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Gaze behavior analysis system based on objects using trajectory information

  • Stony Brook University
  • Hoseo University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

There have been diverse attempts to analyze user preference in terms of gaze behavior on specific object from various viewpoint in the fields of HCI, eye tracking area, image processing technology, etc. However, it is not easy to get clear about what user looks at instead of where user watches so far. Because there are issues such as object representation method in multimedia content, eye tracking error compensation and analysis method, efficient data profiling method in a situation that both user and image data keep being increased. Thus, in this paper, we propose eye tracking error compensation method using trajectory information and data compression method using object information of content to solve these problems mentioned above. Finally, we verify data accuracy of the proposed system and reduction ratio of data in a situation if there is a random error.

Original languageEnglish
Title of host publicationFrontier and Innovation in Future Computing and Communications
EditorsAlbert Zomaya, James J. Park, Hwa-Young Jeong, Mohammad Obaidat
PublisherSpringer Verlag
Pages799-808
Number of pages10
ISBN (Electronic)9789401787970
DOIs
StatePublished - 2014
Event2014 FTRA International Symposium on Frontier and Innovation in Future Computing and Communications, FCC 2014 - Auckland, New Zealand
Duration: Jan 13 2014Jan 16 2014

Publication series

NameLecture Notes in Electrical Engineering
Volume301
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference2014 FTRA International Symposium on Frontier and Innovation in Future Computing and Communications, FCC 2014
Country/TerritoryNew Zealand
CityAuckland
Period01/13/1401/16/14

Keywords

  • Data compression
  • Error compensation
  • Eye tracking
  • Object representation
  • User’s behavior analysis

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