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Object-related activity revealed by functional magnetic resonance imaging in human occipital cortex.
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The stages of integration leading from local feature analysis to object recognition were explored in human visual cortex by using the technique of functional magnetic resonance imaging. Here we report evidence for object-related activation. Such activation was located at the lateral-posterior aspect of the occipital lobe, just abutting the posterior aspect of the motion-sensitive area MT/V5, in a region termed the lateral occipital complex (LO). LO showed preferential activation to images of objects, compared to a wide range of texture patterns. This activation was not caused by a global difference in the Fourier spatial frequency content of objects versus texture images, since object images produced enhanced LO activation compared to textures matched in power spectra but randomized in phase. The preferential activation to objects also could not be explained by different patterns of eye movements: similar levels of activation were observed when subjects fixated on the objects and when they scanned the objects with their eyes. Additional manipulations such as spatial frequency filtering and a 4-fold change in visual size did not affect LO activation. These results suggest that the enhanced responses to objects were not a manifestation of low-level visual processing. A striking demonstration that activity in LO is uniquely correlated to object detectability was produced by the "Lincoln" illusion, in which blurring of objects digitized into large blocks paradoxically increases their recognizability. Such blurring led to significant enhancement of LO activation. Despite the preferential activation to objects, LO did not seem to be involved in the final, "semantic," stages of the recognition process. Thus, objects varying widely in their recognizability (e.g., famous faces, common objects, and unfamiliar three-dimensional abstract sculptures) activated it to a similar degree. These results are thus evidence for an intermediate link in the chain of processing stages leading to object recognition in human visual cortex.
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Citations
Cites
‘What’ and ‘where’ in the human brain
Ungerleider, L. G., & Haxby, J. V. (1994) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(94)90066-3 · Cited by 1,913
Functional mapping of the human visual cortex by magnetic resonance imaging
Belliveau, J. W., Kennedy, D. N., McKinstry, R. C., Buchbinder, B. R., Weisskoff, R. M., Cohen, M. S., Vevea, J. M., Brady, T. J., & Rosen, B. R. (1991) · Science · doi:10.1126/science.1948051 · Cited by 1,883
Self-citation
Cited by
The organization of the human cerebral cortex estimated by intrinsic functional connectivity
Thomas Yeo, B. T., Krienen, F. M., Sepulcre, J., Sabuncu, M. R., Lashkari, D., Hollinshead, M., Roffman, J. L., Smoller, J. W., Zöllei, L., Polimeni, J. R., et al. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00338.2011 · Cited by 9,182
The organization of the human cerebellum estimated by intrinsic functional connectivity
Buckner, R. L., Krienen, F. M., Castellanos, A., Diaz, J. C., & Yeo, B. T. T. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00339.2011 · Cited by 7,304
The fusiform face area: a module in human extrastriate cortex specialized for face perception
Kanwisher, N., McDermott, J., & Chun, M. M. (1997) · The Journal of Neuroscience · doi:10.1523/jneurosci.17-11-04302.1997 · Cited by 7,738
Imaging Cognition II: An Empirical Review of 275 PET and fMRI Studies
Cabeza, R., & Nyberg, L. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/08989290051137585 · Cited by 3,598
The adaptive brain: aging and neurocognitive scaffolding
Park, D. C., & Reuter-Lorenz, P. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.59.103006.093656 · Cited by 2,790
Social perception from visual cues: Role of the STS region
Allison, T., Puce, A., & McCarthy, G. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01501-1 · Cited by 2,461
A cortical area selective for visual processing of the human body
Downing, P. E., Jiang, Y., Shuman, M., & Kanwisher, N. (2001) · Science · doi:10.1126/science.1063414 · Cited by 2,043
The fusiform face area: a cortical region specialized for the perception of faces
Kanwisher, N., & Yovel, G. (2006) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2006.1934 · Cited by 1,718
Hochstein (2002) · doi:10.1016/s0896-6273(02)01091-7 · Cited by 1,397
Castelli, F. (2002) · Brain · doi:10.1093/brain/awf189 · Cited by 1,377
Visual field maps in human cortex.
Wandell, B. A., Dumoulin, S. O., & Brewer, A. A. (2007) · Neuron · doi:10.1016/j.neuron.2007.10.012 · Cited by 1,231
The steady-state visual evoked potential in vision research: A review
Norcia, A. M., Appelbaum, L. G., Ales, J. M., Cottereau, B. R., & Rossion, B. (2015) · Journal of Vision · doi:10.1167/15.6.4 · Cited by 1,234
Face-specific processing in the human fusiform gyrus
McCarthy, G., Puce, A., Gore, J. C., & Allison, T. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.5.605 · Cited by 1,127
Lederman, S. J., & Klatzky, R. L. (2009) · Attention, Perception & Psychophysics · doi:10.3758/app.71.7.1439 · Cited by 1,108
Puce, A., Allison, T., Asgari, M., Gore, J. C., & McCarthy, G. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-16-05205.1996 · Cited by 987
“Malach et al. (1995) compared the fMRI activation produced by objects (including faces) with the activation produced by textures.”
BackgroundSchultz, R. T., Gauthier, I., Klin, A., Fulbright, R. K., Anderson, A. W., Volkmar, F., Skudlarski, P., Lacadie, C., Cohen, D. J., & Gore, J. C. (2000) · Archives of General Psychiatry · doi:10.1001/archpsyc.57.4.331 · Cited by 1,000
The fusiform “face area” is part of a network that processes faces at the individual level
Gauthier, I., Tarr, M. J., Moylan, J., Skudlarski, P., Gore, J. C., & Anderson, A. W. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/089892900562165 · Cited by 859
Allison, T. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.5.415 · Cited by 882
Comparative mapping of higher visual areas in monkeys and humans
Orban, G. A., Van Essen, D., & Vanduffel, W. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.05.009 · Cited by 639
Visuo-haptic object-related activation in the ventral visual pathway
Amedi, A., Malach, R., Hendler, T., Peled, S., & Zohary, E. (2001) · Nature Neuroscience · doi:10.1038/85201 · Cited by 630
Self-citationVisually guided grasping produces fMRI activation in dorsal but not ventral stream brain areas
Culham, J. C., Danckert, S. L., Souza, J. F. X. D., Gati, J. S., Menon, R. S., & Goodale, M. A. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1591-5 · Cited by 637
Divide and conquer: A defense of functional localizers
Saxe, R., Brett, M., & Kanwisher, N. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.062 · Cited by 544
Golarai, G., Ghahremani, D. G., Whitfield-Gabrieli, S., Reiss, A., Eberhardt, J. L., Gabrieli, J. D. E., & Grill-Spector, K. (2007) · Nature Neuroscience · doi:10.1038/nn1865 · Cited by 541
Turk-Browne, N. B., Scholl, B. J., Chun, M. M., & Johnson, M. K. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21131 · Cited by 523
Shape perception reduces activity in human primary visual cortex
Murray, S. O., Kersten, D., Olshausen, B. A., Schrater, P., & Woods, D. L. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.192579399 · Cited by 496
Dynamics of letter string perception in the human occipitotemporal cortex
Tarkiainen, A., Helenius, P., Hansen, P. C., Cornelissen, P. L., & Salmelin, R. (1999) · Brain · doi:10.1093/brain/122.11.2119 · Cited by 489
The topography of high-order human object areas
Malach, R., Levy, I., & Hasson, U. (2002) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(02)01870-3 · Cited by 459
Self-citationYovel, G., & Kanwisher, N. (2004) · Neuron · doi:10.1016/j.neuron.2004.11.018 · Cited by 450
A critique of functional localisers
Friston, K. J., Rotshtein, P., Geng, J. J., Sterzer, P., & Henson, R. N. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.08.012 · Cited by 424
Functional-anatomic correlates of remembering and knowing
Wheeler, M. E., & Buckner, R. L. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.11.001 · Cited by 434
Top-down predictions in the cognitive brain
Kveraga, K., Ghuman, A. S., & Bar, M. (2007) · Brain and Cognition · doi:10.1016/j.bandc.2007.06.007 · Cited by 423
Learning multiscale and deep representations for classifying remotely sensed imagery
Zhao, W., & Du, S. (2016) · ISPRS Journal of Photogrammetry and Remote Sensing · doi:10.1016/j.isprsjprs.2016.01.004 · Cited by 398
Viewpoint-Specific Scene Representations in Human Parahippocampal Cortex
Epstein, R., Graham, K. S., & Downing, P. E. (2003) · Neuron · doi:10.1016/s0896-6273(03)00117-x · Cited by 360
Ezzyat, Y., & Davachi, L. (2014) · Neuron · doi:10.1016/j.neuron.2014.01.042 · Cited by 321
Large-scale mirror-symmetry organization of human occipito-temporal object areas
Hasson, U., Harel, M., Levy, I., & Malach, R. (2003) · Neuron · doi:10.1016/s0896-6273(03)00144-2 · Cited by 336
Self-citationEnhanced visual functioning in autism: An ALE meta-analysis
Samson, F., Mottron, L., Soulières, I., & Zeffiro, T. A. (2012) · Human Brain Mapping · doi:10.1002/hbm.21307 · Cited by 351
Brain activity evoked by inverted and imagined biological motion
Grossman, E. D., & Blake, R. (2001) · Vision Research · doi:10.1016/s0042-6989(00)00317-5 · Cited by 333
Distributed Representations in Memory: Insights from Functional Brain Imaging
Rissman, J., & Wagner, A. D. (2012) · Annual Review of Psychology · doi:10.1146/annurev-psych-120710-100344 · Cited by 299
Cortical Language Activation in Stroke Patients Recovering From Aphasia With Functional MRI
Cao, Y., Vikingstad, E. M., George, K. P., Johnson, A. F., & Welch, K. M. A. (1999) · Stroke · doi:10.1161/01.str.30.11.2331 · Cited by 299
Brain areas selective for both observed and executed movements
Dinstein, I., Hasson, U., Rubin, N., & Heeger, D. J. (2007) · Journal of Neurophysiology · doi:10.1152/jn.00238.2007 · Cited by 290
Longcamp, M., Boucard, C., Gilhodes, J.-C., Anton, J.-L., Roth, M., Nazarian, B., & Velay, J.-L. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20504 · Cited by 294
Functional imbalance of visual pathways indicates alternative face processing strategies in autism
Hubl, D., Bölte, S., Feineis–Matthews, S., Lanfermann, H., Federspiel, A., Strik, W., Poustka, F., & Dierks, T. (2003) · Neurology · doi:10.1212/01.wnl.0000091862.22033.1a · Cited by 283
Visual cortex activity in early and late blind people
Burton, H. (2003) · The Journal of Neuroscience · doi:10.1523/jneurosci.23-10-04005.2003 · Cited by 270
Quantitative Analysis of Attention and Detection Signals During Visual Search
Shulman, G. L., McAvoy, M. P., Cowan, M. C., Astafiev, S. V., Tansy, A. P., d'Avossa, G., & Corbetta, M. (2003) · Journal of Neurophysiology · doi:10.1152/jn.00343.2003 · Cited by 266
An electrophysiological study of scene effects on object identification
Ganis, G., & Kutas, M. (2003) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00244-6 · Cited by 264
Imagery and perception share cortical representations of content and location
Cichy, R. M., Heinzle, J., & Haynes, J.-D. (2012) · Cerebral Cortex · doi:10.1093/cercor/bhr106 · Cited by 242
Grelotti, D. J., Klin, A. J., Gauthier, I., Skudlarski, P., Cohen, D. J., Gore, J. C., Volkmar, F. R., & Schultz, R. T. (2005) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2004.06.015 · Cited by 254
Nieto-Castañón, A., & Fedorenko, E. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.06.065 · Cited by 247
Feedback of visual object information to foveal retinotopic cortex
Williams, M. A., Baker, C. I., Op de Beeck, H. P., Mok Shim, W., Dang, S., Triantafyllou, C., & Kanwisher, N. (2008) · Nature Neuroscience · doi:10.1038/nn.2218 · Cited by 235
The time course of visual processing: Backward masking and natural scene categorisation
Bacon-Macé, N., Macé, M. J.-M., Fabre-Thorpe, M., & Thorpe, S. J. (2005) · Vision Research · doi:10.1016/j.visres.2005.01.004 · Cited by 236
Helenius, P. (1999) · Cerebral Cortex · doi:10.1093/cercor/9.5.476 · Cited by 231
Human brain regions involved in recognizing environmental sounds
Lewis, J. W., Wightman, F. L., Brefczynski, J. A., Phinney, R. E., Binder, J. R., & DeYoe, E. A. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh061 · Cited by 230
Tarkiainen, A., Cornelissen, P. L., & Salmelin, R. (2002) · Brain · doi:10.1093/brain/awf112 · Cited by 207
Age and culture modulate object processing and object—scene binding in the ventral visual area
Goh, J. O., Chee, M. W., Tan, J. C., Venkatraman, V., Hebrank, A., Leshikar, E. D., Jenkins, L., Sutton, B. P., Gutchess, A. H., & Park, D. C. (2007) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.7.1.44 · Cited by 202
Interaction between Scene and Object Processing Revealed by Human fMRI and MEG Decoding
Brandman, T., & Peelen, M. V. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.0582-17.2017 · Cited by 168
Downing, P. E., Wiggett, A. J., & Peelen, M. V. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.3619-06.2007 · Cited by 181
Schreiner, T., Petzka, M., Staudigl, T., & Staresina, B. P. (2021) · Nature Communications · doi:10.1038/s41467-021-23520-2 · Cited by 161
Chee, M. W. L., & Tan, J. C. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.02.031 · Cited by 168
Sugiura, M., Shah, N. J., Zilles, K., & Fink, G. R. (2005) · Journal of Cognitive Neuroscience · doi:10.1162/0898929053124956 · Cited by 167
The effects of visual object priming on brain activation before and after recognition
James, T. W., Humphrey, G. K., Gati, J. S., Menon, R. S., & Goodale, M. A. (2000) · Current Biology · doi:10.1016/s0960-9822(00)00655-2 · Cited by 164
Developmental neuroimaging of the human ventral visual cortex
Grill-Spector, K., Golarai, G., & Gabrieli, J. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.01.009 · Cited by 147
Decoding the yellow of a gray banana
Bannert, M. M., & Bartels, A. (2013) · Current Biology · doi:10.1016/j.cub.2013.09.016 · Cited by 146
Sehatpour, P., Molholm, S., Javitt, D. C., & Foxe, J. J. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.07.049 · Cited by 146
Beyond the Edges of a View: Boundary Extension in Human Scene-Selective Visual Cortex
Park, S., Intraub, H., Yi, D.-J., Widders, D., & Chun, M. M. (2007) · Neuron · doi:10.1016/j.neuron.2007.04.006 · Cited by 144
Recognition Alters the Spatial Pattern of fMRI Activation in Early Retinotopic Cortex
Hsieh, P.-J., Vul, E., & Kanwisher, N. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00812.2009 · Cited by 114
Can predictive coding explain repetition suppression?
Grotheer, M., & Kovács, G. (2016) · Cortex · doi:10.1016/j.cortex.2015.11.027 · Cited by 108
Cortical activity during tactile exploration of objects in blind and sighted humans
Amedi, A., Raz, N., Azulay, H., Malach, R., & Zohary, E. (2010) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-2010-0503 · Cited by 125
The Functional Anatomy of Sleep-dependent Visual Skill Learning
Walker, M. P., Stickgold, R., Jolesz, F. A., & Yoo, S.-S. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi043 · Cited by 121
Hesselmann, G., & Malach, R. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr085 · Cited by 108
Self-citationHumphreys, K., Hasson, U., Avidan, G., Minshew, N., & Behrmann, M. (2008) · Autism Research · doi:10.1002/aur.1 · Cited by 104
Bonner, M. F., & Epstein, R. A. (2021) · Nature Communications · doi:10.1038/s41467-021-24368-2 · Cited by 96
McKyton, A., & Zohary, E. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl027 · Cited by 88
Lacey, S., Flueckiger, P., Stilla, R., Lava, M., & Sathian, K. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.081 · Cited by 88
“For example, the lateral occipital complex (LOC), an object-selective area in the ventral visual pathway (Malach et al., 1995), is also shape-selective during haptic perception (Amedi et al.”
Repetition Probability Effects Depend on Prior Experiences
Grotheer, M., & Kovács, G. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.5326-13.2014 · Cited by 83
Ban, H., Yamamoto, H., Hanakawa, T., Urayama, S.-I., Aso, T., Fukuyama, H., & Ejima, Y. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.1455-12.2013 · Cited by 80
Neuroelectromagnetic correlates of perceptual closure processes
Grutzner, C., Uhlhaas, P. J., Genc, E., Kohler, A., Singer, W., & Wibral, M. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.5434-09.2010 · Cited by 77
The relationship between stimulus repetitions and fulfilled expectations
Grotheer, M., & Kovács, G. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.12.017 · Cited by 63
Language Hemispheric Dominance in Patients with Congenital Lesions of Eloquent Brain
Vikingstad, E. M., Cao, Y., Thomas, A. J., Johnson, A. F., Malik, G. M., & Welch, K. M. A. (2000) · Neurosurgery · doi:10.1227/00006123-200009000-00004 · Cited by 68
The Neural Basis of Object-Context Relationships on Aesthetic Judgment
Kirk, U. (2008) · PLoS ONE · doi:10.1371/journal.pone.0003754 · Cited by 67
Ortiz, T., Poch, J., Santos, J. M., Requena, C., Martínez, A. M., Ortiz-Terán, L., Turrero, A., Barcia, J., Nogales, R., Calvo, A., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0023264 · Cited by 63
I: Longitudinal changes in aging brain function
Beason-Held, L. L., Kraut, M. A., & Resnick, S. M. (2008) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2006.10.031 · Cited by 63
Stimulus repetition probability effects on repetition suppression are position invariant for faces
Kovács, G., Iffland, L., Vidnyánszky, Z., & Greenlee, M. W. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.02.038 · Cited by 61
A common neural substrate for processing scenes and egomotion-compatible visual motion
Sulpizio, V., Galati, G., Fattori, P., Galletti, C., & Pitzalis, S. (2020) · Brain Structure and Function · doi:10.1007/s00429-020-02112-8 · Cited by 59
Local neuronal relational structures underlying the contents of human conscious experience
Malach, R. (2021) · Neuroscience of Consciousness · doi:10.1093/nc/niab028 · Cited by 53
Self-citationTuning face perception with electrical stimulation of the fusiform gyrus
Keller, C. J., Davidesco, I., Megevand, P., Lado, F. A., Malach, R., & Mehta, A. D. (2017) · Human Brain Mapping · doi:10.1002/hbm.23543 · Cited by 40
Self-citationMultisensory perception of action in posterior temporal and parietal cortices
James, T. W., VanDerKlok, R. M., Stevenson, R. A., & James, K. H. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.10.030 · Cited by 38
Emergence of Visual Center-Periphery Spatial Organization in Deep Convolutional Neural Networks
Mohsenzadeh, Y., Mullin, C., Lahner, B., & Oliva, A. (2020) · Scientific Reports · doi:10.1038/s41598-020-61409-0 · Cited by 31
RETRACTED: The visual word form area is organized according to orthography
Braet, W., Wagemans, J., & Op de Beeck, H. P. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.032 · Cited by 27
RetractedGeller, W. N., Liu, K., & Warren, S. L. (2021) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2021.111349 · Cited by 18
Visual objects refine head direction coding
Siegenthaler, D., Denny, H., Carrasco, S. S., Mayer, J. L., Levenstein, D., Peyrache, A., Trenholm, S., & Macé, É. (2025) · Science · doi:10.1126/science.adu9828 · Cited by 16
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van Hoof, R. (2022) · doi:10.26481/dis.20220603rh · Cited by 1
Metadata
- Authors
- Malach, R., Reppas, J. B., Benson, R. R., Kwong, K. K., Jiang, H., Kennedy, W. A., Ledden, P. J., Brady, T. J., Rosen, B. R., & Tootell, R. B.
- Venue
- Proceedings of the National Academy of Sciences
- Published
- 1995-08-29
- Volume
- 92
- Issue
- 18
- Pages
- 8135-8139
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- OpenAlex
- W2051697612
- Cited by
- 1,761
- References
- 2
- FWCI
- 9.13
- Type
- journal article
- Language
- en
- Open access
- green
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