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Volumn 20, Issue 12, 2009, Pages 1871-1884

Visual grouping by neural oscillator networks

Author keywords

Grouping; Image segmentation; Neural oscillator; Synchronization; Vision

Indexed keywords

CONTOUR INTEGRATION; DESYNCHRONIZATION; DIFFUSIVE COUPLING; DISTRIBUTED SYNCHRONIZATION; NEURAL OSCILLATOR; NEURAL OSCILLATOR NETWORK; NEURAL SYNCHRONIZATION; PERCEPTUAL GROUPING; SIMPLE NETWORKS; STATE-OF-THE-ART APPROACH; VISUAL GROUPING;

EID: 72149116417     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2009.2031678     Document Type: Article
Times cited : (24)

References (62)
  • 2
    • 0031442487 scopus 로고    scopus 로고
    • Modelling the perceptual segregation of double vowels with a network of neural oscillators
    • G. J. Brown and D. L.Wang, "Modelling the perceptual segregation of double vowels with a network of neural oscillators," Neural Netw., vol.10, no.9, pp. 1547-1558, 1997.
    • (1997) Neural Netw , vol.10 , Issue.9 , pp. 1547-1558
    • Brown, G.J.1    Wang, D.L.2
  • 3
    • 33645653318 scopus 로고    scopus 로고
    • Areview of image denoising algorithms, with a new one
    • A. Buades, B. Coll, and J. M. Morel, "Areview of image denoising algorithms, with a new one," Multiscale Model. Simul., vol.4, no.2, pp. 490-530, 2005.
    • (2005) Multiscale Model. Simul. , vol.4 , Issue.2 , pp. 490-530
    • Buades, A.1    Coll, B.2    Morel, J.M.3
  • 5
    • 0035989189 scopus 로고    scopus 로고
    • A dynamically coupled neural oscillator network for image segmentation
    • K. Chen and D. L. Wang, "A dynamically coupled neural oscillator network for image segmentation," Neural Netw., vol.15, no.3, pp. 423-439, 2002.
    • (2002) Neural Netw , vol.15 , Issue.3 , pp. 423-439
    • Chen, K.1    Wang, D.L.2
  • 6
    • 0029357425 scopus 로고
    • Mean shift, mode seeking, and clustering
    • Aug.
    • Y. Cheng, "Mean shift, mode seeking, and clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol.17, no.8, pp. 790-799, Aug. 1995.
    • (1995) IEEE Trans. Pattern Anal. Mach. Intell. , vol.17 , Issue.8 , pp. 790-799
    • Cheng, Y.1
  • 7
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • May
    • D. Comaniciu and P. Meer, "Mean shift: A robust approach toward feature space analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol.24, no.5, pp. 603-619, May 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 9
    • 0842303248 scopus 로고    scopus 로고
    • Computational gestalts and perception thresholds
    • A. Desolneux, L. Moisan, and J.-M. Morel, "Computational gestalts and perception thresholds," J. Physiol. Paris, vol.97, no.2-3, pp. 311-322, 2003.
    • (2003) J. Physiol. Paris , vol.97 , Issue.2-3 , pp. 311-322
    • Desolneux, A.1    Moisan, L.2    Morel, J.-M.3
  • 12
    • 34147102897 scopus 로고    scopus 로고
    • A unified framework for detecting groups and application to shape recognition
    • F. Cao, J. Delon, A. Desolneux, P. Musé, and F. Sur, "A unified framework for detecting groups and application to shape recognition," J. Math. Imag. Vis., vol.27, no.2, pp. 91-119, 2007.
    • (2007) J. Math. Imag. Vis. , vol.27 , Issue.2 , pp. 91-119
    • Cao, F.1    Delon, J.2    Desolneux, A.3    Musé, P.4    Sur, F.5
  • 13
    • 70349209642 scopus 로고    scopus 로고
    • Stability and synchronization in neural fields
    • O. Faugeras, F. Grimbert, and J. J. Slotine, "Stability and synchronization in neural fields," SIAM J. Appl. Math., vol.68, no.1, pp. 205-250, 2008.
    • (2008) SIAM J. Appl. Math. , vol.68 , Issue.1 , pp. 205-250
    • Faugeras, O.1    Grimbert, F.2    Slotine, J.J.3
  • 14
    • 0027420016 scopus 로고
    • Contour integration by the human visual system: Evidence for a local association field
    • Jan.
    • D. J. Field, A. Hayes, and R. F. Hess, "Contour integration by the human visual system: Evidence for a local "association field"," Vis. Res., vol.33, no.2, pp. 173-193, Jan. 1993.
    • (1993) Vis. Res. , vol.33 , Issue.2 , pp. 173-193
    • Field, D.J.1    Hayes, A.2    Hess, R.F.3
  • 15
    • 53349102813 scopus 로고
    • Impulses and physiological states in theoretical models of nerve membrane
    • R. FitzHugh, "Impulses and physiological states in theoretical models of nerve membrane," Biophys. J., vol.1, pp. 445-466, 1961.
    • (1961) Biophys. J. , vol.1 , pp. 445-466
    • Fitzhugh, R.1
  • 16
    • 0016421071 scopus 로고
    • The estimation of the gradient of a density function, with applications in pattern recognition
    • Jan.
    • K. Fukunaga and L. Hostetler, "The estimation of the gradient of a density function, with applications in pattern recognition," IEEE Trans. Inf. Theory, vol.IT-21, no.1, pp. 32-40, Jan. 1975.
    • (1975) IEEE Trans. Inf. Theory , vol.IT-21 , Issue.1 , pp. 32-40
    • Fukunaga, K.1    Hostetler, L.2
  • 17
    • 0026151642 scopus 로고
    • Parallel and deterministic algorithms from MRFs: Surface reconstruction
    • May
    • D. Geiger and F. Girosi, "Parallel and deterministic algorithms from MRFs: Surface reconstruction," IEEE Trans. Pattern Anal. Mach. Intell., vol.13, no.5, pp. 401-412, May 1991.
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell. , vol.13 , Issue.5 , pp. 401-412
    • Geiger, D.1    Girosi, F.2
  • 18
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Nov.
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol.6, pp. 721-741, Nov. 1984.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 22
    • 0842324726 scopus 로고    scopus 로고
    • Contour integration and cortical processing
    • R. F. Hess, A. Hayes, and D. J. Field, "Contour integration and cortical processing," J. Physiol. Paris, vol.97, no.2-3, pp. 105-119, 2003.
    • (2003) J. Physiol. Paris , vol.97 , Issue.2-3 , pp. 105-119
    • Hess, R.F.1    Hayes, A.2    Field, D.J.3
  • 26
    • 4444267929 scopus 로고    scopus 로고
    • Oscillatory network with self-organized dynamical connections for synchronization-based image segmentation
    • M. Kuzmina, E. Manykin, and I. Surina, "Oscillatory network with self-organized dynamical connections for synchronization-based image segmentation," BioSystems, vol.76, no.1-3, pp. 43-53, 2004.
    • (2004) BioSystems , vol.76 , Issue.1-3 , pp. 43-53
    • Kuzmina, M.1    Manykin, E.2    Surina, I.3
  • 27
    • 0842281592 scopus 로고    scopus 로고
    • Computations in the early visual cortex
    • T. S. Lee, "Computations in the early visual cortex," J. Physiol. Paris, vol.97, no.2-3, pp. 121-139, 2003.
    • (2003) J. Physiol. Paris , vol.97 , Issue.2-3 , pp. 121-139
    • Lee, T.S.1
  • 28
    • 0032523469 scopus 로고    scopus 로고
    • A neural model of contour integration in the primary visual cortex
    • Z. Li, "A neural model of contour integration in the primary visual cortex," Neural Comput., vol.10, no.4, pp. 903-940, 1998.
    • (1998) Neural Comput , vol.10 , Issue.4 , pp. 903-940
    • Li, Z.1
  • 29
    • 0042826566 scopus 로고    scopus 로고
    • Visual segmentation by contextual influences via intra-cortical interactions in the primary visual cortex
    • Z. Li, "Visual segmentation by contextual influences via intra-cortical interactions in the primary visual cortex," Network, Comput. Neural Syst., vol.10, no.2, pp. 187-212, 1999.
    • (1999) Network, Comput. Neural Syst. , vol.10 , Issue.2 , pp. 187-212
    • Li, Z.1
  • 30
    • 0034335418 scopus 로고    scopus 로고
    • Pre-attentive segmentation in the primary visual cortex
    • Z. Li, "Pre-attentive segmentation in the primary visual cortex," Spatial Vis., vol.13, no.1, pp. 25-50, 2000.
    • (2000) Spatial Vis , vol.13 , Issue.1 , pp. 25-50
    • Li, Z.1
  • 31
    • 0035430456 scopus 로고    scopus 로고
    • Computational design and nonlinear dynamics of Arecurrent network model of the primary visual cortex*
    • Z. Li, "Computational design and nonlinear dynamics of Arecurrent network model of the primary visual cortex*," Neural Comput., vol.13, no.8, pp. 1749-1780, 2001.
    • (2001) Neural Comput , vol.13 , Issue.8 , pp. 1749-1780
    • Li, Z.1
  • 32
    • 0032666564 scopus 로고    scopus 로고
    • Range image segmentation using Arelaxation oscillator network
    • May
    • X. Liu and D. L. Wang, "Range image segmentation using Arelaxation oscillator network," IEEE Trans. Neural Netw., vol.10, no.3, pp. 564-573, May 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.3 , pp. 564-573
    • Liu, X.1    Wang, D.L.2
  • 33
    • 0036809978 scopus 로고    scopus 로고
    • A spectral histogram model for texton modeling and texture discrimination
    • X. Liu and D. L. Wang, "A spectral histogram model for texton modeling and texture discrimination," Vis. Res., vol.42, no.23, pp. 2617-2634, 2002.
    • (2002) Vis. Res. , vol.42 , Issue.23 , pp. 2617-2634
    • Liu, X.1    Wang, D.L.2
  • 34
    • 33749180450 scopus 로고    scopus 로고
    • Image and texture segmentation using local spectral histograms
    • Oct.
    • X. Liu and D. L. Wang, "Image and texture segmentation using local spectral histograms," IEEE Trans. Image Process., vol.15, no.10, pp. 3066-3077, Oct. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.10 , pp. 3066-3077
    • Liu, X.1    Wang, D.L.2
  • 35
    • 59649093918 scopus 로고    scopus 로고
    • Geometrical grouplets
    • S. Mallat, "Geometrical grouplets," Appl. Comput. Harmonic Anal., vol.26, no.2, pp. 161-180, 2008.
    • (2008) Appl. Comput. Harmonic Anal. , vol.26 , Issue.2 , pp. 161-180
    • Mallat, S.1
  • 36
    • 0034850577 scopus 로고    scopus 로고
    • A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
    • Jul.
    • D. Martin, C. Fowlkes, D. Tal, and J. Malik, "A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics," in Proc. 8th Int. Conf. Comput. Vis., Jul. 2001, vol.2, pp. 416-423.
    • (2001) Proc. 8th Int. Conf. Comput. Vis. , vol.2 , pp. 416-423
    • Martin, D.1    Fowlkes, C.2    Tal, D.3    Malik, J.4
  • 37
  • 38
    • 34250122797 scopus 로고
    • Interpolation of scattered data: Distance matrices and conditionally positive definite functions
    • C. A. Micchelli, "Interpolation of scattered data: Distance matrices and conditionally positive definite functions," Constructive Approx., vol.2, pp. 11-22, 1986.
    • (1986) Constructive Approx , vol.2 , pp. 11-22
    • Micchelli, C.A.1
  • 40
    • 84990602490 scopus 로고
    • Optimal approximations by piecewise smooth functions and associated variational problems
    • D. Mumford and J. Shah, "Optimal approximations by piecewise smooth functions and associated variational problems," Commun. Pure Appl. Math, vol.42, no.5, pp. 577-685, 1989.
    • (1989) Commun. Pure Appl. Math , vol.42 , Issue.5 , pp. 577-685
    • Mumford, D.1    Shah, J.2
  • 41
    • 6344238035 scopus 로고
    • An active pulse transmission line simulating nerve axon
    • Oct.
    • J. Nagumo, S. Arimoto, and S. Yoshizawa, "An active pulse transmission line simulating nerve axon," Proc. IRE, vol.50, no.10, pp. 2061-2070, Oct. 1962.
    • (1962) Proc. IRE , vol.50 , Issue.10 , pp. 2061-2070
    • Nagumo, J.1    Arimoto, S.2    Yoshizawa, S.3
  • 42
  • 43
    • 84957690614 scopus 로고    scopus 로고
    • A factorization approach to grouping
    • P. Perona and W. Freeman, "A factorization approach to grouping," in Proc. Eur. Conf. Comput. Vis., 1998, vol.1, pp. 655-670.
    • (1998) Proc. Eur. Conf. Comput. Vis. , vol.1 , pp. 655-670
    • Perona, P.1    Freeman, W.2
  • 44
    • 33845599202 scopus 로고    scopus 로고
    • Stable concurrent synchronization in dynamic system networks
    • Q. C. Pham and J. J. Slotine, "Stable concurrent synchronization in dynamic system networks," Neural Netw., vol.20, no.1, pp. 62-77, 2007.
    • (2007) Neural Netw , vol.20 , Issue.1 , pp. 62-77
    • Pham, Q.C.1    Slotine, J.J.2
  • 45
    • 0027399623 scopus 로고
    • Lateral interactions between spatial channels: Suppression and facilitation revealed by lateral masking experiments
    • U. Polat and D. Sagi, "Lateral interactions between spatial channels: Suppression and facilitation revealed by lateral masking experiments," Vis. Res., vol.33, pp. 993-999, 1992.
    • (1992) Vis. Res. , vol.33 , pp. 993-999
    • Polat, U.1    Sagi, D.2
  • 46
    • 0033360288 scopus 로고    scopus 로고
    • Predictive coding in the visual cortex: A functional interpretation of some extra-classical receptive-field effects
    • R. P. N. Rao and D. H. Ballard, "Predictive coding in the visual cortex: A functional interpretation of some extra-classical receptive-field effects," Nature Neurosci., vol.2, pp. 79-87, 1999.
    • (1999) Nature Neurosci , vol.2 , pp. 79-87
    • Rao, R.P.N.1    Ballard, D.H.2
  • 48
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • Aug.
    • J. Shi and J. Malik, "Normalized cuts and image segmentation," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.8, pp. 888-905, Aug. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 49
    • 0028969330 scopus 로고
    • Visual feature integration and the temporal correlation hypothesis
    • W. Singer and C. M. Gray, "Visual feature integration and the temporal correlation hypothesis," Annu. Rev. Neurosci., vol.18, no.1, pp. 555-586, 1995.
    • (1995) Annu. Rev. Neurosci. , vol.18 , Issue.1 , pp. 555-586
    • Singer, W.1    Gray, C.M.2
  • 50
    • 72149090968 scopus 로고    scopus 로고
    • Shared segmentation of natural scenes using dependent Pitman-Yor processes
    • Cambridge, MA: MIT Press
    • E. Sudderth and M. I. Jordan, "Shared segmentation of natural scenes using dependent Pitman-Yor processes," in Advances in Neural Information Processing Systems. Cambridge, MA: MIT Press, 2009, vol.21.
    • (2009) Advances in Neural Information Processing Systems , vol.21
    • Sudderth, E.1    Jordan, M.I.2
  • 51
    • 58149210859 scopus 로고
    • Global competition and local cooperation in a network of neural oscillators
    • D. Terman and D. L.Wang, "Global competition and local cooperation in a network of neural oscillators," Physica D: Nonlinear Phenomena, vol.81, no.1-2, pp. 148-176, 1995.
    • (1995) Physica D: Nonlinear Phenomena , vol.81 , Issue.1-2 , pp. 148-176
    • Terman, D.1    Wang, D.L.2
  • 52
    • 0024168435 scopus 로고
    • Structural saliency: The detection of globally salient structures using a locally connected network
    • Clearwater, FL
    • S. Ullman and A. Shashua, "Structural saliency: The detection of globally salient structures using a locally connected network," in Proc. Int. Conf. Comput. Vis., Clearwater, FL, 1988, pp. 321-327.
    • (1988) Proc. Int. Conf. Comput. Vis. , pp. 321-327
    • Ullman, S.1    Shashua, A.2
  • 53
    • 28244470718 scopus 로고    scopus 로고
    • The time dimension for scene analysis
    • Nov.
    • D. L. Wang, "The time dimension for scene analysis," IEEE Trans. Neural Netw., vol.16, no.6, pp. 1401-1426, Nov. 2005.
    • (2005) IEEE Trans. Neural Netw. , vol.16 , Issue.6 , pp. 1401-1426
    • Wang, D.L.1
  • 54
    • 0032682770 scopus 로고    scopus 로고
    • Separation of speech from interfering sounds based on oscillatory correlation
    • May
    • D. L. Wang and G. J. Brown, "Separation of speech from interfering sounds based on oscillatory correlation," IEEE Trans. Neural Netw., vol.10, no.3, pp. 684-697, May 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.3 , pp. 684-697
    • Wang, D.L.1    Brown, G.J.2
  • 55
    • 38849182823 scopus 로고    scopus 로고
    • An oscillatory correlation model of auditory streaming
    • D. L.Wang and P. Chang, "An oscillatory correlation model of auditory streaming," Cogn. Neurodyn., vol.2, no.1, pp. 7-19, 2008.
    • (2008) Cogn. Neurodyn. , vol.2 , Issue.1 , pp. 7-19
    • Wang, D.L.1    Chang, P.2
  • 56
    • 0029206489 scopus 로고
    • Locally excitatory globally inhibitory oscillator networks
    • Jan.
    • D. L. Wang and D. Terman, "Locally excitatory globally inhibitory oscillator networks," IEEE Trans. Neural Netw., vol.6, no.1, pp. 283-286, Jan. 1995.
    • (1995) IEEE Trans. Neural Netw. , vol.6 , Issue.1 , pp. 283-286
    • Wang, D.L.1    Terman, D.2
  • 57
    • 0031570072 scopus 로고    scopus 로고
    • Image segmentation based on oscillatory correlation
    • D. L. Wang and D. Terman, "Image segmentation based on oscillatory correlation," Neural Comput., vol.9, no.4, pp. 805-836, 1997.
    • (1997) Neural Comput , vol.9 , Issue.4 , pp. 805-836
    • Wang, D.L.1    Terman, D.2
  • 58
    • 12344327544 scopus 로고    scopus 로고
    • On partial contraction analysis for coupled nonlinear oscillators
    • W. Wang and J. J. E. Slotine, "On partial contraction analysis for coupled nonlinear oscillators," Biol. Cybern., vol.92, no.1, pp. 38-53, 2005.
    • (2005) Biol. Cybern. , vol.92 , Issue.1 , pp. 38-53
    • Wang, W.1    Slotine, J.J.E.2
  • 59
    • 33645806748 scopus 로고    scopus 로고
    • Contraction analysis of time-delayed communications and group cooperation
    • Apr.
    • W. Wang and J. J. E. Slotine, "Contraction analysis of time-delayed communications and group cooperation," IEEE Trans. Autom. Control, vol.51, no.4, pp. 712-717, Apr. 2006.
    • (2006) IEEE Trans. Autom. Control , vol.51 , Issue.4 , pp. 712-717
    • Wang, W.1    Slotine, J.J.E.2
  • 60
    • 0034551685 scopus 로고    scopus 로고
    • The function of dynamic grouping in vision
    • R. J. Watt and W. A. Phillips, "The function of dynamic grouping in vision," Trends Cogn. Sci., vol.4, no.12, pp. 447-454, 2000.
    • (2000) Trends Cogn. Sci. , vol.4 , Issue.12 , pp. 447-454
    • Watt, R.J.1    Phillips, W.A.2
  • 61
    • 0003131192 scopus 로고
    • Laws of organization in perceptual forms
    • W. Ellis, Ed. London, U.K.: Routledge & Kegan Paul
    • M. Wertheimer, "Laws of organization in perceptual forms," in A Source Book of Gestalt Psychology, W. Ellis, Ed. London, U.K.: Routledge & Kegan Paul, 1938, pp. 71-88.
    • (1938) A Source Book of Gestalt Psychology , pp. 71-88
    • Wertheimer, M.1
  • 62
    • 0032032295 scopus 로고    scopus 로고
    • Extraction of perceptually salient contours by striate cortical networks
    • S. C. Yen and L. H. Finkel, "Extraction of perceptually salient contours by striate cortical networks," Vis. Res., vol.38, no.5, pp. 719-741, 1998.
    • (1998) Vis. Res. , vol.38 , Issue.5 , pp. 719-741
    • Yen, S.C.1    Finkel, L.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.