Rapid categorization of achromatic natural scenes: How robust at very low contrasts?

European Journal of Neuroscience

Volumn 21, Issue 7, 2005, Pages 2007-2018

  Macé, Marc J M ^a   Thorpe, Simon J ^a   Fabre Thorpe, Michèle ^a  

^a Brain and Cognition Research Center in Toulouse   (France)

Author keywords

Animal categorization; EEG; Human performance; Low contrast; Magnocellular; Natural images

Indexed keywords

ACCURACY; ADULT; ARTICLE; DECISION MAKING; FEMALE; HUMAN; HUMAN EXPERIMENT; MAGNOCELLULAR NUCLEUS; MALE; NORMAL HUMAN; PRIORITY JOURNAL; REACTION TIME; TASK PERFORMANCE; VISUAL MEMORY; VISUAL SYSTEM;

ADULT; BRAIN MAPPING; CEREBRAL CORTEX; COGNITION; DECISION MAKING; DIAGNOSTIC IMAGING; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, VISUAL; FEMALE; HUMANS; MALE; MIDDLE AGED; PHOTIC STIMULATION; REACTION TIME; VISUAL PERCEPTION;

EID: 18844422782     PISSN: 0953816X     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1460-9568.2005.04029.x     Document Type: Article

References (79)

1. Albrecht, D.G. (1995) Visual cortex neurons in monkey and cat: effect of contrast on the spatial and temporal phase transfer functions. Vis. Neurosci., 12, 1191-1210.
2. Albrecht, D.G., Geisler, W.S., Frazor, R.A. & Crane, A.M. (2002) Visual cortex neurons of monkeys and cats: temporal dynamics of the contrast response function. J. Neurophysiol., 88, 888-913.
3. Albrecht, D.G. & Hamilton, D.B. (1982) Striate cortex of monkey and cat: contrast response function. J. Neurophysiol., 48, 217-237.
4. Antal, A., Keri, S., Kovacs, G., Janka, Z. & Benedek, G. (2000) Early and late components of visual categorization: an event-related potential study. Brain Res. Cogn. Brain Res., 9, 117-119.
5. Avidan, G., Harel, M., Hendler, T., Ben-Bashat, D., Zohary, E. & Malach, R. (2002) Contrast sensitivity in human visual areas and its relationship to object recognition. J. Neurophysiol., 87, 3102-3116.
6. Bacon-Macé, N., Mace, M.J., Fabre-Thorpe, M. & Thorpe, S. (2005) The time course of visual processing: backward masking and natural scene categorization. Vision Res., 45, 1459-1469.
7. Blasdel, G.G. & Fitzpatrick, D. (1984) Physiological organization of layer 4 in macaque striate cortex. J. Neurosci., 4, 880-895.
8. Brady, N. & Field, D.J. (2000) Local contrast in natural images: normalisation and coding efficiency. Perception, 29, 1041-1055.
9. Bullier, J. (2001) Integrated model of visual processing. Brain Res. Brain Res. Rev., 36, 96-107.
10. Carandini, M. & Heeger, D.J. (1994) Summation and division by neurons in primate visual cortex. Science, 264, 1333-1336.
11. Cheng, A., Eysel, U.T. & Vidyasagar, T.R. (2004) The role of the magnocellular pathway in serial deployment of visual attention. Eur. J. Neurosci., 20, 2188-2192.
12. Dacey, D.M. & Brace, S. (1992) A coupled network for parasol but not midget ganglion cells in the primate retina. Vis. Neurosci., 9, 279-290.
13. Dacey, D.M. & Petersen, M.R. (1992) Dendritic field size and morphology of midget and parasol ganglion cells of the human retina. Proc. Natl Acad. Sci. USA, 89, 9666-9670.
14. De Valois, R.L., Morgan, H. & Snodderly, D.M. (1974) Psychophysical studies of monkey vision. 3. Spatial luminance contrast sensitivity tests of macaque and human observers. Vision Res., 14, 75-81.
15. Delorme, A., Richard, G. & Fabre-Thorpe, M. (2000) Ultra-rapid categorisation of natural scenes does not rely on colour cues: a study in monkeys and humans. Vision Res., 40, 2187-2200.
16. Delorme, A., Rousselet, G.A., Mace, M.J. & Fabre-Thorpe, M. (2004) Interaction of top-down and bottom-up processing in the fast visual analysis of natural scenes. Brain Res. Cogn. Brain Res., 19, 103-113.
17. Derrington, A.M. & Lennie, P. (1984) Spatial and temporal contrast sensitivities of neurones in lateral geniculate nucleus of macaque. J. Physiol. (Lond.), 357, 219-240.
18. Enroth-Cugell, C. & Robson, J.G. (1966) The contrast sensitivity of retinal ganglion cells of the cat. J. Physiol. (Lond.), 187, 517-552.
19. Fabre-Thorpe, M., Richard, G. & Thorpe, S.J. (1998) Rapid categorization of natural images by rhesus monkeys. Neuroreport, 9, 303-308.
20. Ferrera, V.P., Nealey, T.A. & Maunsell, J.H. (1992) Mixed parvocellular and magnocellular geniculate signals in visual area V4. Nature, 358, 756-761.
21. Foxe, J.J. & Simpson, G.V. (2002) Flow of activation from V1 to frontal cortex in humansA framework for defining 'early' visual processing. Exp. Brain Res., 142, 139-150.
22. Gawne, T.J., Kjaer, T.W. & Richmond, B.J. (1996) Latency: another potential code for feature binding in striate cortex. J. Neurophysiol., 76, 1356-1360.
23. Gegenfurtner, K.R. & Rieger, J. (2000) Sensory and cognitive contributions of color to the recognition of natural scenes. Curr. Biol., 10, 805-808.
24. Halgren, E., Baudena, P., Heit, G., Clarke, J.M., Marinkovic, K., Chauvel, P. & Clarke, M. (1994) Spatio-temporal stages in face and word processing. 2. Depth-recorded potentials in the human frontal and Rolandic cortices. J. Physiol. (Paris), 88, 51-80.
25. Hartveit, E. & Heggelund, P. (1992) The effect of contrast on the visual response of lagged and nonlagged cells in the cat lateral geniculate nucleus. Vis. Neurosci., 9, 515-525.
26. Hubel, D.H. & Livingstone, M.S. (1990) Color and contrast sensitivity in the lateral geniculate body and primary visual cortex of the macaque monkey. J. Neurosci., 10, 2223-2237.
27. Intraub, H. (1981) Identification and processing of briefly glimpsed visual scenes. In Fisher, D.F., Monty, R.A., & Senders, J.W. (eds), Eye Movements: Cognition and Visual Perception. Erlbaum, Hillsdale, pp. 181-190.
28. Johnson, J.S. & Olshausen, B.A. (2003) Timecourse of neural signatures of object recognition. J. Vis., 3, 499-512.
29. Kaplan, E., Lee, B.B. & Shapley, R.M. (1990) New views of primate retinal function. In Osborne, N. & Chader, J. (eds), Progress in Retinal Research. Pergamon Press, Oxford, pp. 273-336.
30. Kaplan, E., Purpura, K. & Shapley, R.M. (1987) Contrast affects the transmission of visual information through the mammalian lateral geniculate nucleus. J. Physiol. (Lond.), 391, 267-288.
31. Kaplan, E. & Shapley, R.M. (1982) X and Y cells in the lateral geniculate nucleus of macaque monkeys. J. Physiol. (Lond.), 330, 125-143.
32. Kaplan, E. & Shapley, R.M. (1986) The primate retina contains two types of ganglion cells, with high and low contrast sensitivity. Proc. Natl Acad. Sci. USA, 83, 2755-2757.
33. Keysers, C., Xiao, D.K., Foldiak, P. & Perrett, D.I. (2001) The speed of sight. J. Cogn. Neurosci., 13, 90-101.
34. Kruger, K., Donicht, M., Muller-Kusdian, G., Kiefer, W. & Berlucchi, G. (1988) Lesion of areas 17/18/19: effects on the cat's performance in a binary detection task. Exp. Brain Res., 72, 510-516.
35. Legge, G.E., Rubin, G.S. & Luebker, A. (1987) Psychophysics of reading - V. The role of contrast in normal vision. Vision Res., 27, 1165-1177.
36. Lewis, M.B. & Edmonds, A.J. (2003) Face detection: mapping human performance. Perception, 32, 903-920.
37. Liu, J., Harris, A. & Kanwisher, N. (2002) Stages of processing in face perception: an MEG study. Nat. Neurosci., 5, 910-916.
38. Lupp, U., Hauske, G. & Wolf, W. (1976) Perceptual latencies to sinusoidal gratings. Vision Res., 16, 969-972.
39. Maunsell, J.H., Ghose, G.M., Assad, J.A., McAdams, C.J., Boudreau, C.E. & Noerager, B.D. (1999) Visual response latencies of magnocellular and parvocellular LGN neurons in macaque monkeys. Vis. Neurosci., 16, 1-14.
40. Maunsell, J.H. & Gibson, J.R. (1992) Visual response latencies in striate cortex of the macaque monkey. J. Neurophysiol., 68, 1332-1344.
41. Merigan, W.H. & Eskin, T.A. (1986) Spatio-temporal vision of macaques with severe loss of P beta retinal ganglion cells. Vision Res., 26, 1751-1761.
42. Nakamura, H., Gattass, R., Desimone, R. & Ungerleider, L.G. (1993) The modular organization of projections from areas V1 and V2 to areas V4 and TEO in macaques. J. Neurosci., 13, 3681-3691.
43. Nasanen, R., Ojanpaa, H. & Kojo, I. (2001) Effect of stimulus contrast on performance and eye movements in visual search. Vision Res., 41, 1817-1824.
44. Nealey, T.A. & Maunsell, J.H. (1994) Magnocellular and parvocellular contributions to the responses of neurons in macaque striate cortex. J. Neurosci., 14, 2069-2079.
45. Nowak, L.G., Munk, M.H., Girard, P. & Bullier, J. (1995) Visual latencies in areas V1 and V2 of the macaque monkey. Vis. Neurosci., 12, 371-384.
46. Oram, M.W., Xiao, D., Dritschel, B. & Payne, K.R. (2002) The temporal resolution of neural codes: does response latency have a unique role? Philos. Trans. R. Soc. Lond. B Biol. Sci., 357, 987-1001.
47. Potter, M.C. (1976) Short-term conceptual memory for pictures. J. Exp. Psychol [Hum. Learn.], 2, 509-522.
48. Proverbio, A.M., Esposito, P. & Zani, A. (2002) Early involvement of the temporal area in attentional selection of grating orientation: an ERP study. Brain Res. Cogn. Brain Res., 13, 139-151.
49. Reich, D.S., Mechler, F. & Victor, J.D. (2001) Temporal coding of contrast in primary visual cortex: when, what, and why. J. Neurophysiol., 85, 1039-1050.
50. Rolls, E.T. & Baylis, G.C. (1986) Size and contrast have only small effects on the responses to faces of neurons in the cortex of the superior temporal sulcus of the monkey. Exp. Brain Res., 65, 38-48.
51. Rousselet, G.A., Fabre-Thorpe, M. & Thorpe, S.J. (2002) Parallel processing in high-level categorization of natural images. Nat. Neurosci., 5, 629-630.
52. Rousselet, G.A., Thorpe, S.J. & Fabre-Thorpe, M. (2004) Processing of one, two or four natural scenes in humans: the limits of parallelism. Vision Res., 44, 877-894.
53. Ruderman, D.L. (1994) Statistics of natural images. Network: Computation Neural Systems, 5, 517-548.
54. Rugg, M.D., Doyle, M.C. & Wells, T.J. (1995) Word and nonword repetition within-modality and across-modality: an event-related potential study. J. Cogn. Neurosci., 7, 209-227.
55. Schall, J.D. (2001) Neural basis of deciding, choosing and acting. Nat. Rev. Neurosci., 2, 33-42.
56. Schiller, P.H., Logothetis, N.K. & Charles, E.R. (1990) Role of the color-opponent and broad-band channels in vision. Vis. Neurosci., 5, 321-346.
57. Schmolesky, M.T., Wang, Y., Hanes, D.P., Thompson, K.G., Leutgeb, S., Schall, J.D. & Leventhal, A.G. (1998) Signal timing across the macaque visual system. J. Neurophysiol., 79, 3272-3278.
58. Sclar, G., Maunsell, J.H. & Lennie, P. (1990) Coding of image contrast in central visual pathways of the macaque monkey. Vision Res., 30, 1-10.
59. Sestokas, A.K. & Lehmkuhle, S. (1986) Visual response latency of X- and Y-cells in the dorsal lateral geniculate nucleus of the cat. Vision Res., 26, 1041-1054.
60. Sestokas, A.K., Lehmkuhle, S. & Kratz, K.E. (1987) Visual latency of ganglion X- and Y-cells: a comparison with geniculate X- and Y-cells. Vision Res., 27, 1399-1408.
61. Shapley, R. (1990) Visual sensitivity and parallel retinocortical channels. Annu. Rev. Psychol., 41, 635-658.
62. Shapley, R., Kaplan, E. & Soodak, R. (1981) Spatial summation and contrast sensitivity of X and Y cells in the lateral geniculate nucleus of the macaque. Nature, 292, 543-545.
63. Shapley, R.M. & Victor, J.D. (1978) The effect of contrast on the transfer properties of cat retinal ganglion cells. J. Physiol. (Lond.), 285, 275-298.
64. Sherman, S.M. (1985) Functional organization of the W-, X- and Y-cell pathways in the cat: a review and hypothesis. Prog. Psychobiol. Physiol. Psychol., 11, 233-314.
65. Silveira, L.C. & Perry, V.H. (1991) The topography of magnocellular projecting ganglion cells (M-ganglion cells) in the primate retina. Neuroscience, 40, 217-237.
66. Strasburger, H., Harvey, L.O. Jr & Rentschler, I. (1991) Contrast thresholds for identification of numeric characters in direct and eccentric view. Percept. Psychophys., 49, 495-508.
67. Strasburger, H. & Rentschler, I. (1996) Contrast-dependent dissociation of visual recognition and detection fields. Eur. J. Neurosci., 8, 1787-1791.
68. Sugase, Y., Yamane, S., Ueno, S. & Kawano, K. (1999) Global and fine information coded by single neurons in the temporal visual cortex. Nature, 400, 869-873.
69. Sun, H. (2001) Rod-cone interactions assessed in inferred magnocellular and parvocellular postreceptoral pathways. J. Vision, 1, 42-54.
70. Tadmor, Y. & Tolhurst, D.J. (2000) Calculating the contrasts that retinal ganglion cells and LGN neurones encounter in natural scenes. Vision Res., 40, 3145-3157.
71. Thorpe, S.J. & Fabre-Thorpe, M. (2001) Neuroscience. Seeking categories in the brain. Science, 291, 260-263.
72. Thorpe, S., Fize, D. & Marlot, C. (1996) Speed of processing in the human visual system. Nature, 381, 520-522.
73. VanRullen, R. & Thorpe, S.J. (2001a) Is it a bird? Is it a plane? Ultra-rapid visual categorisation of natural and artifactual objects. Perception, 30, 655-668.
74. VanRullen, R. & Thorpe, S.J. (2001b) The time course of visual processing: from early perception to decision-making. J. Cogn. Neurosci., 13, 454-461.
75. VanRullen, R. & Thorpe, S.J. (2002) Surfing a spike wave down the ventral stream. Vision Res., 42, 2593-2615.
76. Vidyasagar, T.R. (1999) A neuronal model of attentional spotlight: parietal guiding the temporal. Brain Res. Brain Res. Rev., 30, 66-76.
77. Vidyasagar, T.R., Kulikowski, J.J., Lipnicki, D.M. & Dreher, B. (2002) Convergence of parvocellular and magnocellular information channels in the primary visual cortex of the macaque. Eur. J. Neurosci., 16, 945-956.
78. Watson, A.B. (1992) Transfer of contrast sensitivity in linear visual networks. Vis. Neurosci., 8, 65-76.
79. Xiao, D.K., Edwards, R.H., Bowman, E.M. & Oram, M.W. (2001) The influence of stimulus contrast on response latency and response strength of neurones in the superior temporal sulcus of the macaque monkey. Soc. Neurosci. Abstr., 23, 450.