Toward a unified model of face and object recognition in the human visual system.

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Published in Front Psychol on August 15, 2013

Authors

Guy Wallis1

Author Affiliations

1: Centre for Sensorimotor Neuroscience, School of Human Movement Studies, University of Queensland QLD, Australia.

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The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci (1997) 22.73

Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science (2001) 17.40

Theory of edge detection. Proc R Soc Lond B Biol Sci (1980) 15.55

The distributed human neural system for face perception. Trends Cogn Sci (2000) 11.61

Computational modelling of visual attention. Nat Rev Neurosci (2001) 9.06

Recognition-by-components: a theory of human image understanding. Psychol Rev (1987) 8.69

Electrophysiological Studies of Face Perception in Humans. J Cogn Neurosci (1996) 7.89

Hierarchical models of object recognition in cortex. Nat Neurosci (1999) 7.40

Ferrier lecture. Functional architecture of macaque monkey visual cortex. Proc R Soc Lond B Biol Sci (1977) 7.24

Fears, phobias, and preparedness: toward an evolved module of fear and fear learning. Psychol Rev (2001) 7.13

A cortical region consisting entirely of face-selective cells. Science (2006) 5.96

Parts and wholes in face recognition. Q J Exp Psychol A (1993) 5.78

The many faces of configural processing. Trends Cogn Sci (2002) 5.61

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High-resolution imaging reveals highly selective nonface clusters in the fusiform face area. Nat Neurosci (2006) 5.16

'What' and 'where' in the human brain. Curr Opin Neurobiol (1994) 4.79

Matching categorical object representations in inferior temporal cortex of man and monkey. Neuron (2008) 4.71

Margaret Thatcher: a new illusion. Perception (1980) 4.59

Contour integration by the human visual system: evidence for a local "association field". Vision Res (1993) 4.49

What is "special" about face perception? Psychol Rev (1998) 4.46

Configurational information in face perception. Perception (1987) 4.43

Expertise for cars and birds recruits brain areas involved in face recognition. Nat Neurosci (2000) 4.36

A unified account of the effects of distinctiveness, inversion, and race in face recognition. Q J Exp Psychol A (1991) 4.31

Specialization within the ventral stream: the case for the visual word form area. Neuroimage (2004) 4.23

Why faces are and are not special: an effect of expertise. J Exp Psychol Gen (1986) 4.21

Visual object recognition. Annu Rev Neurosci (1996) 4.19

Robust object recognition with cortex-like mechanisms. IEEE Trans Pattern Anal Mach Intell (2007) 4.16

Neocognitron: a self organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biol Cybern (1980) 4.13

The visual word form area: expertise for reading in the fusiform gyrus. Trends Cogn Sci (2003) 4.09

Distinct representations of eye gaze and identity in the distributed human neural system for face perception. Nat Neurosci (2000) 4.04

Functional neuroanatomy of face and object processing. A positron emission tomography study. Brain (1992) 3.93

Face-sensitive regions in human extrastriate cortex studied by functional MRI. J Neurophysiol (1995) 3.62

Visual neurones responsive to faces in the monkey temporal cortex. Exp Brain Res (1982) 3.51

No face-like processing for objects-of-expertise in three behavioural tasks. Cognition (2006) 3.36

Self-organization of orientation sensitive cells in the striate cortex. Kybernetik (1973) 3.35

A network that learns to recognize three-dimensional objects. Nature (1990) 3.32

Functional compartmentalization and viewpoint generalization within the macaque face-processing system. Science (2010) 3.18

Becoming a "Greeble" expert: exploring mechanisms for face recognition. Vision Res (1997) 3.11

Visual cells in the temporal cortex sensitive to face view and gaze direction. Proc R Soc Lond B Biol Sci (1985) 3.10

Faces are "spatial"--holistic face perception is supported by low spatial frequencies. J Exp Psychol Hum Percept Perform (2006) 3.10

Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc Natl Acad Sci U S A (2007) 3.04

Differential development of high-level visual cortex correlates with category-specific recognition memory. Nat Neurosci (2007) 2.96

Columns for visual features of objects in monkey inferotemporal cortex. Nature (1992) 2.93

Comparing face patch systems in macaques and humans. Proc Natl Acad Sci U S A (2008) 2.92

Organization and functions of cells responsive to faces in the temporal cortex. Philos Trans R Soc Lond B Biol Sci (1992) 2.87

Impact of learning on representation of parts and wholes in monkey inferotemporal cortex. Nat Neurosci (2002) 2.84

Electrical stimulation of human fusiform face-selective regions distorts face perception. J Neurosci (2012) 2.75

Models of object recognition. Nat Neurosci (2000) 2.71

Coding visual images of objects in the inferotemporal cortex of the macaque monkey. J Neurophysiol (1991) 2.70

Action-related properties shape object representations in the ventral stream. Neuron (2007) 2.62

Discrimination training alters object representations in human extrastriate cortex. J Neurosci (2006) 2.58

Patches with links: a unified system for processing faces in the macaque temporal lobe. Science (2008) 2.55

Controlling for interstimulus perceptual variance abolishes N170 face selectivity. Nat Neurosci (2007) 2.54

Neuronal correlate of visual associative long-term memory in the primate temporal cortex. Nature (1988) 2.52

The function of dream sleep. Nature (1983) 2.47

Recognizing depth-rotated objects: evidence and conditions for three-dimensional viewpoint invariance. J Exp Psychol Hum Percept Perform (1993) 2.43

Sparse population coding of faces in the inferotemporal cortex. Science (1992) 2.35

Mechanisms of face perception. Annu Rev Neurosci (2008) 2.30

Can generic expertise explain special processing for faces? Trends Cogn Sci (2006) 2.28

Unraveling mechanisms for expert object recognition: bridging brain activity and behavior. J Exp Psychol Hum Percept Perform (2002) 2.25

Patches of face-selective cortex in the macaque frontal lobe. Nat Neurosci (2008) 2.25

Invariant face and object recognition in the visual system. Prog Neurobiol (1997) 2.25

Evidence for highly selective neuronal tuning to whole words in the "visual word form area". Neuron (2009) 2.22

A face feature space in the macaque temporal lobe. Nat Neurosci (2009) 2.17

Should we reject the expertise hypothesis? Cognition (2006) 2.16

Evaluation of a shape-based model of human face discrimination using FMRI and behavioral techniques. Neuron (2006) 2.14

A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information. J Neurosci (1993) 2.09

Sleep and synaptic homeostasis: structural evidence in Drosophila. Science (2011) 2.07

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Does physical interstimulus variance account for early electrophysiological face sensitive responses in the human brain? Ten lessons on the N170. Neuroimage (2007) 2.05

Responses of neurons in primary and inferior temporal visual cortices to natural scenes. Proc Biol Sci (1997) 2.00

Psychophysical support for a two-dimensional view interpolation theory of object recognition. Proc Natl Acad Sci U S A (1992) 1.99

Unsupervised natural experience rapidly alters invariant object representation in visual cortex. Science (2008) 1.98

The neural basis of the behavioral face-inversion effect. Curr Biol (2005) 1.94

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Beyond faces and modularity: the power of an expertise framework. Trends Cogn Sci (2006) 1.84

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Inversion leads to quantitative, not qualitative, changes in face processing. Curr Biol (2004) 1.79

Norm-based face encoding by single neurons in the monkey inferotemporal cortex. Nature (2006) 1.78

What makes a cell face selective? The importance of contrast. Neuron (2012) 1.75

Mechanisms of contour perception in monkey visual cortex. I. Lines of pattern discontinuity. J Neurosci (1989) 1.75

Effects of shape-discrimination training on the selectivity of inferotemporal cells in adult monkeys. J Neurophysiol (1998) 1.70

Effects of temporal association on recognition memory. Proc Natl Acad Sci U S A (2001) 1.70

Inferior temporal cortex: where visual perception meets memory. Annu Rev Neurosci (1993) 1.70

Neurophysiological mechanisms underlying face processing within and beyond the temporal cortical visual areas. Philos Trans R Soc Lond B Biol Sci (1992) 1.70

How patterned neural connections can be set up by self-organization. Proc R Soc Lond B Biol Sci (1976) 1.69

Object recognition and segmentation by a fragment-based hierarchy. Trends Cogn Sci (2006) 1.69

Face-selective cells in the temporal cortex of monkeys. J Cogn Neurosci (1991) 1.69

Mechanisms of contour perception in monkey visual cortex. II. Contours bridging gaps. J Neurosci (1989) 1.68

Complex objects are represented in macaque inferotemporal cortex by the combination of feature columns. Nat Neurosci (2001) 1.68

Configurational factors in the perception of unfamiliar faces. Perception (1994) 1.67

Holistic processing predicts face recognition. Psychol Sci (2011) 1.63

Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors. Biol Cybern (1976) 1.62

Towards an exemplar model of face processing: the effects of race and distinctiveness. Q J Exp Psychol A (1992) 1.61

Adaptive norm-based coding of facial identity. Vision Res (2006) 1.60

fMRI activity patterns in human LOC carry information about object exemplars within category. J Cogn Neurosci (2008) 1.57

Patchy organization and asymmetric distribution of the neural correlates of face processing in monkey inferotemporal cortex. Curr Biol (2005) 1.57

Optical imaging of functional organization in the monkey inferotemporal cortex. Science (1996) 1.57

Perception of face parts and face configurations: an FMRI study. J Cogn Neurosci (2010) 1.53