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Volumn 44, Issue 4, 2004, Pages 407-421

Natural image profiles are most likely to be step edges

Author keywords

Feature analysis; Natural image statistics; Receptive fields; Textons

Indexed keywords

ARTICLE; CANONICAL ANALYSIS; DATA BASE; GEOMETRY; IMAGE ANALYSIS; IMAGE PROCESSING; MATHEMATICS; MAXIMUM LIKELIHOOD METHOD; MEASUREMENT; PRIORITY JOURNAL; RECEPTIVE FIELD; RETINA IMAGE; RETINA RECEPTIVE FIELD; STATISTICAL MODEL;

EID: 0345490718     PISSN: 00426989     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.visres.2003.09.025     Document Type: Article
Times cited : (19)

References (77)
  • 1
    • 77049143637 scopus 로고
    • Summation and inhibition in the frog's retina
    • Barlow H.B. Summation and inhibition in the frog's retina. Journal of Physiology (London). 119:1953;69-88.
    • (1953) Journal of Physiology (London) , vol.119 , pp. 69-88
    • Barlow, H.B.1
  • 3
    • 0030832881 scopus 로고    scopus 로고
    • The "independent components" of natural scenes are edge filters
    • Bell A.J., Sejnowski T.J. The "independent components" of natural scenes are edge filters. Vision Research. 37(23):1997;3327-3338.
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3327-3338
    • Bell, A.J.1    Sejnowski, T.J.2
  • 6
    • 0022098435 scopus 로고
    • Uncertainty relations for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • Daugman J.G. Uncertainty relations for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. Journal of the Optical Society of America A. 2:1985;1160-1169.
    • (1985) Journal of the Optical Society of America A , vol.2 , pp. 1160-1169
    • Daugman, J.G.1
  • 7
    • 0345146992 scopus 로고
    • On Hermite transforms
    • Debnath L. On Hermite transforms. Mathematicki Vesnik. 1(16):1964;285-292.
    • (1964) Mathematicki Vesnik , vol.1 , Issue.16 , pp. 285-292
    • Debnath, L.1
  • 9
    • 0037165165 scopus 로고    scopus 로고
    • Humans integrate visual and haptic information in a statistically optimal fashion
    • Ernst M.O., Banks M.S. Humans integrate visual and haptic information in a statistically optimal fashion. Nature. 415(6870):2002;429-433.
    • (2002) Nature , vol.415 , Issue.6870 , pp. 429-433
    • Ernst, M.O.1    Banks, M.S.2
  • 11
    • 0023492118 scopus 로고
    • Relations between the statistics of natural images and the response properties of cortical-cells
    • Field D.J. Relations between the statistics of natural images and the response properties of cortical-cells. Journal of the Optical Society of America A - Optics Image Science and Vision. 4(12):1987;2379-2394.
    • (1987) Journal of the Optical Society of America A - Optics Image Science and Vision , vol.4 , Issue.12 , pp. 2379-2394
    • Field, D.J.1
  • 15
    • 0345578761 scopus 로고    scopus 로고
    • Critical points in affine scale space
    • S. Sporring, M. F. Nielsen, L. M. J. Florack, & P. Johansen (Eds.)
    • Griffin, L. D. (1997a). Critical points in affine scale space. In S. Sporring, M. F. Nielsen, L. M. J. Florack, & P. Johansen (Eds.), Gaussian scale-space theory (pp. 165-180).
    • (1997) Gaussian scale-space theory , pp. 165-180
    • Griffin L., D.1
  • 16
    • 0031140830 scopus 로고    scopus 로고
    • Scale-imprecision space
    • Griffin L.D. Scale-imprecision space. Image and Vision Computing. 15(5):1997;369-398.
    • (1997) Image and Vision Computing , vol.15 , Issue.5 , pp. 369-398
    • Griffin, L.D.1
  • 18
    • 0038525665 scopus 로고    scopus 로고
    • Local image structure, metamerism, norms, and natural image statistics
    • Griffin L.D. Local image structure, metamerism, norms, and natural image statistics. Perception. 31(3):2002;377.
    • (2002) Perception , vol.31 , Issue.3 , pp. 377
    • Griffin, L.D.1
  • 19
    • 24644517977 scopus 로고    scopus 로고
    • Mode estimation by pessimistic scale space tracking
    • Isle of Skye, UK: Springer
    • Griffin L.D., Lillholm M. Mode estimation by pessimistic scale space tracking. Scale space '03. 2003;Springer, Isle of Skye, UK.
    • (2003) Scale space '03
    • Griffin, L.D.1    Lillholm, M.2
  • 20
    • 38249012560 scopus 로고
    • Scale and Segmentation of Gray-Level Images Using Maximum Gradient Paths
    • Griffin L.D., Colchester A.C.F., Robinson G.P. Scale and Segmentation of Gray-Level Images Using Maximum Gradient Paths. Image and Vision Computing. 10(6):1992;389-402.
    • (1992) Image and Vision Computing , vol.10 , Issue.6 , pp. 389-402
    • Griffin, L.D.1    Colchester, A.C.F.2    Robinson, G.P.3
  • 21
    • 0031413654 scopus 로고    scopus 로고
    • Responsiveness of neurons in the posterior inferotemporal cortex to visual patterns in the macaque monkey
    • Hikosaka K. Responsiveness of neurons in the posterior inferotemporal cortex to visual patterns in the macaque monkey. Behavioural Brain Research. 89(1-2):1997;275-283.
    • (1997) Behavioural Brain Research , vol.89 , Issue.12 , pp. 275-283
    • Hikosaka, K.1
  • 23
    • 0014266913 scopus 로고
    • Receptive fields and functional architecture of monkey striate cortex
    • Hubel D.H., Wiesel T.N. Receptive fields and functional architecture of monkey striate cortex. Journal of Physiology. 195:1968;215-243.
    • (1968) Journal of Physiology , vol.195 , pp. 215-243
    • Hubel, D.H.1    Wiesel, T.N.2
  • 24
    • 0034920427 scopus 로고    scopus 로고
    • A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
    • Hyvarinen A., Hoyer P.O. A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images. Vision Research. 41(18):2001;2413-2423.
    • (2001) Vision Research , vol.41 , Issue.18 , pp. 2413-2423
    • Hyvarinen, A.1    Hoyer, P.O.2
  • 25
    • 0023604532 scopus 로고
    • The two-dimensional spatial structure of simple receptive fields in cat striate cortex
    • Jones J.P., Palmer L.A. The two-dimensional spatial structure of simple receptive fields in cat striate cortex. Journal of Neurophysiology. 58(6):1987;1187-1211.
    • (1987) Journal of Neurophysiology , vol.58 , Issue.6 , pp. 1187-1211
    • Jones, J.P.1    Palmer, L.A.2
  • 26
    • 0000266229 scopus 로고    scopus 로고
    • Geometric information criterion for model selection
    • Kanatani K. Geometric information criterion for model selection. International Journal of Computer Vision. 26(3):1998;171-189.
    • (1998) International Journal of Computer Vision , vol.26 , Issue.3 , pp. 171-189
    • Kanatani, K.1
  • 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. Journal of Neurophysiology. 71(3):1994;856-867.
    • (1994) Journal of Neurophysiology , vol.71 , Issue.3 , pp. 856-867
    • Kobatake, E.1    Tanaka, K.2
  • 29
    • 0035220508 scopus 로고    scopus 로고
    • Multiple visual worlds (editorial)
    • Koenderink J.J. Multiple visual worlds (editorial). Perception. 30:2001;1-7.
    • (2001) Perception , vol.30 , pp. 1-7
    • Koenderink, J.J.1
  • 30
    • 0023141705 scopus 로고
    • Representation of local geometry in the visual-system
    • Koenderink J.J., van Doorn A.J. Representation of local geometry in the visual-system. Biological Cybernetics. 55(6):1987;367-375.
    • (1987) Biological Cybernetics , vol.55 , Issue.6 , pp. 367-375
    • Koenderink, J.J.1    Van Doorn, A.J.2
  • 36
    • 84949214014 scopus 로고    scopus 로고
    • Local image operators and iconic structure
    • G. Sommer, Koenderink J.J. Berlin: Springer
    • Koenderink J.J., van Doorn A.J. Local image operators and iconic structure. Sommer G., Koenderink J.J. Algebraic frames for the perception-action cycle. Vol. 1315:1997;66-93 Springer, Berlin.
    • (1997) Algebraic frames for the perception-action cycle , vol.1315 , pp. 66-93
    • Koenderink, J.J.1    Van Doorn, A.J.2
  • 37
    • 84944403719 scopus 로고    scopus 로고
    • Image processing done right
    • Copenhagen: Springer
    • Koenderink J.J., van Doorn A.J. Image processing done right. ECCV 2002. Vol. 2350:2002;158-172 Springer, Copenhagen.
    • (2002) ECCV 2002 , vol.2350 , pp. 158-172
    • Koenderink, J.J.1    Van Doorn, A.J.2
  • 38
  • 40
    • 0034981410 scopus 로고    scopus 로고
    • Occlusion models for natural images: A statistical study of a scale-invariant dead leaves model
    • Lee A.B., Mumford D., Huang J. Occlusion models for natural images: a statistical study of a scale-invariant dead leaves model. International Journal of Computer Vision. 41(1-2):2001;35-59.
    • (2001) International Journal of Computer Vision , vol.41 , Issue.12 , pp. 35-59
    • Lee, A.B.1    Mumford, D.2    Huang, J.3
  • 42
    • 0032209062 scopus 로고    scopus 로고
    • Feature detection with automatic scale selection
    • Lindeberg T. Feature detection with automatic scale selection. International Journal of Computer Vision. 30(2):1998;79-116.
    • (1998) International Journal of Computer Vision , vol.30 , Issue.2 , pp. 79-116
    • Lindeberg, T.1
  • 43
    • 0029294644 scopus 로고
    • Shape representation in the inferior temporal cortex of monkeys
    • Logothetis N.K., Pauls J., Poggio T. Shape representation in the inferior temporal cortex of monkeys. Current Biology. 5(5):1995;552-563.
    • (1995) Current Biology , vol.5 , Issue.5 , pp. 552-563
    • Logothetis, N.K.1    Pauls, J.2    Poggio, T.3
  • 46
    • 0000501589 scopus 로고
    • Fractional Brownian motions, fractional noises and applications
    • Mandelbrot B., van Ness J. Fractional Brownian motions, fractional noises and applications. SIAM Review. 10(4):1968;422-437.
    • (1968) SIAM Review , vol.10 , Issue.4 , pp. 422-437
    • Mandelbrot, B.1    Van Ness, J.2
  • 47
    • 0029655890 scopus 로고    scopus 로고
    • The binocular computation of visual direction
    • Mansfield J.S., Legge G.E. The binocular computation of visual direction. Vision Research. 36(1):1996;27-41.
    • (1996) Vision Research , vol.36 , Issue.1 , pp. 27-41
    • Mansfield, J.S.1    Legge, G.E.2
  • 48
    • 0041458786 scopus 로고    scopus 로고
    • Distributions of projective invariants and model-based machine vision
    • Mardia K.V., Goodall C., Walder A. Distributions of projective invariants and model-based machine vision. Advances in Applied Probability. 28(3):1996;641-661.
    • (1996) Advances in Applied Probability , vol.28 , Issue.3 , pp. 641-661
    • Mardia, K.V.1    Goodall, C.2    Walder, A.3
  • 49
    • 0003834557 scopus 로고
    • New York: WH Freeman & Co
    • Marr D. Vision. 1982;WH Freeman & Co, New York.
    • (1982) Vision
    • Marr, D.1
  • 50
    • 0031211693 scopus 로고    scopus 로고
    • Local orientation analysis in images by means of the Hermite transform
    • Martens J.B. Local orientation analysis in images by means of the Hermite transform. IEEE Transactions on Image Processing. 6(8):1997;1103-1116.
    • (1997) IEEE Transactions on Image Processing , vol.6 , Issue.8 , pp. 1103-1116
    • Martens, J.B.1
  • 51
    • 0028330774 scopus 로고
    • Visual response properties of single neurons in the temporal pole of behaving monkeys
    • Nakamura K., Matsumoto K., Mikami A., Kubota K. Visual response properties of single neurons in the temporal pole of behaving monkeys. Journal of Neurophysiology. 71(3):1994;1206-1221.
    • (1994) Journal of Neurophysiology , vol.71 , Issue.3 , pp. 1206-1221
    • Nakamura, K.1    Matsumoto, K.2    Mikami, A.3    Kubota, K.4
  • 52
    • 84937431122 scopus 로고    scopus 로고
    • What do features tell about images
    • Kerckhove M. Berlin: Springer
    • Nielsen M., Lillholm M. What do features tell about images. Kerckhove M. Scale space 2001. 2106:2001;39-50 Springer, Berlin.
    • (2001) Scale space 2001 , vol.2106 , pp. 39-50
    • Nielsen, M.1    Lillholm, M.2
  • 54
    • 0001473437 scopus 로고
    • On estimation of probability density function and mode
    • Parzen E. On estimation of probability density function and mode. Annals of Mathematical Statistics. 33:1962;520-531.
    • (1962) Annals of Mathematical Statistics , vol.33 , pp. 520-531
    • Parzen, E.1
  • 55
    • 26144452840 scopus 로고    scopus 로고
    • Department of Computer Science, University of Copenhagen, Copenhagen, PhD thesis
    • Pedersen, K. S. (2003). Statistics of natural image geometry. Department of Computer Science, University of Copenhagen, Copenhagen, PhD thesis.
    • (2003) Statistics of natural image geometry
    • Pedersen K., S.1
  • 56
    • 0034762850 scopus 로고    scopus 로고
    • Perception viewed as an inverse problem
    • Pizlo Z. Perception viewed as an inverse problem. Vision Research. 41(24):2001;3145-3161.
    • (2001) Vision Research , vol.41 , Issue.24 , pp. 3145-3161
    • Pizlo, Z.1
  • 57
    • 0018617138 scopus 로고
    • Quantifying sensory channels - Generalizing colorimetry to orientation and texture, touch, and tones
    • Richards W. Quantifying sensory channels - generalizing colorimetry to orientation and texture, touch, and tones. Sensory Processes. 3(3):1979;207-229.
    • (1979) Sensory Processes , vol.3 , Issue.3 , pp. 207-229
    • Richards, W.1
  • 58
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen J. Modeling by shortest data description. Automatica. 14:1978;465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 60
    • 0030817745 scopus 로고    scopus 로고
    • Origins of scaling in natural images
    • Ruderman D.L. Origins of scaling in natural images. Vision Research. 37(23):1997;3385-3398.
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3385-3398
    • Ruderman, D.L.1
  • 61
    • 84979124960 scopus 로고
    • Theorie der pigmente von grosster leuchtkraft
    • Schrödinger E. Theorie der pigmente von grosster leuchtkraft. Annalen den Physik. 62:1920;603-622.
    • (1920) Annalen den Physik , vol.62 , pp. 603-622
    • Schrödinger, E.1
  • 62
    • 0344716683 scopus 로고    scopus 로고
    • Maximum likelihood stereo matchingfst
    • Sebe, N., & Lew, M. S. (2000). Maximum likelihood stereo matching. In ICPR '00 (pp. 900-903).
    • (2000) ICPR '00 , pp. 900-903
    • Sebe, N.1    Lew M., S.2
  • 63
    • 0028849465 scopus 로고
    • Visual cortical mechanisms detecting focal orientation discontinuities
    • Sillito A.M., Grieve K.L., Jones H.E., Cudeiro J., Davis J. Visual cortical mechanisms detecting focal orientation discontinuities. Nature. 378(6556):1995;492-496.
    • (1995) Nature , vol.378 , Issue.6556 , pp. 492-496
    • Sillito, A.M.1    Grieve, K.L.2    Jones, H.E.3    Cudeiro, J.4    Davis, J.5
  • 64
    • 84937425113 scopus 로고    scopus 로고
    • Features in Scale Space: Progress on the 2D 2nd Order Jet
    • Kerckhove M. Berlin: Springer
    • Tagliati E., Griffin L.D. Features in Scale Space: Progress on the 2D 2nd Order Jet. Kerckhove M. Lecture notes in computer science. Vol. 2106:2001;51-62 Springer, Berlin.
    • (2001) Lecture notes in computer science , vol.2106 , pp. 51-62
    • Tagliati, E.1    Griffin, L.D.2
  • 66
    • 0035388547 scopus 로고    scopus 로고
    • Expectation-maximization algorithms for image processing using multiscale models and mean-field theory, with applications to laser radar range profiling and segmentation
    • Tsai A., Zhang J., Willsky A.S. Expectation-maximization algorithms for image processing using multiscale models and mean-field theory, with applications to laser radar range profiling and segmentation. Optical Engineering. 40(7):2001;1287-1301.
    • (2001) Optical Engineering , vol.40 , Issue.7 , pp. 1287-1301
    • Tsai, A.1    Zhang, J.2    Willsky, A.S.3
  • 67
    • 0032495066 scopus 로고    scopus 로고
    • Independent component analysis of natural image sequences yields spatio-temporal filters similar to simple cells in primary visual cortex
    • van Hateren J.H., Ruderman D.L. Independent component analysis of natural image sequences yields spatio-temporal filters similar to simple cells in primary visual cortex. Proceedings of the Royal Society of London Series B - Biological Sciences. 265(1412):1998;2315-2320.
    • (1998) Proceedings of the Royal Society of London Series B - Biological Sciences , vol.265 , Issue.1412 , pp. 2315-2320
    • Van Hateren, J.H.1    Ruderman, D.L.2
  • 69
    • 0030200737 scopus 로고    scopus 로고
    • Metamerisms in structure-from-motion perception
    • van Veen H., Werkhoven P. Metamerisms in structure-from-motion perception. Vision Research. 36(14):1996;2197-2210.
    • (1996) Vision Research , vol.36 , Issue.14 , pp. 2197-2210
    • Van Veen, H.1    Werkhoven, P.2
  • 70
  • 72
    • 0023527655 scopus 로고
    • The Gaussian derivative model for spatial vision: I. Retinal mechanisms
    • Young R.A. The Gaussian derivative model for spatial vision: I. Retinal mechanisms. Spatial Vision. 2:1987;273-293.
    • (1987) Spatial Vision , vol.2 , pp. 273-293
    • Young, R.A.1
  • 73
    • 0035544177 scopus 로고    scopus 로고
    • The Gaussian derivative model for spatial-temporal vision: I cortical model
    • Young R.A., Lesperance R.M., Meyer W.W. The Gaussian derivative model for spatial-temporal vision: I cortical model. Spatial Vision. 14(3-4):2001;261-319.
    • (2001) Spatial Vision , vol.14 , Issue.34 , pp. 261-319
    • Young, R.A.1    Lesperance, R.M.2    Meyer, W.W.3
  • 74
    • 18044402122 scopus 로고    scopus 로고
    • Nonlinear and extra-classical receptive field properties and the statistics of natural scenes
    • Zetzsche C., Rohrbein F. Nonlinear and extra-classical receptive field properties and the statistics of natural scenes. Network-Computation in Neural Systems. 12(3):2001;331-350.
    • (2001) Network-Computation in Neural Systems , vol.12 , Issue.3 , pp. 331-350
    • Zetzsche, C.1    Rohrbein, F.2
  • 75
    • 0036165456 scopus 로고    scopus 로고
    • On the consistency of instantaneous rigid motion estimation
    • Zhang T., Tomasi C. On the consistency of instantaneous rigid motion estimation. International Journal of Computer Vision. 46(1):2001;51-79.
    • (2001) International Journal of Computer Vision , vol.46 , Issue.1 , pp. 51-79
    • Zhang, T.1    Tomasi, C.2
  • 76


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