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Volumn 3, Issue 11s, 2000, Pages 1199-1204

Models of object recognition

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION PROCESSING; LEARNING; MODEL; NEUROPHYSIOLOGY; PRIORITY JOURNAL; PSYCHOPHYSICS; REVIEW; VISUAL INFORMATION; VISUAL MEMORY;

EID: 0033667230     PISSN: 10976256     EISSN: 15461726     Source Type: Journal    
DOI: 10.1038/81479     Document Type: Article
Times cited : (519)

References (59)
  • 5
    • 0025037991 scopus 로고
    • A network that learns to recognize 3D objects
    • Poggio, T. & Edelman, S. A network that learns to recognize 3D objects. Nature 343, 263–266 (1990).
    • (1990) Nature , vol.343 , pp. 263-266
    • Poggio, T.1    Edelman, S.2
  • 6
    • 0027676994 scopus 로고
    • Face recognition: Features versus templates
    • Brunelli, R. & Poggio, T. Face recognition: Features versus templates. IEEE PAMI 15, 1042–1052 (1993).
    • (1993) IEEE PAMI , vol.15 , pp. 1042-1052
    • Brunelli, R.1    Poggio, T.2
  • 7
    • 0000320045 scopus 로고    scopus 로고
    • Solla, S.A., Leen, T.K. & Müller, K.-K., MIT Press, Cambridge, Massachusetts
    • Yang, M.-H., Roth, D. & Ahuja, N. A. in Advances in Neural Information Processing Systems Vol. 12 (eds. Solla, S.A., Leen, T.K. & Müller, K.-K.) 855–861 (MIT Press, Cambridge, Massachusetts, 1999).
    • (1999) Advances in Neural Information Processing Systems , vol.12 , pp. 855-861
    • Yang, M.-H.1    Roth, D.2    Ahuja, N.A.3
  • 11
    • 0029881112 scopus 로고    scopus 로고
    • Inferotemporal cortex and object vision
    • Tanaka, K. Inferotemporal cortex and object vision. Annu. Rev. Neurosci. 19, 109–139 (1996).
    • (1996) Annu. Rev. Neurosci. , vol.19 , pp. 109-139
    • Tanaka, K.1
  • 16
    • 0018275277 scopus 로고
    • Representation and recognition of the spatial organization of three-dimensional shapes
    • Marr, D. & Nishihara, H. K. Representation and recognition of the spatial organization of three-dimensional shapes. Proc. R. Soc. Lond. B Biol. Sci. 200, 269–294 (1978).
    • (1978) Proc. R. Soc. Lond. B Biol. Sci. , vol.200 , pp. 269-294
    • Marr, D.1    Nishihara, H.K.2
  • 17
    • 0023322501 scopus 로고
    • Recognition-by-components: A theory of human image understanding
    • Biederman, I. Recognition-by-components: A theory of human image understanding. Psychol. Rev. 94, 115–147 (1987).
    • (1987) Psychol. Rev. , vol.94 , pp. 115-147
    • Biederman, I.1
  • 18
    • 0026886752 scopus 로고
    • Dynamic binding in a neural network for shape recognition
    • Hummel, J. & Biederman, I. Dynamic binding in a neural network for shape recognition. Psychol. Rev. 99, 480–517 (1992).
    • (1992) Psychol. Rev. , vol.99 , pp. 480-517
    • Hummel, J.1    Biederman, I.2
  • 19
    • 0027768046 scopus 로고
    • Recognizing depth-rotated objects: Evidence and conditions for three-dimensional viewpoint invariance
    • Biederman, I. & Gerhardstein, P. Recognizing depth-rotated objects: evidence and conditions for three-dimensional viewpoint invariance. J. Exp. Psychol. Hum. Percept. Perform. 19, 1162–1182 (1993).
    • (1993) J. Exp. Psychol. Hum. Percept. Perform. , vol.19 , pp. 1162-1182
    • Biederman, I.1    Gerhardstein, P.2
  • 20
    • 0029436675 scopus 로고
    • Is human object recognition better described by geon structural descriptions or by multiple views? Comment on Biederman and Gerhardstein (1993)
    • Tarr, M. & Bülthoff, H. Is human object recognition better described by geon structural descriptions or by multiple views? Comment on Biederman and Gerhardstein (1993). J. Exp. Psychol. Hum. Percept. Perform. 21, 1494–1505 (1995).
    • (1995) J. Exp. Psychol. Hum. Percept. Perform. , vol.21 , pp. 1494-1505
    • Tarr, M.1    Bülthoff, H.2
  • 21
    • 0032112199 scopus 로고    scopus 로고
    • Image-based object recognition in man, monkey and machine
    • Tarr, M. & Bülthoff, H. Image-based object recognition in man, monkey and machine. Cognition 67, 1–20 (1998).
    • (1998) Cognition , vol.67 , pp. 1-20
    • Tarr, M.1    Bülthoff, H.2
  • 23
    • 0032130210 scopus 로고    scopus 로고
    • Three-dimensional object recognition is viewpoint-dependent
    • Tarr, M., Williams, P., Hayward, W. & Gauthier, I. Three-dimensional object recognition is viewpoint-dependent. Nat. Neurosci. 1, 275–277 (1998).
    • (1998) Nat. Neurosci. , vol.1 , pp. 275-277
    • Tarr, M.1    Williams, P.2    Hayward, W.3    Gauthier, I.4
  • 24
    • 0029294644 scopus 로고
    • Shape representation in the inferior temporal cortex of monkeys
    • Logothetis, N., Pauls, J. & Poggio, T. Shape representation in the inferior temporal cortex of monkeys. Curr. Biol. 5, 552–563 (1995).
    • (1995) Curr. Biol. , vol.5 , pp. 552-563
    • Logothetis, N.1    Pauls, J.2    Poggio, T.3
  • 26
    • 0028329939 scopus 로고
    • What and ‘where’ in the human brain
    • Ungerleider, L. & Haxby, J. ‘What’ and ‘where’ in the human brain. Curr. Opin. Neurobiol. 4, 157–165 (1994).
    • (1994) Curr. Opin. Neurobiol. , vol.4 , pp. 157-165
    • Ungerleider, L.1    Haxby, J.2
  • 27
    • 0028211584 scopus 로고
    • Neuronal selectivities to complex object features in the ventral visual pathway of the macaque cerebral cortex
    • Kobatake, E. & Tanaka, K. Neuronal selectivities to complex object features in the ventral visual pathway of the macaque cerebral cortex. J. Neurophysiol. 71, 856–867 (1994).
    • (1994) J. Neurophysiol. , vol.71 , pp. 856-867
    • Kobatake, E.1    Tanaka, K.2
  • 28
    • 0031658050 scopus 로고    scopus 로고
    • View-invariant representations of familiar objects by neurons in the inferior temporal visual cortex
    • Booth, M. & Rolls, E. View-invariant representations of familiar objects by neurons in the inferior temporal visual cortex. Cereb. Cortex 8, 510–523 (1998).
    • (1998) Cereb. Cortex , vol.8 , pp. 510-523
    • Booth, M.1    Rolls, E.2
  • 29
    • 0031867554 scopus 로고    scopus 로고
    • Effects of shape-discrimination training on the selectivity of inferotemporal cells in adult monkeys
    • Kobatake, E., Wang, G. & Tanaka, K. Effects of shape-discrimination training on the selectivity of inferotemporal cells in adult monkeys. J. Neurophysiol. 80, 324–330 (1998).
    • (1998) J. Neurophysiol. , vol.80 , pp. 324-330
    • Kobatake, E.1    Wang, G.2    Tanaka, K.3
  • 30
    • 0029927108 scopus 로고    scopus 로고
    • Optical imaging of functional organization in the monkey inferotemporal cortex
    • Wang, G., Tanaka, K. & Tanifuji, M. Optical imaging of functional organization in the monkey inferotemporal cortex. Science 272, 1665–1668 (1996).
    • (1996) Science , vol.272 , pp. 1665-1668
    • Wang, G.1    Tanaka, K.2    Tanifuji, M.3
  • 31
    • 0026724565 scopus 로고
    • Sparse population coding of faces in the inferotemporal cortex
    • Young, M. & Yamane, S. Sparse population coding of faces in the inferotemporal cortex. Science 256, 1327–1331 (1992).
    • (1992) Science , vol.256 , pp. 1327-1331
    • Young, M.1    Yamane, S.2
  • 32
    • 0034304940 scopus 로고    scopus 로고
    • The prefrontal cortex and cognitive control
    • Miller, E. The prefrontal cortex and cognitive control. Nat. Rev. Neurosci. 1, 59–65 (2000).
    • (2000) Nat. Rev. Neurosci. , vol.1 , pp. 59-65
    • Miller, E.1
  • 33
    • 0026463329 scopus 로고
    • On the computational architecture of the neocortex. II. The role of corticocortical loops
    • Mumford, D. On the computational architecture of the neocortex. II. The role of corticocortical loops. Biol. Cybern. 66, 241–251 (1992).
    • (1992) Biol. Cybern. , vol.66 , pp. 241-251
    • Mumford, D.1
  • 34
    • 0031570014 scopus 로고    scopus 로고
    • Dynamic model of visual recognition predicts neural response properties in the visual cortex
    • Rao, R. & Ballard, D. Dynamic model of visual recognition predicts neural response properties in the visual cortex. Neural Comput. 9, 721–763 (1997).
    • (1997) Neural Comput , vol.9 , pp. 721-763
    • Rao, R.1    Ballard, D.2
  • 35
    • 0023410421 scopus 로고
    • Shifter circuits: A computational strategy for dynamic aspects of visual processing
    • Anderson, C. & van Essen, D. Shifter circuits: a computational strategy for dynamic aspects of visual processing. Proc. Natl. Acad. Sci. USA 84, 6297–6301 (1987).
    • (1987) Proc. Natl. Acad. Sci. USA , vol.84 , pp. 6297-6301
    • Anderson, C.1    Van Essen, D.2
  • 36
    • 0027379242 scopus 로고
    • A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information
    • Olshausen, B., Anderson, C. & van Essen, D. A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information. J. Neurosci. 13, 4700–4719 (1993).
    • (1993) J. Neurosci. , vol.13 , pp. 4700-4719
    • Olshausen, B.1    Erson, C.2    Van Essen, D.3
  • 37
    • 0028017669 scopus 로고
    • Properties of simulated neurons from a model of primate inferior temporal cortex
    • Gochin, P. Properties of simulated neurons from a model of primate inferior temporal cortex. Cereb. Cortex 5, 532–543 (1994).
    • (1994) Cereb. Cortex , vol.5 , pp. 532-543
    • Gochin, P.1
  • 38
    • 0029895137 scopus 로고    scopus 로고
    • Speed of processing in the human visual system
    • Thorpe, S., Fize, D. & Marlot, C. Speed of processing in the human visual system. Nature 381, 520–522 (1996).
    • (1996) Nature , vol.381 , pp. 520-522
    • Thorpe, S.1    Fize, D.2    Marlot, C.3
  • 39
    • 0019152630 scopus 로고
    • Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
    • Fukushima, K. Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position. Biol. Cybern. 36, 193–202 (1980).
    • (1980) Biol. Cybern. , vol.36 , pp. 193-202
    • Fukushima, K.1
  • 40
    • 0027630122 scopus 로고
    • Neurophysiology of shape processing
    • Perrett, D. & Oram, M. Neurophysiology of shape processing. Image Vis. Comput. 11, 317–333 (1993).
    • (1993) Image Vis. Comput. , vol.11 , pp. 317-333
    • Perrett, D.1    Oram, M.2
  • 41
    • 0031570069 scopus 로고    scopus 로고
    • SEEMORE: Combining color, shape, and texture histogramming in a neurally inspired approach to visual object recognition
    • Mel, B. SEEMORE: combining color, shape, and texture histogramming in a neurally inspired approach to visual object recognition. Neural Comput. 9, 777–804 (1997).
    • (1997) Neural Comput , vol.9 , pp. 777-804
    • Mel, B.1
  • 42
    • 0033316361 scopus 로고    scopus 로고
    • Hierarchical models of object recognition in cortex
    • Riesenhuber, M. & Poggio, T. Hierarchical models of object recognition in cortex. Nat. Neurosci. 2, 1019–1025 (1999).
    • (1999) Nat. Neurosci. , vol.2 , pp. 1019-1025
    • Riesenhuber, M.1    Poggio, T.2
  • 43
    • 0031040957 scopus 로고    scopus 로고
    • A model of invariant object recognition in the visual system
    • Wallis, G. & Rolls, E. A model of invariant object recognition in the visual system. Prog. Neurobiol. 51, 167–194 (1997).
    • (1997) Prog. Neurobiol. , vol.51 , pp. 167-194
    • Wallis, G.1    Rolls, E.2
  • 44
    • 0032833663 scopus 로고    scopus 로고
    • Are cortical models really bound by the “binding problem”?
    • Riesenhuber, M. & Poggio, T. Are cortical models really bound by the “binding problem”? Neuron 24, 87–93 (1999).
    • (1999) Neuron , vol.24 , pp. 87-93
    • Riesenhuber, M.1    Poggio, T.2
  • 45
    • 0033208584 scopus 로고    scopus 로고
    • A computational model for visual selection
    • Amit, Y. & Geman, D. A computational model for visual selection. Neural Comput. 11, 1691–1715 (1999).
    • (1999) Neural Comput , vol.11 , pp. 1691-1715
    • Amit, Y.1    Geman, D.2
  • 46
    • 0026536967 scopus 로고
    • Psychophysical support for a two-dimensional view interpolation theory of object recognition
    • Bülthoff, H. & Edelman, S. Psychophysical support for a two-dimensional view interpolation theory of object recognition. Proc. Natl. Acad. Sci. USA 89, 60–64 (1992).
    • (1992) Proc. Natl. Acad. Sci. USA , vol.89 , pp. 60-64
    • Bülthoff, H.1    Edelman, S.2
  • 48
    • 0000185364 scopus 로고
    • Class similarity and viewpoint invariance in the recognition of 3D objects
    • Edelman, S. Class similarity and viewpoint invariance in the recognition of 3D objects. Biol. Cybern. 72, 207–220 (1995).
    • (1995) Biol. Cybern. , vol.72 , pp. 207-220
    • Edelman, S.1
  • 49
    • 0029684129 scopus 로고    scopus 로고
    • Generalization to novel images in upright and inverted faces
    • Moses, Y., Ullman, S. & Edelman, S. Generalization to novel images in upright and inverted faces. Perception 25, 443–462 (1996).
    • (1996) Perception , vol.25 , pp. 443-462
    • Moses, Y.1    Ullman, S.2    Edelman, S.3
  • 51
    • 0029652445 scopus 로고
    • The wake-sleep algorithm for unsupervised neural networks
    • Hinton, G., Dayan, P., Frey, B. & Neal, R. The wake-sleep algorithm for unsupervised neural networks. Science 268, 1158–1160 (1995).
    • (1995) Science , vol.268 , pp. 1158-1160
    • Hinton, G.1    Dayan, P.2    Frey, B.3    Neal, R.4
  • 52
    • 0032418270 scopus 로고    scopus 로고
    • Responses of neurons in inferior temporal cortex during memory-guided visual search
    • Chelazzi, L., Duncan, J., Miller, E. & Desimone, R. Responses of neurons in inferior temporal cortex during memory-guided visual search. J. Neurophysiol. 80, 2918–2940 (1998).
    • (1998) J. Neurophysiol. , vol.80 , pp. 2918-2940
    • Chelazzi, L.1    Duncan, J.2    Miller, E.3    Desimone, R.4
  • 53
    • 0023854320 scopus 로고
    • State dependent activity in monkey visual cortex. II. Retinal and extraretinal factors in V4
    • Haenny, P., Maunsell, J. & Schiller, P. State dependent activity in monkey visual cortex. II. Retinal and extraretinal factors in V4. Exp. Brain Res. 69, 245–259 (1988).
    • (1988) Exp. Brain Res. , vol.69 , pp. 245-259
    • Haenny, P.1    Maunsell, J.2    Schiller, P.3
  • 54
    • 0029783329 scopus 로고    scopus 로고
    • Neural mechanism of visual working memory in prefrontal cortex of the macaque
    • Miller, E., Erickson, C. & Desimone, R. Neural mechanism of visual working memory in prefrontal cortex of the macaque. J. Neurosci. 16, 5154–5167 (1996).
    • (1996) J. Neurosci. , vol.16 , pp. 5154-5167
    • Miller, E.1    Erickson, C.2    Desimone, R.3
  • 55
    • 0028280857 scopus 로고
    • Neural correlates of feature selective memory and pop-out in extrastriate area V4
    • Motter, B. Neural correlates of feature selective memory and pop-out in extrastriate area V4. J. Neurosci. 14, 2190–2199 (1994).
    • (1994) J. Neurosci. , vol.14 , pp. 2190-2199
    • Motter, B.1
  • 56
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen, B. & Field, D. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381, 607–609 (1996).
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.1    Field, D.2
  • 57
    • 0034222304 scopus 로고    scopus 로고
    • Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces
    • Hyvärinen, A. & Hoyer, P. Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces. Neural Comput. 12, 1705–1720 (2000).
    • (2000) Neural Comput , vol.12 , pp. 1705-1720
    • Hyvärinen, A.1    Hoyer, P.2
  • 58
    • 0000188120 scopus 로고
    • Learning invariance from transformation sequences
    • Földiák, P. Learning invariance from transformation sequences. Neural Comput. 3, 194–200 (1991).
    • (1991) Neural Comput , vol.3 , pp. 194-200
    • Földiák, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.