로고    scopus 로고
    • Indian face database [Online]. Available: http://vis-www.cs. umass.edu/~vidit/IndianFaceDatabase
    • Indian Face Database
  • 192
    • 84908697410 scopus 로고    scopus 로고
    • FEI dataset [Online]. Available: http://fei.edu.br/~cet/facedatabase.html
    • FEI Dataset
  • 195
    • 84890716573 scopus 로고    scopus 로고
    • FaceGen Modeller [Online]. Available: www.facegen. com/modeller.htm
    • FaceGen Modeller
  • 196
    • 79251643402 scopus 로고    scopus 로고
    • FACSGen: A tool to synthesize emotional facial expressions through systematic manipulation of facial action units
    • E. B. Roesch, T. Lucas, R. Lionel, G Didier, S. David and S. R. Klaus, "FACSGen: A tool to synthesize emotional facial expressions through systematic manipulation of facial action units", J. Nonverbal Behavior, vol. 35, no. 1, pp. 1-16, 2011.
    • (2011) J. Nonverbal Behavior , vol.35 , Issue.1 , pp. 1-16
    • Roesch, E.B.1    Lucas, T.2    Lionel, R.3    Didier, G.4    David, S.5    Klaus, S.R.6
  • 197
    • 79251643402 scopus 로고    scopus 로고
    • Facsgen: A tool to synthesize emotional facial expressions through systematic manipulation of facial action units
    • E. B. Roesch, L. Tamarit, L. Ramd D. Grandjean, D. Sander, and K. R. Scherer, "Facsgen: A tool to synthesize emotional facial expressions through systematic manipulation of facial action units", Int. J. Nonverbal Behav., vol. 35, no. 1, pp. 1-16, 2011.
    • (2011) Int. J. Nonverbal Behav. , vol.35 , Issue.1 , pp. 1-16
    • Roesch, E.B.1    Tamarit, L.2    Ramd, L.3    Grandjean, D.4    Sander, D.5    Scherer, K.R.6
  • 201
    • 20844455524 scopus 로고    scopus 로고
    • Enabling video privacy through computer vision
    • May/Jun
    • A. Senior, S. Pankanti, and A. Hampapur, "Enabling video privacy through computer vision", IEEE Security Privacy, vol. 3, no. 3, pp. 50-57, May/Jun. 2005.
    • (2005) IEEE Security Privacy , vol.3 , Issue.3 , pp. 50-57
    • Senior, A.1    Pankanti, S.2    Hampapur, A.3
  • 202
    • 0000374273 scopus 로고
    • The general acceptance of psychological research on eyewitness testimony: A survey of the experts
    • S. M. Kassin, P. C. Ellsworth, and V. L. Smith, "The general acceptance of psychological research on eyewitness testimony: A survey of the experts", Amer. Psychol, vol. 46, pp. 1089-1098, 1989.
    • (1989) Amer. Psychol , vol.46 , pp. 1089-1098
    • Kassin, S.M.1    Ellsworth, P.C.2    Smith, V.L.3
  • 203
    • 0013098550 scopus 로고
    • What do we really know about cross-race eyewitness identification?
    • Hoboken, NJ, USA: Wiley
    • R. C. L. Lindsay and G L. Wells, "What do we really know about cross-race eyewitness identification?", in Evaluating Witness Evidence, Chichester, Hoboken, NJ, USA: Wiley, 1983.
    • (1983) Evaluating Witness Evidence, Chichester
    • Lindsay, R.C.L.1    Wells, G.L.2
  • 204
    • 0000377562 scopus 로고
    • Cross-racial/ethnic eyewitness identification: A field study
    • S. J. Platz and H. M. Hosch, "Cross-racial/ethnic eyewitness identification: A field study", J. Appl. Soc. Psychol, vol. 18, pp. 972-984, 1988.
    • (1988) J. Appl. Soc. Psychol , vol.18 , pp. 972-984
    • Platz, S.J.1    Hosch, H.M.2
  • 206
    • 84893647840 scopus 로고    scopus 로고
    • Interactive evolutionary generation of facial composites for locating suspects in criminal investigations
    • C J. Solomon, S. J. Gibson, and J. J. Mist, "Interactive evolutionary generation of facial composites for locating suspects in criminal investigations", Appl. Soft Comput., vol. 13, no. 7, pp. 3298-3306, 2013.
    • (2013) Appl. Soft Comput. , vol.13 , Issue.7 , pp. 3298-3306
    • Solomon, C.J.1    Gibson, S.J.2    Mist, J.J.3
  • 207
    • 33750217422 scopus 로고    scopus 로고
    • Ph. D. dissertation, School Inform. Syst., Univ. New South Wales, Sydney, Australia
    • V. Evers, "Human-computer interfaces: Designing for culture", Ph. D. dissertation, School Inform. Syst., Univ. New South Wales, Sydney, Australia, 1997.
    • (1997) Human-computer Interfaces: Designing for Culture
    • Evers, V.1
  • 210
    • 13444274605 scopus 로고    scopus 로고
    • Manipulation of non-verbal interaction style and demographic embodiment to increase anthropomorphic computer character credibility
    • A. J. Cowell and K. M. Stanney, "Manipulation of non-verbal interaction style and demographic embodiment to increase anthropomorphic computer character credibility", Int. J. Human-Comput. Studies, vol. 62, no. 2, pp. 281-306, 2005.
    • (2005) Int. J. Human-Comput. Studies , vol.62 , Issue.2 , pp. 281-306
    • Cowell, A.J.1    Stanney, K.M.2
  • 211
    • 34347220871 scopus 로고    scopus 로고
    • Looking at human-computer interface design: Effects of ethnicity in computer agents
    • J. A. Pratt, K. Hauser, Z. Ugray, and O Patterson, "Looking at human-computer interface design: Effects of ethnicity in computer agents", Interacting Comput., vol. 19, no. 4, pp. 512-523, 2007.
    • (2007) Interacting Comput. , vol.19 , Issue.4 , pp. 512-523
    • Pratt, J.A.1    Hauser, K.2    Ugray, Z.3    Patterson, O.4
  • 212
    • 84889805271 scopus 로고    scopus 로고
    • Towards an expressive embodied conversational agent utilizing multi-ethnicity to augment solution focused therapy
    • M. Allison and L. M. Kendrick, "Towards an expressive embodied conversational agent utilizing multi-ethnicity to augment solution focused therapy", in Proc. 26th Int. Florida Artif. Intell. Res. Soc. Conf., 2013, pp. 332-337.
    • (2013) Proc. 26th Int. Florida Artif. Intell. Res. Soc. Conf. , pp. 332-337
    • Allison, M.1    Kendrick, L.M.2
  • 213
    • 33947661397 scopus 로고    scopus 로고
    • Silhouetted face profiles: A new methodology for face perception research
    • N. Davidenko, "Silhouetted face profiles: A new methodology for face perception research", J. Vis., vol. 7, no. 4, pp. 1-17, 2007.
    • (2007) J. Vis. , vol.7 , Issue.4 , pp. 1-17
    • Davidenko, N.1
  • 216
    • 0034704189 scopus 로고    scopus 로고
    • The manifold ways of perception
    • H. S. Seung and D. D. Lee, "The manifold ways of perception", Scienceã. 290, no. 5500, pp. 2268-2269, 2000.
    • (2000) Scienceã , vol.290 , Issue.5500 , pp. 2268-2269
    • Seung, H.S.1    Lee, D.D.2
  • 217
    • 84868620589 scopus 로고    scopus 로고
    • Demographic classification from face videos using manifold learning
    • A. Hadid and M. Pietkainen, "Demographic classification from face videos using manifold learning", Neurocomputing, vol. 100, pp. 197-205, 2011.
    • (2011) Neurocomputing , vol.100 , pp. 197-205
    • Hadid, A.1    Pietkainen, M.2
  • 218
    • 0036837906 scopus 로고    scopus 로고
    • Face recogniton algorithms and the other-race effect: Computational mechanisms for a developmental contact hypothesis
    • N. Furl, P. J. Phillips, and A. J. O'Toole, "Face recogniton algorithms and the other-race effect: Computational mechanisms for a developmental contact hypothesis", Cogn. Sci., vol. 26, pp. 797-815, 2002.
    • (2002) Cogn. Sci. , vol.26 , pp. 797-815
    • Furl, N.1    Phillips, P.J.2    O'Toole, A.J.3
  • 219
    • 0037111647 scopus 로고    scopus 로고
    • Empath: A neural network that categorizes facial expressions
    • M. N. Dailey, G W. Cottrell, C. Padgett, and R. Adolphs, "Empath: A neural network that categorizes facial expressions", J. Cogn. Neurosci., vol, vol. 14, no. 8, pp. 1158-1173, 2002.
    • (2002) J. Cogn. Neurosci. , vol.14 , Issue.8 , pp. 1158-1173
    • Dailey, M.N.1    Cottrell, G.W.2    Padgett, C.3    Adolphs, R.4
  • 221
    • 1942442487 scopus 로고    scopus 로고
    • Ethnic categorisation of faces is not independent of face identity
    • R. Bruyer, S. Leclere, and P. Quinet, "Ethnic categorisation of faces is not independent of face identity", Perception, vol. 33, no. 2, pp. 169-180, 2004.
    • (2004) Perception , vol.33 , Issue.2 , pp. 169-180
    • Bruyer, R.1    Leclere, S.2    Quinet, P.3
  • 223
    • 84870850950 scopus 로고    scopus 로고
    • Face age and sex modulate the other race effect in face recognition
    • J. Wallies, O V. Lipp, and E. J. Vanman, "Face age and sex modulate the other race effect in face recognition", Attention, Perception Psychophys., vol. 74, no. 8, pp. 1712-1721, 2012.
    • (2012) Attention, Perception Psychophys. , vol.74 , Issue.8 , pp. 1712-1721
    • Wallies, J.1    Lipp, O.V.2    Vanman, E.J.3
  • 224
  • 225
    • 0035225657 scopus 로고    scopus 로고
    • An 'other-race effect' in age estimation from faces
    • H. Dehon and S. Bredart, "An 'other-race effect' in age estimation from faces", Perception, vol. 30, pp. 1107-1113, 2001.
    • (2001) Perception , vol.30 , pp. 1107-1113
    • Dehon, H.1    Bredart, S.2
  • 226
    • 77958457236 scopus 로고    scopus 로고
    • Emotion processing and the amygdala: From a 'low road' to 'many roads' of evaluating biological significance
    • L. Pessoa and R. Adolphs, "Emotion processing and the amygdala: From a 'low road' to 'many roads' of evaluating biological significance", Nature Rev. Neurosci., vol. 11, no. 11, pp. 773-783, 2010.
    • (2010) Nature Rev. Neurosci. , vol.11 , Issue.11 , pp. 773-783
    • Pessoa, L.1    Adolphs, R.2
  • 227
    • 1842782543 scopus 로고    scopus 로고
    • Visual object understanding
    • T. J. Palmeri and I. Gauthier, "Visual object understanding", Nature Rev. Neurosci., vol. 5, no. 4, pp. 291-303, 2004.
    • (2004) Nature Rev. Neurosci. , vol.5 , Issue.4 , pp. 291-303
    • Palmeri, T.J.1    Gauthier, I.2
  • 229
    • 0002263996 scopus 로고
    • Convolutional networks for images speech, time-series
    • Cambridge, MA, USA: MIT Press
    • Y. LeCun and Y. Bengio, "Convolutional networks for images speech, time-series", in The Handbook of Brain Theory and Neural Networks. Cambridge, MA, USA: MIT Press, 1995.
    • (1995) The Handbook of Brain Theory and Neural Networks
    • LeCun, Y.1    Bengio, Y.2
  • 231
    • 84908697406 scopus 로고    scopus 로고
    • Models of visual cortex
    • T. Poggio and T. Serre, "Models of visual cortex", Scholarpedia, vol. 8, no. 4, p. 3516, 2013.
    • (2013) Scholarpedia , vol.8 , Issue.4 , pp. 3516
    • Poggio, T.1    Serre, T.2
  • 232
    • 68949200185 scopus 로고    scopus 로고
    • Deficits in cross-race face learning: Insights from eye movements and pupillometry
    • S. D. Goldinger, Y. He, and M. H. Papes, "Deficits in cross-race face learning: Insights from eye movements and pupillometry", J. Exp. Psychol: Learn., Memory, Cogn., vol. 35, pp. 1105-1122, 2009.
    • (2009) J. Exp. Psychol: Learn., Memory, Cogn. , vol.35 , pp. 1105-1122
    • Goldinger, S.D.1    He, Y.2    Papes, M.H.3
  • 233
    • 48749083765 scopus 로고    scopus 로고
    • Attending to threat: Race-based patterns of selective attention
    • S. Trawalter, A. R. Todd, and A. A. Baird, "Attending to threat: Race-based patterns of selective attention", J. Exp. Soc. Psychol, vol. 44, no. 5, pp. 1322-1327, 2008.
    • (2008) J. Exp. Soc. Psychol , vol.44 , Issue.5 , pp. 1322-1327
    • Trawalter, S.1    Todd, A.R.2    Baird, A.A.3
  • 234
    • 22344432864 scopus 로고    scopus 로고
    • Eyetracking and selective attention in category learning
    • B. Rehder and A. B. Hoffman, "Eyetracking and selective attention in category learning", Cogn. Psychol, vol. 51, no. 1, pp. 1-41, 2005.
    • (2005) Cogn. Psychol , vol.51 , Issue.1 , pp. 1-41
    • Rehder, B.1    Hoffman, A.B.2
  • 235
    • 84908703494 scopus 로고    scopus 로고
    • What gives a face its ethnicity?
    • I. Bulthoff, "What gives a face its ethnicity?" J. Vis., vol. 12, no. 9, p. 1282, 2012.
    • (2012) J. Vis. , vol.12 , Issue.9 , pp. 1282
    • Bulthoff, I.1
  • 236
    • 0032204063 scopus 로고    scopus 로고
    • A model of saliency-based visual attention for rapid scene analysis
    • Nov.
    • L. Itti, C. Koch, and E. Niebur, "A model of saliency-based visual attention for rapid scene analysis", IEEE Trans. Pattern Anal. Mach. Intell, vol. 20, no. 11, pp. 1254-1259, Nov. 1998.
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 237
    • 0035286497 scopus 로고    scopus 로고
    • Computational modelling of visual attention
    • L. Itti and C. Koch, "Computational modelling of visual attention", Nature Rev. Neurosci., vol. 2, no. 3, pp. 194-203, 2001.
    • (2001) Nature Rev. Neurosci. , vol.2 , Issue.3 , pp. 194-203
    • Itti, L.1    Koch, C.2
  • 238
    • 84870220894 scopus 로고    scopus 로고
    • State-of-the-art in visual attention modeling
    • Jan.
    • A. Borji and L. Itti, "State-of-the-art in visual attention modeling", IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 1, pp. 185-207, Jan. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.1 , pp. 185-207
    • Borji, A.1    Itti, L.2
  • 239
    • 82655178029 scopus 로고    scopus 로고
    • Natural ambiguities: Racial categorization of multiracial individuals
    • J. M. Chen and D. L. Hamilton, "Natural ambiguities: Racial categorization of multiracial individuals", J. Exp. Soc. Psychol., vol. 48, no. 1, pp. 152-164, 2012.
    • (2012) J. Exp. Soc. Psychol. , vol.48 , Issue.1 , pp. 152-164
    • Chen, J.M.1    Hamilton, D.L.2
  • 240
    • 79952098228 scopus 로고    scopus 로고
    • Evidence for hypodescent and racial hierarchy in the categorization and perception of biracial individuals
    • A. K. Ho, J. Sidanius, D. T. Levin, and M. R. Banaji, "Evidence for hypodescent and racial hierarchy in the categorization and perception of biracial individuals", J. Personality Soc. Psychol., vol. 100, no. 3, pp. 492-506, 2011.
    • (2011) J. Personality Soc. Psychol. , vol.100 , Issue.3 , pp. 492-506
    • Ho, A.K.1    Sidanius, J.2    Levin, D.T.3    Banaji, M.R.4
  • 242
    • 0024606506 scopus 로고
    • Can computers cope with human races?
    • Earnest, Les. "Can computers cope with human races?." Communications of the ACM 32. 2 (1989): pp. 173-182.
    • (1989) Communications of the ACM , vol.32 , Issue.2 , pp. 173-182
    • Earnest, L.1
  • 243
    • 67549133325 scopus 로고    scopus 로고
    • Registration of 3D face scans with average face models
    • A. Salah, N. Alyüz, and L. Akarun, "Registration of 3D face scans with average face models", J. Electronic Imaging, vol. 17, no. 1, pp. 011006-1-011006-14, 2008.
    • (2008) J. Electronic Imaging , vol.17 , Issue.1 , pp. 0110061-01100614
    • Salah, A.1    Alyüz, N.2    Akarun, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.