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Volumn 46, Issue 23, 2006, Pages 3994-4006

Spatial vs temporal continuity in view invariant visual object recognition learning

Author keywords

Continuous transformation; Inferior temporal cortex; Object recognition; Trace learning

Indexed keywords

ARTICLE; LEARNING; PRIORITY JOURNAL; PSYCHOPHYSICS; RECOGNITION; SIMULATION; VISION;

EID: 33749051859     PISSN: 00426989     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.visres.2006.07.025     Document Type: Article
Times cited : (41)

References (40)
  • 1
    • 18144362706 scopus 로고    scopus 로고
    • Learning viewpoint-invariant face representations from visual experience in an attractor network
    • Bartlett M.S., and Sejnowski T.J. Learning viewpoint-invariant face representations from visual experience in an attractor network. Network: Computation in Neural Systems 9 (1998) 399-417
    • (1998) Network: Computation in Neural Systems , vol.9 , pp. 399-417
    • Bartlett, M.S.1    Sejnowski, T.J.2
  • 2
    • 0033556920 scopus 로고    scopus 로고
    • Implicit learning in 3D object recognition: the importance of temporal context
    • Becker S. Implicit learning in 3D object recognition: the importance of temporal context. Neural Computation 11 (1999) 347-374
    • (1999) Neural Computation , vol.11 , pp. 347-374
    • Becker, S.1
  • 3
    • 0023322501 scopus 로고
    • Recognition-by-components: a theory of human image understanding
    • Biederman I. Recognition-by-components: a theory of human image understanding. Psychological Review 94 2 (1987) 115-147
    • (1987) Psychological Review , vol.94 , Issue.2 , pp. 115-147
    • Biederman, I.1
  • 4
    • 0033044801 scopus 로고    scopus 로고
    • One-shot viewpoint invariance in matching novel objects
    • Biederman I., and Bar M. One-shot viewpoint invariance in matching novel objects. Vision Research 39 (1999) 2885-2899
    • (1999) Vision Research , vol.39 , pp. 2885-2899
    • Biederman, I.1    Bar, M.2
  • 6
    • 0031658050 scopus 로고    scopus 로고
    • View-invariant representations of familiar objects by neurons in the inferior temporal visual cortex
    • Booth M.C.A., and Rolls E.T. View-invariant representations of familiar objects by neurons in the inferior temporal visual cortex. Cerebral Cortex 8 (1998) 510-523
    • (1998) Cerebral Cortex , vol.8 , pp. 510-523
    • Booth, M.C.A.1    Rolls, E.T.2
  • 7
    • 0025969866 scopus 로고
    • Face-selective cells in the temporal cortex of monkeys
    • Desimone R. Face-selective cells in the temporal cortex of monkeys. Journal of Cognitive Neuroscience 3 (1991) 1-8
    • (1991) Journal of Cognitive Neuroscience , vol.3 , pp. 1-8
    • Desimone, R.1
  • 8
    • 0036458394 scopus 로고    scopus 로고
    • Learning the invariance properties of complex cells from their responses to natural stimuli
    • Einhäuser W., Kayser C., König P., and Körding K.P. Learning the invariance properties of complex cells from their responses to natural stimuli. European Journal of Neuroscience 15 (2002) 475-486
    • (2002) European Journal of Neuroscience , vol.15 , pp. 475-486
    • Einhäuser, W.1    Kayser, C.2    König, P.3    Körding, K.P.4
  • 9
    • 0000188120 scopus 로고
    • Learning invariance from transformation sequences
    • Földiák P. Learning invariance from transformation sequences. Neural Computation 3 (1991) 194-200
    • (1991) Neural Computation , vol.3 , pp. 194-200
    • Földiák, P.1
  • 10
    • 0024594788 scopus 로고
    • Object-centered encoding by face-selective neurons in the cortex in the superior temporal sulcus of the monkey
    • Hasselmo M.E., Rolls E.T., Baylis G.C., and Nalwa V. Object-centered encoding by face-selective neurons in the cortex in the superior temporal sulcus of the monkey. Experimental Brain Research 75 (1989) 417-429
    • (1989) Experimental Brain Research , vol.75 , pp. 417-429
    • Hasselmo, M.E.1    Rolls, E.T.2    Baylis, G.C.3    Nalwa, V.4
  • 12
    • 0028835353 scopus 로고
    • Size and position invariance of neuronal response in monkey inferotemporal cortex
    • Ito M., Tamura H., Fujita I., and Tanaka K. Size and position invariance of neuronal response in monkey inferotemporal cortex. Journal of Neurophysiology 73 (1995) 218-226
    • (1995) Journal of Neurophysiology , vol.73 , pp. 218-226
    • Ito, M.1    Tamura, H.2    Fujita, I.3    Tanaka, K.4
  • 13
    • 0028211584 scopus 로고
    • Neuronal selectivities to complex object features in the ventral visual pathway of the macaque cerebral cortex
    • Kobotake E., and Tanaka K. Neuronal selectivities to complex object features in the ventral visual pathway of the macaque cerebral cortex. Journal of Neurophysiology 71 (1994) 856-867
    • (1994) Journal of Neurophysiology , vol.71 , pp. 856-867
    • Kobotake, E.1    Tanaka, K.2
  • 14
    • 0033780248 scopus 로고    scopus 로고
    • Spatial sensitivity of macaque inferior temporal neurons
    • Op de Beeck H., and Vogels R. Spatial sensitivity of macaque inferior temporal neurons. Journal of Comparative Neurology 426 (2000) 505-518
    • (2000) Journal of Comparative Neurology , vol.426 , pp. 505-518
    • Op de Beeck, H.1    Vogels, R.2
  • 15
    • 0033316361 scopus 로고    scopus 로고
    • Hierarchical models of object recognition in cortex
    • Riesenhuber M., and Poggio T. Hierarchical models of object recognition in cortex. Nature Neuroscience 2 (1999) 1019-1025
    • (1999) Nature Neuroscience , vol.2 , pp. 1019-1025
    • Riesenhuber, M.1    Poggio, T.2
  • 16
    • 0027128542 scopus 로고
    • Neurophysiological mechanisms underlying face processing within and beyond the temporal cortical visual areas
    • Rolls E.T. Neurophysiological mechanisms underlying face processing within and beyond the temporal cortical visual areas. Philosophical Transactions of the Royal Society 335 (1992) 11-21
    • (1992) Philosophical Transactions of the Royal Society , vol.335 , pp. 11-21
    • Rolls, E.T.1
  • 17
    • 0033695036 scopus 로고    scopus 로고
    • Functions of the primate temporal lobe cortical visual areas in invariant visual object and face recognition
    • Rolls E.T. Functions of the primate temporal lobe cortical visual areas in invariant visual object and face recognition. Neuron 27 (2000) 205-218
    • (2000) Neuron , vol.27 , pp. 205-218
    • Rolls, E.T.1
  • 18
    • 33751402386 scopus 로고    scopus 로고
    • Rolls, E. T. (2006). The representation of information about faces in the temporal and frontal lobes of primates including humans. Neuropsychologia (in press), doi:10.1016/j.neuropsychologia.2006.04.019.
  • 19
    • 0037222290 scopus 로고    scopus 로고
    • The receptive fields of inferior temporal cortex neurons in natural scenes
    • Rolls E.T., Aggelopoulos N.C., and Zheng F. The receptive fields of inferior temporal cortex neurons in natural scenes. Journal of Neuroscience 23 (2003) 339-348
    • (2003) Journal of Neuroscience , vol.23 , pp. 339-348
    • Rolls, E.T.1    Aggelopoulos, N.C.2    Zheng, F.3
  • 20
    • 0023146186 scopus 로고
    • 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
    • Rolls E.T., and Baylis G.C. 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. Experimental Brain Research 65 (1986) 38-48
    • (1986) Experimental Brain Research , vol.65 , pp. 38-48
    • Rolls, E.T.1    Baylis, G.C.2
  • 21
    • 0023153110 scopus 로고
    • The responses of neurons in the cortex in the superior temporal sulcus of the monkey to band-pass spatial frequency filtered faces
    • Rolls E.T., Baylis G.C., and Hasselmo M.E. The responses of neurons in the cortex in the superior temporal sulcus of the monkey to band-pass spatial frequency filtered faces. Vision Research 27 (1987) 311-326
    • (1987) Vision Research , vol.27 , pp. 311-326
    • Rolls, E.T.1    Baylis, G.C.2    Hasselmo, M.E.3
  • 22
    • 0022416077 scopus 로고
    • Role of low and high spatial frequencies in the face-selective responses of neurons in the cortex in the superior temporal sulcus
    • Rolls E.T., Baylis G.C., and Leonard C.M. Role of low and high spatial frequencies in the face-selective responses of neurons in the cortex in the superior temporal sulcus. Vision Research 25 (1985) 1021-1035
    • (1985) Vision Research , vol.25 , pp. 1021-1035
    • Rolls, E.T.1    Baylis, G.C.2    Leonard, C.M.3
  • 24
    • 0034320535 scopus 로고    scopus 로고
    • A model of invariant object recognition in the visual system: learning rules, activation functions, lateral inhibition, and information-based performance measures
    • Rolls E.T., and Milward T. A model of invariant object recognition in the visual system: learning rules, activation functions, lateral inhibition, and information-based performance measures. Neural Computation 12 (2000) 2547-2572
    • (2000) Neural Computation , vol.12 , pp. 2547-2572
    • Rolls, E.T.1    Milward, T.2
  • 25
    • 0041470119 scopus 로고    scopus 로고
    • Invariant object recognition in the visual system with error correction and temporal difference learning
    • Rolls E.T., and Stringer S.M. Invariant object recognition in the visual system with error correction and temporal difference learning. Network: Computation in Neural Systems 12 (2001) 111-129
    • (2001) Network: Computation in Neural Systems , vol.12 , pp. 111-129
    • Rolls, E.T.1    Stringer, S.M.2
  • 27
    • 0030782448 scopus 로고    scopus 로고
    • Information in the neuronal representation of individual stimuli in the primate temporal visual cortex
    • Rolls E.T., Treves A., Tovee M., and Panzeri S. Information in the neuronal representation of individual stimuli in the primate temporal visual cortex. Journal of Computational Neuroscience 4 (1997) 309-333
    • (1997) Journal of Computational Neuroscience , vol.4 , pp. 309-333
    • Rolls, E.T.1    Treves, A.2    Tovee, M.3    Panzeri, S.4
  • 28
    • 0030895916 scopus 로고    scopus 로고
    • The representational capacity of the distributed encoding of information provided by populations of neurons in the primate temporal visual cortex
    • Rolls E.T., Treves A., and Tovee M.J. The representational capacity of the distributed encoding of information provided by populations of neurons in the primate temporal visual cortex. Experimental Brain Research 114 (1997) 149-162
    • (1997) Experimental Brain Research , vol.114 , pp. 149-162
    • Rolls, E.T.1    Treves, A.2    Tovee, M.J.3
  • 29
    • 0030265917 scopus 로고    scopus 로고
    • Learning perceptually salient visual parameters using spatiotemporal smoothness constraints
    • Stone J.V. Learning perceptually salient visual parameters using spatiotemporal smoothness constraints. Neural Computation 8 (1996) 1463-1492
    • (1996) Neural Computation , vol.8 , pp. 1463-1492
    • Stone, J.V.1
  • 30
    • 31144437809 scopus 로고    scopus 로고
    • Learning invariant object recognition in the visual system with continuous transformations
    • Stringer S.M., Perry G., Rolls E.T., and Proske J.H. Learning invariant object recognition in the visual system with continuous transformations. Biological Cybernetics 94 (2006) 128-142
    • (2006) Biological Cybernetics , vol.94 , pp. 128-142
    • Stringer, S.M.1    Perry, G.2    Rolls, E.T.3    Proske, J.H.4
  • 31
    • 0036834483 scopus 로고    scopus 로고
    • Invariant object recognition in the visual system with novel views of 3D objects
    • Stringer S.M., and Rolls E.T. Invariant object recognition in the visual system with novel views of 3D objects. Neural Computation 14 (2002) 2585-2596
    • (2002) Neural Computation , vol.14 , pp. 2585-2596
    • Stringer, S.M.1    Rolls, E.T.2
  • 32
    • 0025916180 scopus 로고
    • Coding visual images of objects in the inferotemporal cortex of the macaque monkey
    • Tanaka K., Saito H., Fukada Y., and Moriya M. Coding visual images of objects in the inferotemporal cortex of the macaque monkey. Journal of Neurophysiology 66 (1991) 170-189
    • (1991) Journal of Neurophysiology , vol.66 , pp. 170-189
    • Tanaka, K.1    Saito, H.2    Fukada, Y.3    Moriya, M.4
  • 33
    • 0027990312 scopus 로고
    • Translation invariance and the responses of neurons in the temporal visual cortical areas of primates
    • Tovee M.J., Rolls E.T., and Azzopardi P. Translation invariance and the responses of neurons in the temporal visual cortical areas of primates. Journal of Neurophysiology 72 (1994) 1049-1060
    • (1994) Journal of Neurophysiology , vol.72 , pp. 1049-1060
    • Tovee, M.J.1    Rolls, E.T.2    Azzopardi, P.3
  • 35
    • 0036086043 scopus 로고    scopus 로고
    • Effects of illumination intensity and direction on object coding in macaque inferior temporal cortex
    • Vogels R., and Biederman I. Effects of illumination intensity and direction on object coding in macaque inferior temporal cortex. Cerebral Cortex 12 (2002) 756-766
    • (2002) Cerebral Cortex , vol.12 , pp. 756-766
    • Vogels, R.1    Biederman, I.2
  • 36
    • 0036165634 scopus 로고    scopus 로고
    • The role of object motion in forging long-term representations of objects
    • Wallis G. The role of object motion in forging long-term representations of objects. Visual Cognition 9 (2002) 233-247
    • (2002) Visual Cognition , vol.9 , pp. 233-247
    • Wallis, G.1
  • 38
    • 0031040957 scopus 로고    scopus 로고
    • Invariant face and object recognition in the visual system
    • Wallis G., and Rolls E.T. Invariant face and object recognition in the visual system. Progress in Neurobiology 51 (1997) 167-194
    • (1997) Progress in Neurobiology , vol.51 , pp. 167-194
    • Wallis, G.1    Rolls, E.T.2
  • 39
    • 28044438717 scopus 로고    scopus 로고
    • Prior experience of rotation is not required for recognizing objects seen from different angles
    • Wang G., Obama S., Yamashita W., Sugihara T., and Tanaka K. Prior experience of rotation is not required for recognizing objects seen from different angles. Nature Neuroscience 8 (2005) 1768-1775
    • (2005) Nature Neuroscience , vol.8 , pp. 1768-1775
    • Wang, G.1    Obama, S.2    Yamashita, W.3    Sugihara, T.4    Tanaka, K.5
  • 40
    • 0036546660 scopus 로고    scopus 로고
    • Slow feature analysis: unsupervised learning of invariances
    • Wiskott L., and Sejnowski T.J. Slow feature analysis: unsupervised learning of invariances. Neural Computation 14 (2002) 715-770
    • (2002) Neural Computation , vol.14 , pp. 715-770
    • Wiskott, L.1    Sejnowski, T.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.