Skip to main content
Top

2015 | OriginalPaper | Chapter

68. Correlation Analysis Between Eye Gaze and Image Content of the Natural Scene Pictures

Authors : Yajuan Bai, Meng Yang, Yaofeng He, Yuping Luo, Guansheng Huang

Published in: Proceedings of the 15th International Conference on Man–Machine–Environment System Engineering

Publisher: Springer Berlin Heidelberg

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

search-config
loading …

Abstract

Study of the eye movement characteristics of humans when watching pictures can help to improve the analysis accuracy of calculation models in the visual salient region. This study selected 100 natural images from the image library and the tested eye movement data of subjects were recorded by eye trackers, features of human eyes at gaze points were analyzed when freely viewing pictures (no task instructions), emphasizing on the study of the picture’s first fixation point and second point fixation ratio which can complete characterization of picture content. Application method of eye movement data in the calculation model of visual significant area is put forward by combining with characteristics of the picture.

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 Itti L, Koch Ch, Niebur E (1998) A model of saliency-based visual attention for rapid scene analysis. IEEE Trans Pattern Anal Mach Intell (PAMI) 20(11):1254–1259CrossRef Itti L, Koch Ch, Niebur E (1998) A model of saliency-based visual attention for rapid scene analysis. IEEE Trans Pattern Anal Mach Intell (PAMI) 20(11):1254–1259CrossRef
2.
go back to reference Ouerhani N, von Wartburg R, Hügli H, Müri R (2004) Empirical validation of the saliency-based model of visual attention. Electron Lett Comput Vision Image Anal 3(1):13–24 Ouerhani N, von Wartburg R, Hügli H, Müri R (2004) Empirical validation of the saliency-based model of visual attention. Electron Lett Comput Vision Image Anal 3(1):13–24
3.
go back to reference Judd T, Ehinger K, Durand F, Torralba A (2009) Learning to predict where humans look. In: ICCV 2009 Judd T, Ehinger K, Durand F, Torralba A (2009) Learning to predict where humans look. In: ICCV 2009
4.
go back to reference Tatler BW (2007) The central fixation bias in scene viewing: selecting an optimal viewing position independently of motor biases and image feature distributions. J Vision 7(14):4, 1–17 Tatler BW (2007) The central fixation bias in scene viewing: selecting an optimal viewing position independently of motor biases and image feature distributions. J Vision 7(14):4, 1–17
Metadata
Title
Correlation Analysis Between Eye Gaze and Image Content of the Natural Scene Pictures
Authors
Yajuan Bai
Meng Yang
Yaofeng He
Yuping Luo
Guansheng Huang
Copyright Year
2015
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-48224-7_68