메뉴 건너뛰기




Volumn 82, Issue 3, 2009, Pages 284-301

Action recognition using a bio-inspired feedforward spiking network

Author keywords

Action recognition; Bio inspired model; Motion analysis; MT; Spiking networks; V1

Indexed keywords

COMPUTER APPLICATIONS; COMPUTER VISION; TELLURIC PROSPECTING;

EID: 61349166446     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-008-0201-1     Document Type: Article
Times cited : (78)

References (89)
  • 2
    • 33845297708 scopus 로고    scopus 로고
    • Disambiguating visual motion by form-motion interaction -a computational model
    • Bayerl, P., & Neumann, H. (2007). Disambiguating visual motion by form-motion interaction -a computational model. International Journal of Computer Vision, 72(1), 27-45.
    • (2007) International Journal of Computer Vision , vol.72 , Issue.1 , pp. 27-45
    • Bayerl, P.1    Neumann, H.2
  • 4
    • 34547501363 scopus 로고    scopus 로고
    • Laminar cortical dynamics of visual form and motion interactions during coherent object motion perception
    • Berzhanskaya, J., Grossberg, S., & Mingolla, E. (2007). Laminar cortical dynamics of visual form and motion interactions during coherent object motion perception. Spatial Vision, 20(4), 337-395.
    • (2007) Spatial Vision , vol.20 , Issue.4 , pp. 337-395
    • Berzhanskaya, J.1    Grossberg, S.2    Mingolla, E.3
  • 5
    • 33845408205 scopus 로고    scopus 로고
    • Brightness induction: Rate enhancement and neuronal synchronization as complementary codes
    • Biederlack, J., Castelo-Branco, M., Neuenschwander, S., Wheeler, D. W., Singer, W., & Nikoli, D. (2006). Brightness induction: rate enhancement and neuronal synchronization as complementary codes. Neuron, 52(6), 1073-1083.
    • (2006) Neuron , vol.52 , Issue.6 , pp. 1073-1083
    • Biederlack, J.1    Castelo-Branco, M.2    Neuenschwander, S.3    Wheeler, D.W.4    Singer, W.5    Nikoli, D.6
  • 9
    • 0033747521 scopus 로고    scopus 로고
    • Center-surround interactions in the middle temporal visual area of the owl monkey
    • Born, R. T. (2000). Center-surround interactions in the middle temporal visual area of the owl monkey. Journal of Neurophysiology, 84, 2658-2669.
    • (2000) Journal of Neurophysiology , vol.84 , pp. 2658-2669
    • Born, R.T.1
  • 10
    • 23244446449 scopus 로고    scopus 로고
    • Structure and function of visual area MT
    • Born, R., & Bradley, D. (2005). Structure and function of visual area MT. Annual Reviews - Neuroscience, 28, 157-189.
    • (2005) Annual Reviews - Neuroscience , vol.28 , pp. 157-189
    • Born, R.1    Bradley, D.2
  • 11
    • 0343396768 scopus 로고    scopus 로고
    • Contribution of area mt to perception of three-dimensional shape: A computational study
    • Buracas, G. T., & Albright, T. D. (1996). Contribution of area mt to perception of three-dimensional shape: a computational study. Vision Research, 36(6), 869-87.
    • (1996) Vision Research , vol.36 , Issue.6 , pp. 869-887
    • Buracas, G.T.1    Albright, T.D.2
  • 12
    • 22144479664 scopus 로고    scopus 로고
    • Roles of motion and form in biological motion recognition
    • Artificial networks and neural information processing pp, Berlin: Springer
    • Casile, A., & Giese, M. (2003). Roles of motion and form in biological motion recognition. In Lecture notes in computer science: Vol. 2714. Artificial networks and neural information processing (pp. 854-862). Berlin: Springer.
    • (2003) Lecture notes in computer science , vol.2714 , pp. 854-862
    • Casile, A.1    Giese, M.2
  • 13
    • 27244457356 scopus 로고    scopus 로고
    • Critical features for the recognition of biological motion
    • Casile, A., & Giese, M. (2005). Critical features for the recognition of biological motion. Journal of Vision, 5, 348-360.
    • (2005) Journal of Vision , vol.5 , pp. 348-360
    • Casile, A.1    Giese, M.2
  • 16
    • 0038555593 scopus 로고    scopus 로고
    • Space-time maps and two-bar interactions of different classes of direction-selective cells in macaque V1
    • Conway, B., & Livingstone, M. (2003). Space-time maps and two-bar interactions of different classes of direction-selective cells in macaque V1. Journal of Neurophysiology, 89, 2726-2742.
    • (2003) Journal of Neurophysiology , vol.89 , pp. 2726-2742
    • Conway, B.1    Livingstone, M.2
  • 19
    • 0033777714 scopus 로고    scopus 로고
    • Spatial and temporal receptive fields of geniculate and cortical cells and directional selectivity
    • De Valois, R., Cottaris, N., et al. (2000). Spatial and temporal receptive fields of geniculate and cortical cells and directional selectivity. Vision Research, 40, 3685-3702.
    • (2000) Vision Research , vol.40 , pp. 3685-3702
    • De Valois, R.1    Cottaris, N.2
  • 20
    • 0141499222 scopus 로고    scopus 로고
    • The high-conductance state of neocortical neurons in vivo
    • Destexhe, A., Rudolph, M., & Paré, D. (2003). The high-conductance state of neocortical neurons in vivo. Nature Reviews Neuroscience, 4, 739-751.
    • (2003) Nature Reviews Neuroscience , vol.4 , pp. 739-751
    • Destexhe, A.1    Rudolph, M.2    Paré, D.3
  • 21
    • 33846622081 scopus 로고    scopus 로고
    • Behavior recognition via sparse spatio-temporal features
    • Dollar, P., Rabaud, V., Cottrell, G., & Belongie, S. (2005). Behavior recognition via sparse spatio-temporal features. In VS-PETS (pp. 65-72).
    • (2005) VS-PETS , pp. 65-72
    • Dollar, P.1    Rabaud, V.2    Cottrell, G.3    Belongie, S.4
  • 25
    • 0025718412 scopus 로고
    • Distributed hierarchical processing in the primate cerebral cortex
    • Felleman, D., & Essen, D. V. (1991). Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex, 1, 1-47.
    • (1991) Cereb Cortex , vol.1 , pp. 1-47
    • Felleman, D.1    Essen, D.V.2
  • 27
    • 0035142547 scopus 로고    scopus 로고
    • Rapid feature selective neuronal synchronization through correlated latency shifting
    • Fries, P., Neuenschwander, S., Engel, A. K., Goebel, R., & Singer, W. (2001). Rapid feature selective neuronal synchronization through correlated latency shifting. Nature Neuroscience, 4(2), 194-200.
    • (2001) Nature Neuroscience , vol.4 , Issue.2 , pp. 194-200
    • Fries, P.1    Neuenschwander, S.2    Engel, A.K.3    Goebel, R.4    Singer, W.5
  • 28
    • 0032211499 scopus 로고    scopus 로고
    • Rate coding vs temporal order coding: A theoretical approach
    • Gautrais, J., & Thorpe, S. (1998). Rate coding vs temporal order coding: a theoretical approach. Biosystems, 48, 57-65.
    • (1998) Biosystems , vol.48 , pp. 57-65
    • Gautrais, J.1    Thorpe, S.2
  • 29
    • 0032804927 scopus 로고    scopus 로고
    • The visual analysis of human movement: A survey
    • Gavrila, D. (1999). The visual analysis of human movement: A survey. Computer Vision and Image Understanding, 73(1), 82-98.
    • (1999) Computer Vision and Image Understanding , vol.73 , Issue.1 , pp. 82-98
    • Gavrila, D.1
  • 32
    • 0037364522 scopus 로고    scopus 로고
    • Neural mechanisms for the recognition of biological movements and actions
    • Giese, M., & Poggio, T. (2003). Neural mechanisms for the recognition of biological movements and actions. Nature Reviews Neuroscience, 4, 179-192.
    • (2003) Nature Reviews Neuroscience , vol.4 , pp. 179-192
    • Giese, M.1    Poggio, T.2
  • 33
    • 39749180280 scopus 로고    scopus 로고
    • Rapid neural coding in the retina with relative spike latencies
    • Gollisch, T., & Meister, M. (2008). Rapid neural coding in the retina with relative spike latencies. Science, 319, 1108-1111.
    • (2008) Science , vol.319 , pp. 1108-1111
    • Gollisch, T.1    Meister, M.2
  • 36
    • 22144457132 scopus 로고    scopus 로고
    • Temporal properties in masking biological motion
    • Hiris, E., Humphrey, D., & Stout, A. (2005). Temporal properties in masking biological motion. Perception and Psychophysics, 67(3), 435-443.
    • (2005) Perception and Psychophysics , vol.67 , Issue.3 , pp. 435-443
    • Hiris, E.1    Humphrey, D.2    Stout, A.3
  • 37
    • 0020968792 scopus 로고
    • Model-based vision: A paradigm to see a walking person
    • Hogg, D. (1983). Model-based vision: a paradigm to see a walking person. Image and Vision Computing, 1(1), 5-20.
    • (1983) Image and Vision Computing , vol.1 , Issue.1 , pp. 5-20
    • Hogg, D.1
  • 38
    • 33645410496 scopus 로고
    • Receptive fields, binocular interaction and functional architecture in the cat visual cortex
    • Hubel, D., & Wiesel, T. (1962). Receptive fields, binocular interaction and functional architecture in the cat visual cortex. Journal of Physiology, 160, 106-154.
    • (1962) Journal of Physiology , vol.160 , pp. 106-154
    • Hubel, D.1    Wiesel, T.2
  • 39
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Izhikevich, E. (2004). Which model to use for cortical spiking neurons? IEEE Transactions on Neural Networks, 15(5), 1063-1070.
    • (2004) IEEE Transactions on Neural Networks , vol.15 , Issue.5 , pp. 1063-1070
    • Izhikevich, E.1
  • 43
    • 33846900627 scopus 로고    scopus 로고
    • Spatial summation, end inhibition and side inhibition in the middle temporal visual area MT
    • Lui, L. L., Bourne, J. A., & Rosa, M. G. P. (2007). Spatial summation, end inhibition and side inhibition in the middle temporal visual area MT. Journal of Neurophysiology, 97(2), 1135.
    • (2007) Journal of Neurophysiology , vol.97 , Issue.2 , pp. 1135
    • Lui, L.L.1    Bourne, J.A.2    Rosa, M.G.P.3
  • 44
    • 57349197091 scopus 로고    scopus 로고
    • Synchronization of neuronal responses in primarily visual cortex of monkeys viewing natural images
    • Maldonado, P., Babul, C., Singer, W., Rodriguez, E., Berger, D., & Grün, S. (2008). Synchronization of neuronal responses in primarily visual cortex of monkeys viewing natural images. Journal of Neurophysiology, 100, 1523-1532.
    • (2008) Journal of Neurophysiology , vol.100 , pp. 1523-1532
    • Maldonado, P.1    Babul, C.2    Singer, W.3    Rodriguez, E.4    Berger, D.5    Grün, S.6
  • 45
    • 0034831443 scopus 로고    scopus 로고
    • Spatial scale of motion segmentation from, speed cues
    • Mestre, D. R., Masson, G. S., & Stone, L. S. (2001). Spatial scale of motion segmentation from, speed cues. Vision Research, 41(21), 2697-2713.
    • (2001) Vision Research , vol.41 , Issue.21 , pp. 2697-2713
    • Mestre, D.R.1    Masson, G.S.2    Stone, L.S.3
  • 46
    • 22544463136 scopus 로고    scopus 로고
    • Visual areas involved in the perception of human movement from dynamic analysis
    • Michels, L., Lappe, M., & Vaina, L. (2005). Visual areas involved in the perception of human movement from dynamic analysis. Brain Imaging, 16(10), 1037-1041.
    • (2005) Brain Imaging , vol.16 , Issue.10 , pp. 1037-1041
    • Michels, L.1    Lappe, M.2    Vaina, L.3
  • 47
    • 35649011914 scopus 로고    scopus 로고
    • Recognition of human behavior by space-time silhouette characterization
    • Mokhber, A., Achard, C., & Milgram, M. (2008). Recognition of human behavior by space-time silhouette characterization. Pattern Recognition Letters, 29(1), 81-89.
    • (2008) Pattern Recognition Letters , vol.29 , Issue.1 , pp. 81-89
    • Mokhber, A.1    Achard, C.2    Milgram, M.3
  • 50
    • 84898026340 scopus 로고    scopus 로고
    • Unsupervised learning of human action categories using spatial-temporal words
    • Niebles, J. C., Wang, H., & Fei-Fei, L. (2006). Unsupervised learning of human action categories using spatial-temporal words. In British machine vision conference.
    • (2006) British machine vision conference
    • Niebles, J.C.1    Wang, H.2    Fei-Fei, L.3
  • 51
    • 0000013123 scopus 로고    scopus 로고
    • The timing of information transfer in the visual system
    • New York: Plenum Press. Chap. 5
    • Nowak, L., & Bullier, J. (1997). The timing of information transfer in the visual system. In Cerebral cortex (Vol. 12, pp. 205-241). New York: Plenum Press. Chap. 5.
    • (1997) Cerebral cortex , vol.12 , pp. 205-241
    • Nowak, L.1    Bullier, J.2
  • 52
    • 0028966127 scopus 로고
    • A selection model for motion processing in area MT of primates
    • Nowlan, S., & Sejnowski, T. (1995). A selection model for motion processing in area MT of primates. Journal of Neuroscience, 15, 1195-1214.
    • (1995) Journal of Neuroscience , vol.15 , pp. 1195-1214
    • Nowlan, S.1    Sejnowski, T.2
  • 53
    • 14144256371 scopus 로고    scopus 로고
    • Contrast dependence of suppressive influences in cortical area m.t of alert macaque
    • Pack, C. C., Hunter, J. N., & Born, R. T. (2005). Contrast dependence of suppressive influences in cortical area m.t of alert macaque. Journal of Neurophysiology, 93(3), 1809-1815.
    • (2005) Journal of Neurophysiology , vol.93 , Issue.3 , pp. 1809-1815
    • Pack, C.C.1    Hunter, J.N.2    Born, R.T.3
  • 57
    • 0031152984 scopus 로고    scopus 로고
    • Detection and recognition of periodic, non-rigid motion
    • Polana, R., & Nelson, R. (1997). Detection and recognition of periodic, non-rigid motion. International Journal of Computer Vision, 23(3), 261-282.
    • (1997) International Journal of Computer Vision , vol.23 , Issue.3 , pp. 261-282
    • Polana, R.1    Nelson, R.2
  • 58
    • 2642691669 scopus 로고    scopus 로고
    • Spike synchronization and rate modulation differentially involved in motor cortical function
    • Riehle, A., Grün, S., Diesmann, M., & Aertsen, A. (1997). Spike synchronization and rate modulation differentially involved in motor cortical function. Science, 278, 1950-1953.
    • (1997) Science , vol.278 , pp. 1950-1953
    • Riehle, A.1    Grün, S.2    Diesmann, M.3    Aertsen, A.4
  • 60
    • 0000802607 scopus 로고
    • Spatial and temporal contrast-sensitivity functions of the visual system
    • Robson, J. (1966). Spatial and temporal contrast-sensitivity functions of the visual system. Journal of Optical Society of America, 69, 1141-1142.
    • (1966) Journal of Optical Society of America , vol.69 , pp. 1141-1142
    • Robson, J.1
  • 61
    • 4344581624 scopus 로고    scopus 로고
    • Synchrony and covariation of firing rates in the primary visual cortex during contour grouping
    • Roelfsema, P. R., Lamme, V. A. F., & Spekreijse, H. (2004). Synchrony and covariation of firing rates in the primary visual cortex during contour grouping. Nature Neuroscience, 7(9), 982-991.
    • (2004) Nature Neuroscience , vol.7 , Issue.9 , pp. 982-991
    • Roelfsema, P.R.1    Lamme, V.A.F.2    Spekreijse, H.3
  • 62
    • 0027928914 scopus 로고
    • Toward model-based recognition of human movements in image sequences
    • Rohr, K. (1994). Toward model-based recognition of human movements in image sequences. CVGIP, Image Understanding, 1, 94-115.
    • (1994) CVGIP, Image Understanding , vol.1 , pp. 94-115
    • Rohr, K.1
  • 63
  • 64
    • 21544451976 scopus 로고    scopus 로고
    • Temporal properties of inputs to direction-selective neurons in monkey vl
    • Saul, A., Carras, P., & Humphrey, A. (2005). Temporal properties of inputs to direction-selective neurons in monkey vl. Journal of Neurophysiology, 94, 282-294.
    • (2005) Journal of Neurophysiology , vol.94 , pp. 282-294
    • Saul, A.1    Carras, P.2    Humphrey, A.3
  • 70
    • 33646166780 scopus 로고    scopus 로고
    • Sigala, R., Serre, T., Poggio, T., & Giese, M. (2005). Learning features of intermediate complexity for the recognition of biological motion. In LNCS: 3696. ICANN 2005 (pp. 241-246). Berlin: Springer.
    • Sigala, R., Serre, T., Poggio, T., & Giese, M. (2005). Learning features of intermediate complexity for the recognition of biological motion. In LNCS: Vol. 3696. ICANN 2005 (pp. 241-246). Berlin: Springer.
  • 71
    • 0032031687 scopus 로고    scopus 로고
    • A model of neuronal responses in visual area MT
    • Simoncelli, E. P., & Heeger, D. (1998). A model of neuronal responses in visual area MT. Vision Research, 38, 743-761.
    • (1998) Vision Research , vol.38 , pp. 743-761
    • Simoncelli, E.P.1    Heeger, D.2
  • 72
    • 13244253948 scopus 로고    scopus 로고
    • Dynamics of motion signaling by neurons in macaque area mt
    • Smith, M., Majaj, N., & Movshon, A. (2005). Dynamics of motion signaling by neurons in macaque area mt. Nature Neuroscience, 8(2), 220-228.
    • (2005) Nature Neuroscience , vol.8 , Issue.2 , pp. 220-228
    • Smith, M.1    Majaj, N.2    Movshon, A.3
  • 74
    • 0002594179 scopus 로고
    • Spike arrival times: A highly efficient coding scheme for neural networks
    • Thorpe, S. (1990). Spike arrival times: A highly efficient coding scheme for neural networks. In Parallel processing in neural systems and computers (pp. 91-94).
    • (1990) Parallel processing in neural systems and computers , pp. 91-94
    • Thorpe, S.1
  • 75
    • 84931473699 scopus 로고    scopus 로고
    • Thorpe, S. (2002). Ultra-rapid scene categorization with a wave of spikes. In Lecture notes in computer science: 2525. Biologically motivated computer vision (pp. 1-15). Berlin: Springer.
    • Thorpe, S. (2002). Ultra-rapid scene categorization with a wave of spikes. In Lecture notes in computer science: Vol. 2525. Biologically motivated computer vision (pp. 1-15). Berlin: Springer.
  • 76
    • 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, S.1    Fize, D.2    Marlot, C.3
  • 77
    • 0034224418 scopus 로고    scopus 로고
    • Some inequalities for information divergence and related measures of discrimination
    • Topsoe, F. (2000). Some inequalities for information divergence and related measures of discrimination. IEEE Transactions on Information Theory, 46(4), 1602-1609.
    • (2000) IEEE Transactions on Information Theory , vol.46 , Issue.4 , pp. 1602-1609
    • Topsoe, F.1
  • 79
    • 0036810687 scopus 로고    scopus 로고
    • Surfing a spike wave down the ventral stream
    • VanRullen, R., & Thorpe, S. J. (2002). Surfing a spike wave down the ventral stream. Vision Research, 42, 2593-2615.
    • (2002) Vision Research , vol.42 , pp. 2593-2615
    • VanRullen, R.1    Thorpe, S.J.2
  • 80
    • 0029791918 scopus 로고    scopus 로고
    • Nature and precision of temporal coding in visual cortex: A metric-space analysis
    • Victor, J., & Purpura, K. (1996). Nature and precision of temporal coding in visual cortex: a metric-space analysis. Journal of Neurophysiology, 76, 1310-1326.
    • (1996) Journal of Neurophysiology , vol.76 , pp. 1310-1326
    • Victor, J.1    Purpura, K.2
  • 81
    • 34948844544 scopus 로고    scopus 로고
    • Recognizing human activities from silhouettes: Motion subspace and factorial discriminative graphical model
    • Wang, L., & Suter, D. (2007). Recognizing human activities from silhouettes: Motion subspace and factorial discriminative graphical model. In Proceedings CVPR.
    • (2007) Proceedings CVPR
    • Wang, L.1    Suter, D.2
  • 82
    • 0029206489 scopus 로고
    • Locally excitatory globally inhibitory oscillator networks
    • Wang, D. L., & Terman, D. (1995). Locally excitatory globally inhibitory oscillator networks. IEEE Transactions on Neural Networks, 6, 283-286.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , pp. 283-286
    • Wang, D.L.1    Terman, D.2
  • 83
    • 61349108995 scopus 로고    scopus 로고
    • Watson, A., & Ahumada, A. (1983). A look at motion in the frequency domain (NASA Tech. Memo).
    • Watson, A., & Ahumada, A. (1983). A look at motion in the frequency domain (NASA Tech. Memo).
  • 84
    • 0035879172 scopus 로고    scopus 로고
    • How simple cells are made in a nonlinear network model of the visual cortex
    • Wielaard, D. J., Shelley, M., McLaughlin, D., & Shapley, R. (2001). How simple cells are made in a nonlinear network model of the visual cortex. The Journal of Neuroscience, 22(14), 5203-5211.
    • (2001) The Journal of Neuroscience , vol.22 , Issue.14 , pp. 5203-5211
    • Wielaard, D.J.1    Shelley, M.2    McLaughlin, D.3    Shapley, R.4
  • 85
    • 62349137912 scopus 로고    scopus 로고
    • Virtual Retina: A biological retina model and simulator, with contrast gain control
    • doi: 10.1007/s10827-008-0108-4
    • Wohrer, A., & Kornprobst, P. (2008). Virtual Retina: A biological retina model and simulator, with contrast gain control. Journal of Computational Neuroscience, doi: 10.1007/s10827-008-0108-4.
    • (2008) Journal of Computational Neuroscience
    • Wohrer, A.1    Kornprobst, P.2
  • 88
    • 0030724041 scopus 로고    scopus 로고
    • The spatial distribution of the antagonistic surround of MT/V5 neurons
    • Xiao, D. K., Raiguel, S., Marcar, V., & Orban, G. A. (1997). The spatial distribution of the antagonistic surround of MT/V5 neurons. Cereb Cortex, 7(7), 662-677.
    • (1997) Cereb Cortex , vol.7 , Issue.7 , pp. 662-677
    • Xiao, D.K.1    Raiguel, S.2    Marcar, V.3    Orban, G.A.4
  • 89


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.