메뉴 건너뛰기




Volumn 21, Issue 7, 2009, Pages 1952-1989

Combining feature- and correspondence-based methods for visual object recognition

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER GRAPHICS; HUMAN; PATTERN RECOGNITION; PHOTOSTIMULATION; PHYSIOLOGY; REACTION TIME; RECOGNITION; TIME; VISUAL SYSTEM;

EID: 68349132127     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2009.12-07-675     Document Type: Letter
Times cited : (12)

References (60)
  • 3
  • 4
    • 0020992473 scopus 로고
    • Graph grammars as a generative tool in image understanding
    • H. Ehrig, M. Nagl, & G. Rozenberg (Eds.), Berlin: Springer
    • Bunke, H. (1983). Graph grammars as a generative tool in image understanding. In H. Ehrig, M. Nagl, & G. Rozenberg (Eds.), Graph grammars and their application to computer science (pp. 8-19). Berlin: Springer.
    • (1983) Graph grammars and their application to computer science , pp. 8-19
    • Bunke, H.1
  • 5
    • 0029253807 scopus 로고
    • Representation, similarity, and the chorus of prototypes
    • Edelman, S. (1995). Representation, similarity, and the chorus of prototypes. Minds and Machines, 5(1), 45-68.
    • (1995) Minds and Machines , vol.5 , Issue.1 , pp. 45-68
    • Edelman, S.1
  • 6
    • 0036359692 scopus 로고    scopus 로고
    • Invariant recognition of feature combinations in the visual system
    • Elliffe, M., Rolls, E., & Stringer, S. (2002). Invariant recognition of feature combinations in the visual system. Biological Cybernetics, 86, 59-71.
    • (2002) Biological Cybernetics , vol.86 , pp. 59-71
    • Elliffe, M.1    Rolls, E.2    Stringer, S.3
  • 7
    • 0020970740 scopus 로고
    • Neocognitron: A neural network model for a mechanism of visual pattern recognition
    • Fukushima, K., Miyake, S., & Ito, T. (1983). Neocognitron: A neural network model for a mechanism of visual pattern recognition. IEEE Transactions on Systems, Man and Cybernetics, 13(5), 826-834.
    • (1983) IEEE Transactions on Systems, Man and Cybernetics , vol.13 , Issue.5 , pp. 826-834
    • Fukushima, K.1    Miyake, S.2    Ito, T.3
  • 11
    • 33645410496 scopus 로고
    • Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
    • Hubel, D., & Wiesel, T. (1962). Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. Journal of Physiology, 160, 106-154.
    • (1962) Journal of Physiology , vol.160 , pp. 106-154
    • Hubel, D.1    Wiesel, T.2
  • 12
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex
    • Jones, J., & Palmer, L. (1987). An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex. Journal of Neurophysiology, 58(6), 1233-1258.
    • (1987) Journal of Neurophysiology , vol.58 , Issue.6 , pp. 1233-1258
    • Jones, J.1    Palmer, L.2
  • 14
    • 0031238275 scopus 로고    scopus 로고
    • Application of majority voting to pattern recognition: An analysis of its behavior and performance
    • Lam, L., & Suen, S. (1997). Application of majority voting to pattern recognition: An analysis of its behavior and performance. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 27(5), 553-568.
    • (1997) IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans , vol.27 , Issue.5 , pp. 553-568
    • Lam, L.1    Suen, S.2
  • 15
    • 0023981750 scopus 로고
    • Self-organization in a perceptual network
    • Linsker, R. (1988). Self-organization in a perceptual network. IEEE Computer, 21, 105-117.
    • (1988) IEEE Computer , vol.21 , pp. 105-117
    • Linsker, R.1
  • 16
    • 0029067159 scopus 로고
    • Psychophysical and physiological evidence for viewer-centered object representation in the primate
    • Logothetis, N., & Pauls, J. (1995). Psychophysical and physiological evidence for viewer-centered object representation in the primate. Cerebral Cortex, 3, 270-288.
    • (1995) Cerebral Cortex , vol.3 , pp. 270-288
    • Logothetis, N.1    Pauls, J.2
  • 17
    • 53349177490 scopus 로고    scopus 로고
    • Rapid convergence to feature layer correspondences
    • Lücke, J., Keck, C., & von der Malsburg, C. (2008). Rapid convergence to feature layer correspondences. Neural Comput., 20(10), 2441-2463.
    • (2008) Neural Comput , vol.20 , Issue.10 , pp. 2441-2463
    • Lücke, J.1    Keck, C.2    von der Malsburg, C.3
  • 18
    • 51249194645 scopus 로고
    • A logical calculus of the ideas immanent in nervous activity
    • McCulloch, W., & Pitts, W. (1943). A logical calculus of the ideas immanent in nervous activity. Bulletin of Mathematical Biophysics, 5, 115-133.
    • (1943) Bulletin of Mathematical Biophysics , vol.5 , pp. 115-133
    • McCulloch, W.1    Pitts, W.2
  • 19
    • 0031570069 scopus 로고    scopus 로고
    • SEEMORE: Combining color, shape, and texture histogramming in a neurally inspired approach to visual object recognition
    • Mel, B. (1997). SEEMORE: Combining color, shape, and texture histogramming in a neurally inspired approach to visual object recognition. Neural Comput., 9, 777-804.
    • (1997) Neural Comput , vol.9 , pp. 777-804
    • Mel, B.1
  • 20
    • 37849020499 scopus 로고    scopus 로고
    • Similarity rank correlation for face recognition under unenrolled pose
    • S.-W. Lee & S. Z. Li (Eds.), Berlin: Springer
    • Müller, M. K., Heinrichs, A., Tewes, A. H., Schäfer, A., & Würtz, R. P. (2007). Similarity rank correlation for face recognition under unenrolled pose. In S.-W. Lee & S. Z. Li (Eds.), Advances in biometrics (pp. 67-76). Berlin: Springer.
    • (2007) Advances in biometrics , pp. 67-76
    • Müller, M.K.1    Heinrichs, A.2    Tewes, A.H.3    Schäfer, A.4    Würtz, R.P.5
  • 21
    • 0029220876 scopus 로고
    • Visual learning and recognition of 3-D objects from appearance
    • Murase, H., & Nayar, S. (1995). Visual learning and recognition of 3-D objects from appearance. International Journal of Computer Vision, 14, 5-24.
    • (1995) International Journal of Computer Vision , vol.14 , pp. 5-24
    • Murase, H.1    Nayar, S.2
  • 23
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen, B., & Field, D. (1996). Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381(6583), 607-609.
    • (1996) Nature , vol.381 , Issue.6583 , pp. 607-609
    • Olshausen, B.1    Field, D.2
  • 24
    • 0028571107 scopus 로고
    • Modelling visual recognition from neurobiological constraints
    • Oram, M., & Perret, D. (1994). Modelling visual recognition from neurobiological constraints. Neural Networks, 7(6/7), 945-972.
    • (1994) Neural Networks , vol.7 , Issue.6-7 , pp. 945-972
    • Oram, M.1    Perret, D.2
  • 27
    • 38949193299 scopus 로고    scopus 로고
    • Why is real-world visual object recognition hard?
    • Pinto, N., Cox, D. D., & DiCarlo, J. J. (2008). Why is real-world visual object recognition hard? PLoS Computational Biology, 4(1), 151-156.
    • (2008) PLoS Computational Biology , vol.4 , Issue.1 , pp. 151-156
    • Pinto, N.1    Cox, D.D.2    DiCarlo, J.J.3
  • 28
    • 51649199666 scopus 로고
    • How we know universals: The perception of auditory and visual forms
    • Pitts, W., & McCulloch, W. (1947). How we know universals: The perception of auditory and visual forms. Bulletin of Mathematical Biophysics, 9, 127-147.
    • (1947) Bulletin of Mathematical Biophysics , vol.9 , pp. 127-147
    • Pitts, W.1    McCulloch, W.2
  • 29
    • 84902178416 scopus 로고    scopus 로고
    • Reconstruction from graphs labeled with responses of Gabor filters
    • C. von der Malsburg, W. von Seelen, J. Vorbrüggen, & B. Sendhoff (Eds.), Berlin: Springer
    • Pötzsch, M., Maurer, T., Wiskott, L., & von der Malsburg, C. (1996). Reconstruction from graphs labeled with responses of Gabor filters. In C. von der Malsburg, W. von Seelen, J. Vorbrüggen, & B. Sendhoff (Eds.), Proceedings of the ICANN 1996 (pp. 845-850). Berlin: Springer.
    • (1996) Proceedings of the ICANN 1996 , pp. 845-850
    • Pötzsch, M.1    Maurer, T.2    Wiskott, L.3    von der Malsburg, C.4
  • 32
    • 0033872313 scopus 로고    scopus 로고
    • Recognition without correspondence using multidimensional receptive field histograms
    • Schiele, B., & Crowley, J. L. (2000). Recognition without correspondence using multidimensional receptive field histograms. International Journal of Computer Vision, 36(1), 31-50.
    • (2000) International Journal of Computer Vision , vol.36 , Issue.1 , pp. 31-50
    • Schiele, B.1    Crowley, J.L.2
  • 33
    • 33846129368 scopus 로고    scopus 로고
    • Object manipulation by integration of visual and tactile representations
    • U. J. Ilg, H. H. Bülthoff, & H. A. Mallot (Eds.), Amsterdam: IOS Press
    • Schmidt, P., & Westphal, G. (2004). Object manipulation by integration of visual and tactile representations. In U. J. Ilg, H. H. Bülthoff, & H. A. Mallot (Eds.), Dynamic perception (pp. 101-106). Amsterdam: IOS Press.
    • (2004) Dynamic perception , pp. 101-106
    • Schmidt, P.1    Westphal, G.2
  • 34
    • 34247096930 scopus 로고    scopus 로고
    • A feedforward architecture accounts for rapid categorization
    • Serre, T., Oliva, A., & Poggio, T. (2007). A feedforward architecture accounts for rapid categorization. PNAS, 104(15), 6424-6429.
    • (2007) PNAS , vol.104 , Issue.15 , pp. 6424-6429
    • Serre, T.1    Oliva, A.2    Poggio, T.3
  • 35
    • 0003866753 scopus 로고    scopus 로고
    • Unpublished doctoral dissertation, University of Southern California
    • Shams, L. (1999). Development of visual shape primitives. Unpublished doctoral dissertation, University of Southern California.
    • (1999) Development of visual shape primitives
    • Shams, L.1
  • 36
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon, C. (1948). A mathematical theory of communication. Bell Systems Technical Journal, 27, 623-656.
    • (1948) Bell Systems Technical Journal , vol.27 , pp. 623-656
    • Shannon, C.1
  • 39
    • 0029895137 scopus 로고    scopus 로고
    • Speed of processing in the human visual system
    • Thorpe, S., Fize, D., & Marlot, C. (1996). Speed of processing in the human visual system. Nature, 381, 520-522.
    • (1996) Nature , vol.381 , pp. 520-522
    • Thorpe S1    Fize, D.2    Marlot, C.3
  • 40
    • 0035847082 scopus 로고    scopus 로고
    • Seeking categories in the brain
    • Thorpe, S., & Thorpe, M. (2001). Seeking categories in the brain. Neuroscience, 291, 260-263.
    • (2001) Neuroscience , vol.291 , pp. 260-263
    • Thorpe, S.1    Thorpe, M.2
  • 41
    • 0018878142 scopus 로고
    • A feature integration theory of attention
    • Treismann, A., & Gelade, G. (1980). A feature integration theory of attention. Cognitive Psychology, 12, 97-136.
    • (1980) Cognitive Psychology , vol.12 , pp. 97-136
    • Treismann, A.1    Gelade, G.2
  • 42
    • 0038341540 scopus 로고
    • Analyzing vision at the complexity level
    • Tsotsos, J. K. (1990). Analyzing vision at the complexity level. Behavioral and Brain Sciences, 13(3), 423-445.
    • (1990) Behavioral and Brain Sciences , vol.13 , Issue.3 , pp. 423-445
    • Tsotsos, J.K.1
  • 43
    • 0024720453 scopus 로고
    • Aligning pictorial descriptions: An approach to object recognition
    • Ullman, S. (1989). Aligning pictorial descriptions: An approach to object recognition. Cognition, 32(3), 193-254.
    • (1989) Cognition , vol.32 , Issue.3 , pp. 193-254
    • Ullman, S.1
  • 44
    • 33846579612 scopus 로고    scopus 로고
    • Object recognition and segmentation by a fragment-based hierarchy
    • Ullman, S. (2007). Object recognition and segmentation by a fragment-based hierarchy. Trends in Cognitive Sciences, 11(2), 58-64.
    • (2007) Trends in Cognitive Sciences , vol.11 , Issue.2 , pp. 58-64
    • Ullman, S.1
  • 45
    • 0003708920 scopus 로고
    • (Internal Rep. 81-2). Göttingen: Max-Planck-Institute for Biophysical Chemistry, Department of Neurobiology
    • von der Malsburg, C. (1981). The correlation theory of brain function (Internal Rep. 81-2). Göttingen: Max-Planck-Institute for Biophysical Chemistry, Department of Neurobiology.
    • (1981) The correlation theory of brain function
    • von der Malsburg, C.1
  • 46
    • 0023829116 scopus 로고
    • Pattern recognition by labeled graph matching
    • von der Malsburg, C. (1988). Pattern recognition by labeled graph matching. Neural Networks, 1, 141-148.
    • (1988) Neural Networks , vol.1 , pp. 141-148
    • von der Malsburg, C.1
  • 47
    • 0032857224 scopus 로고    scopus 로고
    • The what and why of binding: The modeler's perspective
    • von der Malsburg, C. (1999). The what and why of binding: The modeler's perspective. Neuron, 24, 95-104.
    • (1999) Neuron , vol.24 , pp. 95-104
    • von der Malsburg, C.1
  • 48
    • 9144220897 scopus 로고    scopus 로고
    • The dynamic link architecture
    • M. Arbib (Ed.), (2nd ed.), Cambridge, MA: MIT Press
    • von der Malsburg, C. (2002). The dynamic link architecture. In M. Arbib (Ed.), The handbook of brain theory and neural networks (2nd ed., pp. 1002-1005). Cambridge, MA: MIT Press.
    • (2002) The handbook of brain theory and neural networks , pp. 1002-1005
    • von der Malsburg, C.1
  • 49
    • 72249119959 scopus 로고
    • Pose invariant object recognition in a neural system
    • F. Fogelmann-Soulié, J. C. Rault, P. Gallinari, & G. Dreyfus (Eds.), (ICANN 1995), Paris, France: EC2 & Cie
    • von der Malsburg, C., & Reiser, K. (1995). Pose invariant object recognition in a neural system. In F. Fogelmann-Soulié, J. C. Rault, P. Gallinari, & G. Dreyfus (Eds.), International Conference on Artifical Neural Networks (ICANN 1995) (pp. 127-132). Paris, France: EC2 & Cie.
    • (1995) International Conference on Artifical Neural Networks , pp. 127-132
    • von der Malsburg, C.1    Reiser, K.2
  • 51
    • 0038159929 scopus 로고    scopus 로고
    • Learning optimized features for hierarchical models of invariant object recognition
    • Wersing, H., & Körner, E. (2003). Learning optimized features for hierarchical models of invariant object recognition. Neural Comput., 15, 1559-1588.
    • (2003) Neural Comput , vol.15 , pp. 1559-1588
    • Wersing, H.1    Körner, E.2
  • 53
    • 10044269424 scopus 로고    scopus 로고
    • Fast object and pose recognition through minimum entropy coding
    • J. Kittler, M. Petrou, & M. Nixon (Eds.) Cambridge, UK: IEEE Press
    • Westphal, G., & Würtz, R. P. (2004). Fast object and pose recognition through minimum entropy coding. In J. Kittler, M. Petrou, & M. Nixon (Eds.), 17th International Conference on Pattern Recognition (ICPR 2004) (Vol. 3, pp. 53-56). Cambridge, UK: IEEE Press.
    • (2004) 17th International Conference on Pattern Recognition (ICPR 2004) , vol.3 , pp. 53-56
    • Westphal, G.1    Würtz, R.P.2
  • 57
    • 10044274203 scopus 로고    scopus 로고
    • Image representation by complex cell responses
    • Wundrich, I. J., von der Malsburg, C., & Würtz, R. P. (2004). Image representation by complex cell responses. Neural Comput., 16(12), 2563-2575.
    • (2004) Neural Comput , vol.16 , Issue.12 , pp. 2563-2575
    • Wundrich, I.J.1    von der Malsburg, C.2    Würtz, R.P.3
  • 59
    • 0031192983 scopus 로고    scopus 로고
    • Object recognition robust under translations deformations, and changes in background
    • Würtz, R. P. (1997). Object recognition robust under translations, deformations, and changes in background. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(7), 769-775.
    • (1997) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.19 , Issue.7 , pp. 769-775
    • Würtz, R.P.1
  • 60
    • 24744462914 scopus 로고    scopus 로고
    • Multiple object response normalization in monkey inferotemporal cortex
    • Zoccolan, D., Cox, D., & DiCarlo, J. (2005). Multiple object response normalization in monkey inferotemporal cortex. Journal of Neuroscience, 25(36), 8150-8164.
    • (2005) Journal of Neuroscience , vol.25 , Issue.36 , pp. 8150-8164
    • Zoccolan, D.1    Cox, D.2    DiCarlo, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.