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A gaze prediction technique for open signed video content using a track before detect algorithm

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publication15th IEEE International Conference on Image Processing, 2008 (ICIP 2008)
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateOct 2008
Pages705 - 708
Number of pages4
ISBN (Print)9781424417650
DOIs
StatePublished

Publication series

Name
ISSN (Print)15224880

Conference

Conference15th International Conference on Image Processing
CountryUnited States
CitySan Diego, CA
Period1/10/08 → …

Abstract

This paper proposes a gaze prediction model for open signed video content. A face detection algorithm is used to locate faces across each frame in both profile and frontal orientations. A grid-based likelihood ratio track before detect routine is used to predict the orientation of the signer's head, which allows the gaze location to be localised to either the signer or the inset. The face detections are then used to narrow down the gaze prediction further. The gaze predictor is able to predict the results of an eye tracking study with up to 95% accuracy, and an average accuracy of over 80%

Additional information

Rose publication type: Conference contribution Additional information: With accompanying conference presentation Sponsorship: This work was funded by the British Broadcasting Corporation (BBC) Terms of use: Copyright © 2008 IEEE. Reprinted from IEEE 15th International Conference on Image Processing, 2008 (ICIP 2008). This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Documents

DOI

Research areas

  • video contexts, video coding, gaze tracking

Event

15th International Conference on Image Processing

Duration1 Oct 2008 → …
CountryUnited States
CitySan Diego, CA

Event: Conference

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