Skip to main content
Top

2016 | OriginalPaper | Chapter

Representation of Local Figure-Ground by a Group of V4 Cells

Authors : M. Hasuike, Y. Yamane, H. Tamura, K. Sakai

Published in: Neural Information Processing

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Figure-ground (FG) segregation is a crucial function of the intermediate-level vision. Physiological studies on monkey V2 have reported border-ownership (BO) selective cells that signal the direction of figure along a local border. However, local borders in natural images are often complicated and they often do not provide a clue for FG segregation. In the present study, we hypothesize that a population of V4 cells represents FG by means of surface rather than border. We investigated this hypothesis by the computational analysis of neural signals from multiple cells in monkey V4. Specifically, we applied Support Vector Machine as an ideal integrator to the cellular responses, and examined whether the responses carry information capable of determining correct local FG. Our results showed that the responses from several tens of cells are capable of determining correct local FG in a variety of natural image patches while single-cell responses hardly determine FG, suggesting a population coding of local FG by a small number of cells in V4.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Zhou, H., Friedman, H.S., von der Heydt, R.: Coding of border ownership in monkey visual cortex. J. Neurosci. 20, 6594–6611 (2000) Zhou, H., Friedman, H.S., von der Heydt, R.: Coding of border ownership in monkey visual cortex. J. Neurosci. 20, 6594–6611 (2000)
2.
go back to reference Zhang, N.R., von der Heydt, R.: Analysis of the context integration mechanisms underlying figure-ground organization in the visual cortex. J. Neurosci. 30, 6482–6496 (2010)CrossRef Zhang, N.R., von der Heydt, R.: Analysis of the context integration mechanisms underlying figure-ground organization in the visual cortex. J. Neurosci. 30, 6482–6496 (2010)CrossRef
3.
go back to reference Sakai, K., Nishimura, H.: Surrounding suppression and facilitation in the determination of border ownership. J. Cogn. Neurosci. 18, 562–579 (2006)CrossRef Sakai, K., Nishimura, H.: Surrounding suppression and facilitation in the determination of border ownership. J. Cogn. Neurosci. 18, 562–579 (2006)CrossRef
4.
go back to reference Sakai, K., Nishimura, H., Shimizu, R., Kondo, K.: Consistent and robust determination of border-ownership based on asymmetric surrounding contrast. Neural Netw. 33, 257–274 (2012)CrossRef Sakai, K., Nishimura, H., Shimizu, R., Kondo, K.: Consistent and robust determination of border-ownership based on asymmetric surrounding contrast. Neural Netw. 33, 257–274 (2012)CrossRef
5.
go back to reference Nakata, Y., Sakai, K.: Structures of surround modulation for the border-ownership selectivity of V2 cells. In: Huang, T., Zeng, Z., Li, C., Leung, C.S. (eds.) ICONIP 2012, Part I. LNCS, vol. 7663, pp. 383–391. Springer, Heidelberg (2012)CrossRef Nakata, Y., Sakai, K.: Structures of surround modulation for the border-ownership selectivity of V2 cells. In: Huang, T., Zeng, Z., Li, C., Leung, C.S. (eds.) ICONIP 2012, Part I. LNCS, vol. 7663, pp. 383–391. Springer, Heidelberg (2012)CrossRef
6.
go back to reference Pasupathy, A., Connor, C.E.: Population coding of shape in area V4. Nat. Neurosci. 5(12), 1332–1338 (2002)CrossRef Pasupathy, A., Connor, C.E.: Population coding of shape in area V4. Nat. Neurosci. 5(12), 1332–1338 (2002)CrossRef
7.
go back to reference Poort, J., Raudies, F., Wanning, A., Lamme, V.A.F., Neumann, H., Roelfsema, P.R.: The role of attention in figure-ground segregation in areas V1 and V4 of the visual cortex. Neuron 75, 143–156 (2012)CrossRef Poort, J., Raudies, F., Wanning, A., Lamme, V.A.F., Neumann, H., Roelfsema, P.R.: The role of attention in figure-ground segregation in areas V1 and V4 of the visual cortex. Neuron 75, 143–156 (2012)CrossRef
8.
go back to reference Hasuike, M., Ueno, S., Minowa, D., Yamane, Y., Tamura, H., Sakai, K.: Figure-ground segregation by a population of V4 cells. In: Arik, S., et al. (eds.) ICONIP 2015. LNCS, vol. 9490, pp. 617–622. Springer, Heidelberg (2015). doi:10.1007/978-3-319-26535-3_70 CrossRef Hasuike, M., Ueno, S., Minowa, D., Yamane, Y., Tamura, H., Sakai, K.: Figure-ground segregation by a population of V4 cells. In: Arik, S., et al. (eds.) ICONIP 2015. LNCS, vol. 9490, pp. 617–622. Springer, Heidelberg (2015). doi:10.​1007/​978-3-319-26535-3_​70 CrossRef
9.
go back to reference Fowlkes, C.C., Martin, D.R., Malik, J.: Local figure-ground cues are valid for natural images. J. Vis. 7(8), 2, 1–9 (2007) Fowlkes, C.C., Martin, D.R., Malik, J.: Local figure-ground cues are valid for natural images. J. Vis. 7(8), 2, 1–9 (2007)
11.
go back to reference Sakai, K., Matsuoka, S., Kurematsu, K., Hatori, Y.: Perceptual representation and effectiveness of local figure-ground cues in natural contours. Front. Psychol. (2015). doi:10.3389/fpsyg.2015.01685 Sakai, K., Matsuoka, S., Kurematsu, K., Hatori, Y.: Perceptual representation and effectiveness of local figure-ground cues in natural contours. Front. Psychol. (2015). doi:10.​3389/​fpsyg.​2015.​01685
13.
go back to reference Jones, H.E., Andolina, I.M., Shipp, S.D., Adams, D.L., Cudeiro, J., Salt, T.E., Sillito, A.M.: Figure-ground modulation in awake primate thalamus. PNAS 112(22), 7085–7090 (2015)CrossRef Jones, H.E., Andolina, I.M., Shipp, S.D., Adams, D.L., Cudeiro, J., Salt, T.E., Sillito, A.M.: Figure-ground modulation in awake primate thalamus. PNAS 112(22), 7085–7090 (2015)CrossRef
Metadata
Title
Representation of Local Figure-Ground by a Group of V4 Cells
Authors
M. Hasuike
Y. Yamane
H. Tamura
K. Sakai
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-46687-3_14

Premium Partner