Functional neuroimaging studies of category specificity in object recognition: A critical review and meta-analysis
Cognitive Affective & Behavioral NeurosciencePublished 1 June 2001Open access
Jane E. Joseph
Citations114
SJR quartileQ1
SJR score1.14
SNIP0.92
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TL;DR
A meta-analysis of stereotactic coordinates revealed that, in the ventral temporal cortex, recognition of manufactured objects activates more medial aspects of the fusiform gyrus, as compared with natural object or face recognition.
Abstract
Functional neuroimaging studies in which the cortical organization for semantic knowledge has been addressed have revealed interesting dissociations in the recognition of different object categories, such as faces, natural objects, and manufactured objects. The present paper critically reviews these studies and performs a meta-analysis of stereotactic coordinates to determine whether category membership predicts patterns of brain activation across different studies. This meta-analysis revealed that, in the ventral temporal cortex, recognition of manufactured objects activates more medial aspects of the fusiform gyrus, as compared with natural object or face recognition. Face recognition activates more inferior aspects of the ventral temporal cortex, as compared with manufactured object recognition. The recognition task used--viewing, matching, or naming--also predicted brain activation patterns. Specifically, matching tasks recruit more inferior occipital regions than do either naming or viewing tasks, whereas naming tasks recruit more anterior ventral temporal sites than do either viewing or matching tasks. These findings indicate that the cognitive demands of a particular recognition task are as predictive of cortical activation patterns as is category membership.
Keywords
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Journal of NeuroscienceThe Fusiform Face Area: A Module in Human Extrastriate Cortex Specialized for Face Perception
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The data allow us to reject alternative accounts of the function of the fusiform face area (area “FF”) that appeal to visual attention, subordinate-level classification, or general processing of any animate or human forms, demonstrating that this region is selectively involved in the perception of faces.
Clinical Neurology and NeurosurgeryCo-planar stereotaxic atlas of the human brain
7,606 Citations1989Lauri A. Laitinen
Cognitive PsychologyBasic objects in natural categories
5,526 Citations1976Eleanor Rosch, Carolyn Β. Mervis +3 more
G. Thieme eBooksCo-planar stereotaxic atlas of the human brain : 3-dimensional proportional system : an approach to cerebral imaging
5,092 Citations1988J Talairach, P Tournoux +1 more
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The results provide the first empirical evidence from normal subjects regarding the crucial role of the ventro-medial region of the right hemisphere in face recognition, and they offer new information about the dissociation between face and object processing.
Nature NeuroscienceExpertise for cars and birds recruits brain areas involved in face recognition
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It is suggested that level of categorization and expertise, rather than superficial properties of objects, determine the specialization of the FFA.
Journal of Cognitive NeuroscienceDomain-Specific Knowledge Systems in the Brain: The Animate-Inanimate Distinction
1,367 Citations1998Alfonso Caramazza, Jennifer R. Shelton
Nature NeuroscienceAttribute-based neural substrates in temporal cortex for perceiving and knowing about objects
1,265 Citations1999Linda L. Chao, James V. Haxby +1 more
These findings suggest that semantic object information is represented in distributed networks that include sites for storing information about specific object attributes such as form and motion in ventral temporal cortex and lateral temporal lobes.
NeuroImageRepresentation of Manipulable Man-Made Objects in the Dorsal Stream
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The left ventral premotor region that responded selectively to tools in the current study may be the human homolog of the monkey canonical F5 area, which responds to the visual presentation of graspable objects.
Nature NeuroscienceActivation of the middle fusiform 'face area' increases with expertise in recognizing novel objects
1,205 Citations1999L. Gauthier, Michael J. Tarr +3 more
Functional magnetic resonance imaging was used to measure changes associated with increasing expertise in brain areas selected for their face preference, and evidence is presented that expertise recruits the fusiform gyrus 'face area'.
ScienceDiscrete Cortical Regions Associated with Knowledge of Color and Knowledge of Action
1,082 Citations1995Alex Martin, James V. Haxby +3 more
The areas of the brain that mediate knowledge about objects were investigated by measuring changes in regional cerebral blood flow using positron emission tomography (PET), and data suggest that object knowledge is organized as a distributed system in which the attributes of an object are stored close to the regions of the cortex that mediated perception of those attributes.
Journal of NeuroscienceThe functional organization of human extrastriate cortex: a PET-rCBF study of selective attention to faces and locations
1,080 Citations1994Jv Haxby, Barry Horwitz +4 more
The functional dissociation of human extrastriate cortical processing streams for the perception of face identity and location was investigated in healthy men by measuring visual task-related changes in regional cerebral blood flow with positron emission tomography and H2(15)O.
Journal of NeuroscienceDifferential Sensitivity of Human Visual Cortex to Faces, Letterstrings, and Textures: A Functional Magnetic Resonance Imaging Study
1,002 Citations1996Aina Puce, Truett Allison +3 more
Different regions of ventral extrastriate cortex are specialized for processing the perceptual features of faces and letterstrings, and that these regions are intermediate between earlier processing in striate and peristriates cortex, and later lexical, semantic, and associative processing in downstream cortical regions.
Journal of Cognitive NeuroscienceThe Fusiform “Face Area” is Part of a Network that Processes Faces at the Individual Level
870 Citations2000L. Gauthier, Michael J. Tarr +4 more
It is suggested that face- selective areas may be involved in the perception of faces at the individual level, whereas letter-selective regions may be tuning themselves to font information in order to recognize letters more efficiently.
NeuroreportThe N170 occipito-temporal component is delayed and enhanced to inverted faces but not to inverted objects
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Observations indicate that the N170 is not specific to faces, as has been previously claimed, and the amplitude difference between faces and objects does not reflect face-specific mechanisms since it can be smaller than between non-face object categories.
Journal of NeurophysiologyFace-sensitive regions in human extrastriate cortex studied by functional MRI
709 Citations1995A. Puce, Truett Allison +2 more
FMRI was used to study the anatomic extent of face-sensitive brain regions and to assess hemispheric laterality and activated voxels to scrambled faces were observed in six subjects at locations mainly in the lingual gyri and collateral sulci, medial to the regions activated by faces.
Cognitive NeuropsychologyCascade processes in picture identification
704 Citations1988Glyn W. Humphreys, M. Jane Riddoch +1 more
This work presents evidence drawn from both normal observers and from a patient that the effect of structural and semantic similarity between objects on picture naming should be confined to the process of accessing semantic knowledge.
Visual agnosia : disorders of object recognition and what they tell us about normal vision
699 Citations1990Martha J. Farah
"Visual Agnosia" reviews a century of case studies of higher-level visual deficits following brain damage, places them in the general context of current neuroscience, and draws relevant conclusions about the organization of normal visual processing.
NeuronThe Effect of Face Inversion on Activity in Human Neural Systems for Face and Object Perception
658 Citations1999James V. Haxby, Leslie G. Ungerleider +4 more
The results suggest that the failure of face Perception systems with inverted faces leads to the recruitment of processing resources in object perception systems, but this failure is not reflected by altered activity in face perception systems.
NeuropsychologiaA neural basis for the retrieval of conceptual knowledge
642 Citations1997Daniel Tranel, Hanna Damásio +1 more
The hypothesis that the normal retrieval of knowledge for concrete entities from different conceptual domains depends on partially segregated neural systems that is supported by the findings of this study is supported.
NeuroImagePremotor Cortex Activation during Observation and Naming of Familiar Tools
611 Citations1997Scott T. Grafton, Luciano Fadiga +2 more
Data indicate that, even in the absence of any subsequent movement, the left premotor cortex processes objects that, like tools, have a motor valence, and suggests a role for these two areas in understanding object semantics.
Journal of NeurophysiologyFace recognition in human extrastriate cortex
565 Citations1994Truett Allison, Hannah Ginter +5 more
The results suggest that discrete regions of inferior extrastriate visual cortex, varying in location between individuals, are specialized for the recognition of faces.
Cognitive Neuropsychology: A Clinical Introduction
564 Citations1990Rosaleen A. McCarthy, Elizabeth K. Warrington
Nature NeuroscienceCategory-specific visual responses of single neurons in the human medial temporal lobe
557 Citations2000Gabriel Kreiman, Christof Koch +1 more
Recording from 427 single neurons in the human hippocampus, entorhinal cortex and amygdala found a remarkable degree of category-specific firing of individual neurons on a trial-by-trial basis, providing direct support for the role of human medial temporal regions in the representation of different categories of visual stimuli.
Cognitive PsychologyPictures and names: Making the connection
542 Citations1984Pierre Jolicœur, Mark A. Gluck +1 more
A series of results supports two general assertions about this process: first, objects are identified first at a particular level of abstraction which is neither the most general nor the most specific possible, and second, the particular entry point for a given object covaries with its typicality, which affects whether or not the object will be identified at the “basic” level.
Annual Review of NeuroscienceFace Agnosia and the Neural Substrates of Memory
526 Citations1990A. R. Damasio, Daniel Tranel +1 more
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The findings of this PET study support the hypothesis that faces and names involve differential pre-semantic processing prior to accessing a common neural system of stored knowledge of personal identity which overlaps with the one associated with object knowledge.
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401 Citations1998Cath Mummery, Karalyn Patterson +2 more
Results suggest that, within a distributed conceptual system activated by words, the more prominent neural distinction relates to type of attribute, as a function of attribute type.
Journal of Cognitive NeuroscienceThe Representation of Objects in the Human Occipital and Temporal Cortex
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It is proposed that the representation of objects in the ventral visual pathway, including both occipital and temporal regions, is not restricted to small, highly selective patches of cortex but, instead, is a distributed representation of information about object form within this distributed system.
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NeuropsychologiaA neural basis for category and modality specificity of semantic knowledge
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The specific predictions of the model regarding the signal observed in this area were confirmed, supporting the notion that semantic memory is functionally segregated into anatomically discrete, but highly interactive, modality-specific regions.
NeuroImagePremotor and Prefrontal Correlates of Category-Related Lexical Retrieval
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It is concluded that a category-specific visual agnosia for living things can arise as a consequence of a modality-specific but not category- specific impairment in visual representation, since living things are more similar to each other visually than nonliving things are.
NeuropsychologiaExplaining category-related effects in the retrieval of conceptual and lexical knowledge for concrete entities: operationalization and analysis of factors
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The results lend support to the proposal that systematic differences in physical characteristics and contextual specification of concrete entities constitute a driving force behind the regionalization of neural systems related to the acquisition and retrieval of conceptual and lexical knowledge.
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NeuroImageThe Effects of Semantic Category and Knowledge Type on Lexical-Semantic Access: A PET Study
167 Citations1998Stefano F. Cappa, Daniela Perani +3 more
These findings indicate that the retrieval of different types of knowledge is associated with distinct patterns of brain activation; on the other hand, category-related differences were less evident than in picture matching and naming tasks.
Journal of Neurology Neurosurgery & PsychiatryIMPAIRED IDENTIFICATION OF FACES AND PLACES WITH AGNOSIA FOR COLOURS: REPORT OF A CASE DUE TO CEREBRAL EMBOLISM
161 Citations1955C. A. Pallis
The case of a patient in whom cerebral embolism was the basis of a " visual agnosia ", strikingly selective in its manifestations is described here in some detail as it probably has important neurological implications concerning the status of prosopagnosia and its relation to achromatopsia and to a peculiar disorder of spatial thought.
NeuropsychologiaMultiple meaning systems in the brain: A case for visual semantics
159 Citations1994Elizabeth K. Warrington, Rosaleen A. McCarthy
It is argued that the investigations of a category specific visual associative agnosia in a patient with excellent spoken language skills support a multiple knowledge base hypothesis.
Visual CognitionRecognizing objects and faces
135 Citations1994Vicki Bruce, Glyn W. Humphreys
This work distinguishes between the visual processes mediating the recognition of objects and faces, and suggests that when the demands of object recognition are made more similar to those of face recognition, then there appear to be some similarities in the perceptual representations used for object and faces.
BrainPerceptual differentiation and category effects in normal object recognition
121 Citations1999Christian Gerlach, Ian Law +2 more
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NeuroreportCategory-specific brain activation in fMRI during picture naming
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Trends in NeurosciencesOn telling your fruit from your vegetables: a consideration of category-specific deficits after brain damage
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16 Citations1998Matthew A. Kurbat, Martha J. Farah
Monte Carlo simulations are reported showing that, in two patients, the living things deficit cannot be accounted for this in this way, and are more consistent with the claim that the recognition of living things depends on specialized mechanisms.