Abstract

Psychophysical studies of the visual perception of incomplete contour images have been carried out. The images were synthesized by means of wavelets. The wavelets consisted of the difference-of-Gaussians (DoG) function and oriented wavelets whose spectrum is limited both in the frequency range and in the orientation range. The image size and the number and angular size of the wavelets were varied. The dependence between the characteristics of the wavelets and the recognition thresholds of the incomplete images was established.

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  1. A. Ghosh and N. Petkov, “Robustness of shape descriptors to incomplete contour representations,” IEEE Trans. Pattern Anal. Mach. Intell. 27, 1793 (2005).
    [CrossRef] [PubMed]
  2. C. Mehanian and S. Rak, “Bidirectional log–polar mapping for invariant object recognition,” Proc. SPIE 1471, 200 (1991).
  3. C. F. R. Weiman, “Log–polar vision for mobile robot navigation,” in Proc. Electronic Imaging Conferences, Boston, Nov. 1990, pp. 382–385.
  4. S. Zokai and G. Wolberg, “Image registration using log–polar mappings for recovery of large-scale similarity and projective transformations,” IEEE Trans. Image Process. 14, 1422 (2005).
    [CrossRef] [PubMed]
  5. N. N. Krasil’nikov and Yu. E. Shelepin, “A functional model of vision,” Opt. Zh. 64, No. 2, 72 (1997). [J. Opt. Technol. 64, 136 (1997)].
  6. V. V. Aleksandrov and N. D. Gorskiĭ, Image Representation and Processing. A Recursive Approach (Nauka, Leningrad, 1985).
  7. Yu. E. Shelepin, V. M. Bondarko, and M. V. Danilova, “Design of the fovea and model of pyramidal organization of the visual system,” Sens. Sist. 9, No. 1, 87 (1995).
  8. P. Burt and E. Adelson, “The Laplacian pyramid as a compact image code,” IEEE Trans. Commun. Com-31, 532 (1983).
    [CrossRef]
  9. V. Cantoni and A. Petrosino, “Neural recognition in a pyramidal structure,” IEEE Trans. Neural Networks 13, 472 (2002).
    [CrossRef]
  10. Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).
  11. V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
    [CrossRef] [PubMed]
  12. Yu. E. Shelepin, V. N. Chikhman, and N. Foreman, “Analysis of studies of the perception of fragmented images: Integral perception and perception from local attributes,” Ross. Fiziolog. Zh. 94, 758 (2008).
  13. Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).
  14. E. Gollin, “Developmental studies of visual recognition of incomplete objects,” Percept. Mot. Skills No. 11, 289 (1960).
  15. O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).
  16. R. L. DeValois, D. G. Albrecht, and L. G. Thorell, “Spatial-frequency selectivity of cells in macaque visual cortex,” Vision Res. 22, 545 (1982).
    [CrossRef] [PubMed]
  17. Yu. E. Shelepin, “Filtration properties of the receptor fields of the neurons of the visual cortex,” Dok. Akad. Nauk SSSR 261, 1506 (1981).
  18. Yu. E. Shelepin, “Spatial-frequency characteristics of the receptor fields of the neurons of the lateral suprasylvian region,” Neĭrofiz. 14, 608 (1982).
  19. A. Ginsburg, “Spatial filtering and visual form perception,” in Handbook of Perception and Human Performance, ed., K. Boff(John Wiley and Sons, New York, 1986), vol. 34, pp. 1–41.
  20. Yu. E. Shelepin, L. N. Kolesnikova, and Yu. I. Levkovich, Visual Contrastometry. Measurement of the Spatial Transfer Functions of the Visual System (Nauka, Leningrad, 1985).
  21. S. V. Alekseenko, S. N. Toporova, and F. N. Makarov, “Microtopography of cortical fields 17 and 18,” Sens. Sist. 13, 278 (1999).
  22. C. D. Gilbert, “Microcircuitry of the visual cortex,” Annu. Rev. Neurosci. 6, 217 (1983).
    [CrossRef]

2008

Yu. E. Shelepin, V. N. Chikhman, and N. Foreman, “Analysis of studies of the perception of fragmented images: Integral perception and perception from local attributes,” Ross. Fiziolog. Zh. 94, 758 (2008).

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).

2006

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

2005

S. Zokai and G. Wolberg, “Image registration using log–polar mappings for recovery of large-scale similarity and projective transformations,” IEEE Trans. Image Process. 14, 1422 (2005).
[CrossRef] [PubMed]

A. Ghosh and N. Petkov, “Robustness of shape descriptors to incomplete contour representations,” IEEE Trans. Pattern Anal. Mach. Intell. 27, 1793 (2005).
[CrossRef] [PubMed]

2004

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

2002

V. Cantoni and A. Petrosino, “Neural recognition in a pyramidal structure,” IEEE Trans. Neural Networks 13, 472 (2002).
[CrossRef]

1999

S. V. Alekseenko, S. N. Toporova, and F. N. Makarov, “Microtopography of cortical fields 17 and 18,” Sens. Sist. 13, 278 (1999).

1997

N. N. Krasil’nikov and Yu. E. Shelepin, “A functional model of vision,” Opt. Zh. 64, No. 2, 72 (1997). [J. Opt. Technol. 64, 136 (1997)].

1995

Yu. E. Shelepin, V. M. Bondarko, and M. V. Danilova, “Design of the fovea and model of pyramidal organization of the visual system,” Sens. Sist. 9, No. 1, 87 (1995).

1991

C. Mehanian and S. Rak, “Bidirectional log–polar mapping for invariant object recognition,” Proc. SPIE 1471, 200 (1991).

1983

P. Burt and E. Adelson, “The Laplacian pyramid as a compact image code,” IEEE Trans. Commun. Com-31, 532 (1983).
[CrossRef]

C. D. Gilbert, “Microcircuitry of the visual cortex,” Annu. Rev. Neurosci. 6, 217 (1983).
[CrossRef]

1982

Yu. E. Shelepin, “Spatial-frequency characteristics of the receptor fields of the neurons of the lateral suprasylvian region,” Neĭrofiz. 14, 608 (1982).

R. L. DeValois, D. G. Albrecht, and L. G. Thorell, “Spatial-frequency selectivity of cells in macaque visual cortex,” Vision Res. 22, 545 (1982).
[CrossRef] [PubMed]

1981

Yu. E. Shelepin, “Filtration properties of the receptor fields of the neurons of the visual cortex,” Dok. Akad. Nauk SSSR 261, 1506 (1981).

1960

E. Gollin, “Developmental studies of visual recognition of incomplete objects,” Percept. Mot. Skills No. 11, 289 (1960).

Adelson, E.

P. Burt and E. Adelson, “The Laplacian pyramid as a compact image code,” IEEE Trans. Commun. Com-31, 532 (1983).
[CrossRef]

Albrecht, D. G.

R. L. DeValois, D. G. Albrecht, and L. G. Thorell, “Spatial-frequency selectivity of cells in macaque visual cortex,” Vision Res. 22, 545 (1982).
[CrossRef] [PubMed]

Aleksandrov, V. V.

V. V. Aleksandrov and N. D. Gorskiĭ, Image Representation and Processing. A Recursive Approach (Nauka, Leningrad, 1985).

Alekseenko, S. V.

S. V. Alekseenko, S. N. Toporova, and F. N. Makarov, “Microtopography of cortical fields 17 and 18,” Sens. Sist. 13, 278 (1999).

Bondarko, V. M.

Yu. E. Shelepin, V. M. Bondarko, and M. V. Danilova, “Design of the fovea and model of pyramidal organization of the visual system,” Sens. Sist. 9, No. 1, 87 (1995).

Burt, P.

P. Burt and E. Adelson, “The Laplacian pyramid as a compact image code,” IEEE Trans. Commun. Com-31, 532 (1983).
[CrossRef]

Cantoni, V.

V. Cantoni and A. Petrosino, “Neural recognition in a pyramidal structure,” IEEE Trans. Neural Networks 13, 472 (2002).
[CrossRef]

Chihman, V.

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

Chikhman, V.

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

Chikhman, V. N.

Yu. E. Shelepin, V. N. Chikhman, and N. Foreman, “Analysis of studies of the perception of fragmented images: Integral perception and perception from local attributes,” Ross. Fiziolog. Zh. 94, 758 (2008).

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

Danilova, M. V.

Yu. E. Shelepin, V. M. Bondarko, and M. V. Danilova, “Design of the fovea and model of pyramidal organization of the visual system,” Sens. Sist. 9, No. 1, 87 (1995).

DeValois, R. L.

R. L. DeValois, D. G. Albrecht, and L. G. Thorell, “Spatial-frequency selectivity of cells in macaque visual cortex,” Vision Res. 22, 545 (1982).
[CrossRef] [PubMed]

Foreman, N.

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

Yu. E. Shelepin, V. N. Chikhman, and N. Foreman, “Analysis of studies of the perception of fragmented images: Integral perception and perception from local attributes,” Ross. Fiziolog. Zh. 94, 758 (2008).

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

Ghosh, A.

A. Ghosh and N. Petkov, “Robustness of shape descriptors to incomplete contour representations,” IEEE Trans. Pattern Anal. Mach. Intell. 27, 1793 (2005).
[CrossRef] [PubMed]

Gilbert, C. D.

C. D. Gilbert, “Microcircuitry of the visual cortex,” Annu. Rev. Neurosci. 6, 217 (1983).
[CrossRef]

Ginsburg, A.

A. Ginsburg, “Spatial filtering and visual form perception,” in Handbook of Perception and Human Performance, ed., K. Boff(John Wiley and Sons, New York, 1986), vol. 34, pp. 1–41.

Gollin, E.

E. Gollin, “Developmental studies of visual recognition of incomplete objects,” Percept. Mot. Skills No. 11, 289 (1960).

Gorskii, N. D.

V. V. Aleksandrov and N. D. Gorskiĭ, Image Representation and Processing. A Recursive Approach (Nauka, Leningrad, 1985).

Harauzov, A.

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

Kolesnikova, L. N.

Yu. E. Shelepin, L. N. Kolesnikova, and Yu. I. Levkovich, Visual Contrastometry. Measurement of the Spatial Transfer Functions of the Visual System (Nauka, Leningrad, 1985).

Krasil’nikov, N. N.

N. N. Krasil’nikov and Yu. E. Shelepin, “A functional model of vision,” Opt. Zh. 64, No. 2, 72 (1997). [J. Opt. Technol. 64, 136 (1997)].

Levkovich, Yu. I.

Yu. E. Shelepin, L. N. Kolesnikova, and Yu. I. Levkovich, Visual Contrastometry. Measurement of the Spatial Transfer Functions of the Visual System (Nauka, Leningrad, 1985).

Makarov, F. N.

S. V. Alekseenko, S. N. Toporova, and F. N. Makarov, “Microtopography of cortical fields 17 and 18,” Sens. Sist. 13, 278 (1999).

Mehanian, C.

C. Mehanian and S. Rak, “Bidirectional log–polar mapping for invariant object recognition,” Proc. SPIE 1471, 200 (1991).

Merkuljev, A.

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

Mezentsev, A. Yu.

O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).

Pésmor, P.

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

Petkov, N.

A. Ghosh and N. Petkov, “Robustness of shape descriptors to incomplete contour representations,” IEEE Trans. Pattern Anal. Mach. Intell. 27, 1793 (2005).
[CrossRef] [PubMed]

Petrosino, A.

V. Cantoni and A. Petrosino, “Neural recognition in a pyramidal structure,” IEEE Trans. Neural Networks 13, 472 (2002).
[CrossRef]

Pronin, S.

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

Pronin, S. V.

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).

Rak, S.

C. Mehanian and S. Rak, “Bidirectional log–polar mapping for invariant object recognition,” Proc. SPIE 1471, 200 (1991).

Shelepin, Y.

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

Shelepin, Yu. E.

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

Yu. E. Shelepin, V. N. Chikhman, and N. Foreman, “Analysis of studies of the perception of fragmented images: Integral perception and perception from local attributes,” Ross. Fiziolog. Zh. 94, 758 (2008).

O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).

N. N. Krasil’nikov and Yu. E. Shelepin, “A functional model of vision,” Opt. Zh. 64, No. 2, 72 (1997). [J. Opt. Technol. 64, 136 (1997)].

Yu. E. Shelepin, V. M. Bondarko, and M. V. Danilova, “Design of the fovea and model of pyramidal organization of the visual system,” Sens. Sist. 9, No. 1, 87 (1995).

Yu. E. Shelepin, “Spatial-frequency characteristics of the receptor fields of the neurons of the lateral suprasylvian region,” Neĭrofiz. 14, 608 (1982).

Yu. E. Shelepin, “Filtration properties of the receptor fields of the neurons of the visual cortex,” Dok. Akad. Nauk SSSR 261, 1506 (1981).

Yu. E. Shelepin, L. N. Kolesnikova, and Yu. I. Levkovich, Visual Contrastometry. Measurement of the Spatial Transfer Functions of the Visual System (Nauka, Leningrad, 1985).

Thorell, L. G.

R. L. DeValois, D. G. Albrecht, and L. G. Thorell, “Spatial-frequency selectivity of cells in macaque visual cortex,” Vision Res. 22, 545 (1982).
[CrossRef] [PubMed]

Toporova, S. N.

S. V. Alekseenko, S. N. Toporova, and F. N. Makarov, “Microtopography of cortical fields 17 and 18,” Sens. Sist. 13, 278 (1999).

Vahromeeva, O.

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

Vakhrameeva, O. A.

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).

Weiman, C. F. R.

C. F. R. Weiman, “Log–polar vision for mobile robot navigation,” in Proc. Electronic Imaging Conferences, Boston, Nov. 1990, pp. 382–385.

Wolberg, G.

S. Zokai and G. Wolberg, “Image registration using log–polar mappings for recovery of large-scale similarity and projective transformations,” IEEE Trans. Image Process. 14, 1422 (2005).
[CrossRef] [PubMed]

Zokai, S.

S. Zokai and G. Wolberg, “Image registration using log–polar mappings for recovery of large-scale similarity and projective transformations,” IEEE Trans. Image Process. 14, 1422 (2005).
[CrossRef] [PubMed]

Annu. Rev. Neurosci.

C. D. Gilbert, “Microcircuitry of the visual cortex,” Annu. Rev. Neurosci. 6, 217 (1983).
[CrossRef]

Dok. Akad. Nauk SSSR

Yu. E. Shelepin, “Filtration properties of the receptor fields of the neurons of the visual cortex,” Dok. Akad. Nauk SSSR 261, 1506 (1981).

Éksp. Psikhol.

Yu. E. Shelepin, V. N. Chikhman, O. A. Vakhrameeva, S. V. Pronin, N. Foreman, and P. Pésmor, “Invariance of visual perception,” Éksp. Psikhol. No. 1, 7 (2008).

IEEE Trans. Commun.

P. Burt and E. Adelson, “The Laplacian pyramid as a compact image code,” IEEE Trans. Commun. Com-31, 532 (1983).
[CrossRef]

IEEE Trans. Image Process.

S. Zokai and G. Wolberg, “Image registration using log–polar mappings for recovery of large-scale similarity and projective transformations,” IEEE Trans. Image Process. 14, 1422 (2005).
[CrossRef] [PubMed]

IEEE Trans. Neural Networks

V. Cantoni and A. Petrosino, “Neural recognition in a pyramidal structure,” IEEE Trans. Neural Networks 13, 472 (2002).
[CrossRef]

IEEE Trans. Pattern Anal. Mach. Intell.

A. Ghosh and N. Petkov, “Robustness of shape descriptors to incomplete contour representations,” IEEE Trans. Pattern Anal. Mach. Intell. 27, 1793 (2005).
[CrossRef] [PubMed]

Neirofiz.

Yu. E. Shelepin, “Spatial-frequency characteristics of the receptor fields of the neurons of the lateral suprasylvian region,” Neĭrofiz. 14, 608 (1982).

Opt. Zh.

N. N. Krasil’nikov and Yu. E. Shelepin, “A functional model of vision,” Opt. Zh. 64, No. 2, 72 (1997). [J. Opt. Technol. 64, 136 (1997)].

Percept. Mot. Skills

E. Gollin, “Developmental studies of visual recognition of incomplete objects,” Percept. Mot. Skills No. 11, 289 (1960).

Perception

Y. Shelepin, O. Vahromeeva, A. Harauzov, S. Pronin, N. Foreman, and V. Chihman, “Recognition of incomplete contour and half-tone figures,” Perception 33, 85 (2004).

V. Chikhman, Y. Shelepin, N. Foreman, A. Merkuljev, and S. Pronin, “Incomplete figure perception and invisible masking,” Perception 35, 1441 (2006).
[CrossRef] [PubMed]

Proc. SPIE

C. Mehanian and S. Rak, “Bidirectional log–polar mapping for invariant object recognition,” Proc. SPIE 1471, 200 (1991).

Ross. Fiziolog. Zh.

Yu. E. Shelepin, V. N. Chikhman, and N. Foreman, “Analysis of studies of the perception of fragmented images: Integral perception and perception from local attributes,” Ross. Fiziolog. Zh. 94, 758 (2008).

O. A. Vakhrameeva, Yu. E. Shelepin, A. Yu. Mezentsev, and S. V. Pronin, “Study of the perception of incomplete-contour images of various sizes,” Ross. Fiziolog. Zh. 94, 1158 (2008).

Sens. Sist.

Yu. E. Shelepin, V. M. Bondarko, and M. V. Danilova, “Design of the fovea and model of pyramidal organization of the visual system,” Sens. Sist. 9, No. 1, 87 (1995).

S. V. Alekseenko, S. N. Toporova, and F. N. Makarov, “Microtopography of cortical fields 17 and 18,” Sens. Sist. 13, 278 (1999).

Vision Res.

R. L. DeValois, D. G. Albrecht, and L. G. Thorell, “Spatial-frequency selectivity of cells in macaque visual cortex,” Vision Res. 22, 545 (1982).
[CrossRef] [PubMed]

Other

A. Ginsburg, “Spatial filtering and visual form perception,” in Handbook of Perception and Human Performance, ed., K. Boff(John Wiley and Sons, New York, 1986), vol. 34, pp. 1–41.

Yu. E. Shelepin, L. N. Kolesnikova, and Yu. I. Levkovich, Visual Contrastometry. Measurement of the Spatial Transfer Functions of the Visual System (Nauka, Leningrad, 1985).

C. F. R. Weiman, “Log–polar vision for mobile robot navigation,” in Proc. Electronic Imaging Conferences, Boston, Nov. 1990, pp. 382–385.

V. V. Aleksandrov and N. D. Gorskiĭ, Image Representation and Processing. A Recursive Approach (Nauka, Leningrad, 1985).

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