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SECTION I: NEURAL AND COMPUTATIONAL APPROACHES TO OWN- AND OTHER-RACE FACE PROCESSING

Developing race categories in infancy via Bayesian face recognition

Pages 1138-1164 | Received 24 Jan 2013, Accepted 24 Apr 2013, Published online: 28 May 2013

REFERENCES

  • Anzures, G., Quinn, P. C., Pascalis, O., Slater, A., & Lee, K. (2010). Categorization, categorical perception, and asymmetry in infants’ perception of face race. Developmental Science, 13, 553–564. doi:10.1111/j.1467-7687.2009.00900.x
  • Anzures, G., Wheeler, A., Quinn, P. C., Pascalis, O., Slater, A. M., Heron-Delaney, M., … Lee, K. (2012). Brief daily exposures to Asian females reverses perceptual narrowing for Asian faces in Caucasian infants. Journal of Experimental Child Psychology, 101, 124–136.
  • Armann, R., Jeffery, L., Calder, A. J., & Rhodes, G. (2011). Race-specific norms for coding face identity and a functional role for norms. Journal of Vision, 11, 1–14. doi:10.1167/11.13.9
  • Balas, B. (2010). Using innate visual biases to guide face learning in natural scenes: A computational investigation. Developmental Science, 13, 469–478. doi:10.1111/j.1467-7687.2009.00901.x
  • Balas, B. (2012). Bayesian face recognition and perceptual narrowing. Developmental Science, 15, 579–588. doi:10.1111/j.1467-7687.2012.01154.x
  • Balas, B. J., & Sinha, P. (2008). Observed object motion induces increased generalization and sensitivity. Perception, 37, 1160–1174. doi:10.1068/p6000
  • Bar-Haim, Y., Ziv, T., Lamy, D., & Hodes, R. M. (2006). Nature and nurture in ownrace face processing. Psychological Science, 17, 159–163. doi:10.1111/j.1467-9280.2006.01679.x
  • Beauchemin, M., Gonzalez-Frankenberger, B., Tremblay, J., Vannasing, P., Martinez-Mones, E., Belin, P., … Lassonde, M. (2011). Mother and stranger: An electrophysiological study of voice processing in newborns. Cerebral Cortex, 21, 1705–1711. doi:10.1093/cercor/bhq242
  • Bolme, D., Beveridge, R., Teixeira, M., & Draper, B. (2003). The CSU face identification evaluation system: Its purpose, features and structure. In International conference on Vision Systems (pp. 304–311). Graz, Austria: Springer-Verlag.
  • Caldara, R., & Abdi, H. (2006). Simulating the other-race effect with autoassociative neural networks: Further evidence in favor of the face-space model. Perception, 35, 659–670. doi:10.1068/p5360
  • Cox, D. D., Meier, P., Oertelt, N., & DiCarlo, J. J. (2005). “Breaking” position-invariant object recognition. Nature Neuroscience, 8, 1145–1147. doi:10.1038/nn1519
  • Dahl, C. D., Rasch, M. J., Tomonaga, M., & Adachi, I. (2013). Developmental processes in face perception. Scientific Reports, 3, 1–6. doi:10.1038/srep01044
  • Degutis, J., DeNicola, C., Zink, T., McGlinchey, R., & Milberg, W. (2011). Training with own-race faces can improve processing of other-race faces: Evidence from developmental prosopagnosia. Neuropsychologia, 49, 2505–2513. doi:10.1016/j.neuropsychologia.2011.04.031
  • de Heering, A., de Liedekerke, C., Deboni, M., & Rossion, B. (2010). The role of experience during childhood in shaping the other-race effect. Developmental Science, 13, 181–187. doi:10.1111/j.1467-7687.2009.00876.x
  • Fantz, R. L. (1964). Visual experience in infants: Decreased attention to familiar patterns relative to novel ones. Science, 146, 668–670. doi:10.1126/science.146.3644.668
  • Freedland, R. L., & Dannemiller, J. L. (1996). Nonlinear pattern vision processes in early infancy. Infant Behavior and Development, 19, 21–32. doi:10.1016/S0163-6383(96)90041-7
  • Furl, N., Phillips, P. J., & O'Toole, A. J. (2002). Face recognition algorithms and the other-race effect: Computational mechanisms for a developmental contact hypothesis. Cognitive Science, 26, 797–815. doi:10.1207/s15516709cog2606_4
  • Ge, L., Zhang, H., Wang, Z., Pascalis, O., Quinn, P. C., Kelly, D., … Lee, K. (2009). Two faces of the other-race effect: Recognition and categorization of Caucasian and Chinese faces. Perception, 38, 1199–1210. doi:10.1068/p6136
  • Goren, C. C., Sarty, M., & Wu, P. Y. (1975). Visual following and pattern discrimination of face-like stimuli by newborn infants. Pediatrics, 56, 544–549.
  • Hancock, P. J. B., Burton, A. M., & Bruce, V. (1996). Face processing: Human and perception and principal components analysis. Memory and Cognition, 24, 21–40.
  • Haque, A., & Cottrell, G. W. (2005). Modeling the other-race advantage with PCA. Proceedings of the 27th Annual Cognitive Science Society Conference, Stresa, Italy. 899–904.
  • Heron-Delaney, M., Anzures, G., Herbert, J. S., Quinn, P. C., Slater, A. M., … Pascalis, O. (2011). Perceptual training prevents the emergence of the other race effect during infancy. PLoS ONE, 6, e19858. doi:10.1371/journal.pone.0019858
  • Humphreys, K., & Johnson, M. (2007). The development of face-space in infancy. Visual Cognition, 15, 578–598. doi:10.1080/13506280600943518
  • Kellman, P. J., & Arterberry, M. E. (2007). Infant visual perception. In D. Kuhn, R. S. Siegler, W. Damon & R. M. Lerner (Eds.), Handbook of child psychology (pp. 109–160). Hoboken, NJ: John Wiley & Sons.
  • Kelly, D. J., Liu, S., Lee, K., Quinn, P. C., Pascalis, O., & Slater, A. M. (2009). Development of the other-race effect in infancy: Evidence towards universality? Journal of Experimental Child Psychology, 104, 105–114. doi:10.1016/j.jecp.2009.01.006
  • Kelly, D. J., Quinn, P. C., Slater, A. M., Lee, K., Ge, L., & Pascalis, O. (2007). The other-race effect develops during infancy: Evidence of perceptual narrowing. Psychological Science, 18, 1084–1089. doi:10.1111/j.1467-9280.2007.02029.x
  • Kelly, D. J., Quinn, P. C., Slater, A. M., Lee, K., Gibson, A., Smith, M., … Pascalis, O. (2005). Three-month-olds, but not newborns, prefer own-race faces. Developmental Science, 8, F31–F36. doi:10.1111/j.1467-7687.2005.0434a.x
  • Levin, D. T. (1996). Classifying faces by race: The structure of face categories. Journal of Experimental Psychology: Learning, Memory, and Cognition, 2, 1364–1382. doi:10.1037/0278-7393.22.6.1364
  • Miyashita, Y. (1988). Neuronal correlate of visual associative long-term memory in the primate temporal cortex. Nature, 335, 68–70. doi:10.1038/331068a0
  • Moghaddam, B., Jebara, T., & Pentland, A. (2000). Bayesian face recognition. Pattern Recognition, 33, 1771–1782. doi:10.1016/S0031-3203(99)00179-X
  • Nelson, C. A. (2001). The development and neural bases of face recognition. Infant and Child Development, 10, 3–18. doi:10.1002/icd.239
  • O'Toole, A., Abdi, H., Deffenbacher, K. A., & Valentin, D. (1993). Low-dimensional representation of faces in higher dimensions of the face space. Journal of the Optical Society of America, 10A, 405–411.
  • O'Toole, A. J., Deffenbacher, K. A., Abdi, H., & Bartlett, J. C. (1991). Simulation of “other-race effect” as a problem in perceptual learning. Connection Science, 3, 163–178.
  • O'Toole, A. J., Deffenbacher, K. A., Valentin, D., & Abdi, H. (1994). Structural aspects of face recognition and the other-race effect. Memory and Cognition, 22, 208–224. doi:10.3758/BF03208892
  • Papesh, M. H., & Goldinger, S. D. (2010). A multi-dimensional scaling analysis of own- and cross-race face spaces. Cognition, 116, 283–288. doi:10.1016/j.cognition.2010.05.001
  • Paradiso, M. A., Meshi, D., Pisarcik, J., & Levine, S. (2012). Eye movements reset visual perception. Journal of Vision, 12, 1–14. doi:10.1167/12.13.11
  • Pascalis, O., de Haan, M., & Nelson, C. A. (2002). Is face processing species-specific during the first year of life? Science, 296, 1321–1323. doi:10.1126/science.1070223
  • Pascalis, O., Scott, L. S., Kelly, D. J., Shannon, R. W., Nicholson, E., Coleman, M., & Nelson, C. A. (2005). Plasticity of face processing in infancy. Proceedings of the National Academy of Sciences of the USA, 102, 5297–5300. doi:10.1073/pnas.0406627102
  • Phillips, J. P., Weschler, H., Huang, J., & Rauss, P. J. (1998). The FERET database and evaluation procedure for face-recognition algorithms. Image and Vision Computing, 16, 295–306. doi:10.1016/S0262-8856(97)00070-X
  • Quinn, P. C., Eimas, P. D., & Tarr, M. J. (2001). Perceptual categorization of cat and dog silhouettes by 3- to 4-month-old infants. Journal of Experimental Child Psychology, 79, 78–94. doi:10.1006/jecp.2000.2609
  • Rennels, J. L., & Davis, R. E. (2008). Facial experience during the first year. Infant Behavior and Development, 31, 665–678. doi:10.1016/j.infbeh.2008.04.009
  • Sangrigoli, S., Pallier, C., Argenti, A. M., Ventureyra, V. A. G., & de Schonen, S. (2005). Reversibility of the other-race effect in face recognition during childhood. Psychological Science, 16, 440–444.
  • Scott, L. S., & Monesson, A. (2009). The origin of biases in face perception. Psychological Science, 20, 676–680. doi:10.1111/j.1467-9280.2009.02348.x
  • Scott, L. S., Pascalis, O., & Nelson, C. A. (2007). A domain-general theory of the development of perceptual discrimination. Current Directions in Psychological Science, 16, 197–201. doi:10.1111/j.1467-8721.2007.00503.x
  • Scott, L. S., Tanaka, J. T., Sheinberg, D. L., & Curran, T. (2008). The role of category learning in the acquisition and retention of perceptual expertise: A behavioral and neurophysiological study. Brain Research, 1210, 204–215. doi:10.1016/j.brainres.2008.02.054
  • Short, L. A., Hatry, A. J., & Mondloch, C. J. (2011). The development of norm-based coding and race prototypes: An examination of 5- and 8-year-olds’ face space. Journal of Experimental Child Psychology, 108, 338–357. doi:10.1016/j.jecp.2010.07.007
  • Simion, F., Valenza, E., Macchi Cassia, V., Turati, C., & Umiltà, C. (2002). Newborns’ preference for up-down asymmetrical configurations. Developmental Science, 5, 427–434. doi:10.1111/1467-7687.00237
  • Sirovich, L., & Kirby, M. (1987). Low-dimensional procedure for the characterization of human faces. Journal of the Optical Society of America, 4, 517–519.
  • Sugden, N., & Moulson, M. (2012, February). Here's looking at you! Quantification of quotidian face exposure in adults and infants. Poster presented at the Developmental Methodology themed meeting of the Society for Research in Child Development, Tampa, FL.
  • Sugita, Y. (2008). Face perception in monkeys reared with no exposure to faces. Proceedings of the National Academy of Sciences of the USA, 105, 394–398. doi:10.1073/pnas.0706079105
  • Turk, M., & Pentland, A. (1991). Eigenfaces for recognition. Journal of Cognitive Neuroscience, 3, 71–86. doi:10.1162/jocn.1991.3.1.71
  • Valentine, T. (1991). A unified account of the effects of distinctiveness, inversion, and race in face recognition. Quarterly Journal of Experimental Psychology, 43, 161–204.
  • Valentine, T., & Endo, M. (1992). Towards an exemplar model of face processing: The effects of race and distinctiveness. Quarterly Journal of Experimental Psychology, 44A, 671–703.
  • Wallis, G. (2002). The role of object motion in forging long-term representations of objects. Visual Cognition, 9, 233–247. doi:10.1080/13506280143000412
  • Wallis, G., & Bülthoff, H. H. (2001). Effects of temporal association on recognition memory. Proceedings of the National Academy of Sciences, 98, 4800–4804.
  • Wheeler, A., Anzures, G., Quinn, P. C., Pascalis, O., Omrin, D. S., & Lee, K. (2011). Caucasian infants scan own- and other-race faces differently. PLoS ONE, 6, e18621.
  • Xiao, W. S., Xiao, N., Quinn, P. C., Gizelle, A., & Lee, K. (2012). Development of face scanning for own- and other-race faces in infancy. International Journal of Behavioral Development, 37, 100–105.

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