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Absolute Eye Gaze E...
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Favre-Felix, AntoineEriksholm Res Ctr, Denmark; Tech Univ Denmark, Denmark
(författare)
Absolute Eye Gaze Estimation With Biosensors in Hearing Aids
- Artikel/kapitelEngelska2019
Förlag, utgivningsår, omfång ...
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2019-12-05
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Frontiers Media S.A.2019
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electronicrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:liu-163037
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https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-163037URI
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https://doi.org/10.3389/fnins.2019.01294DOI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:art swepub-publicationtype
Anmärkningar
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Funding Agencies|EUEuropean Union (EU) [644732]
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People with hearing impairment typically have difficulties following conversations in multi-talker situations. Previous studies have shown that utilizing eye gaze to steer audio through beamformers could be a solution for those situations. Recent studies have shown that in-ear electrodes that capture electrooculography in the ear (EarEOG) can estimate the eye-gaze relative to the head, when the head was fixed. The head movement can be estimated using motion sensors around the ear to create an estimate of the absolute eye-gaze in the room. In this study, an experiment was designed to mimic a multi-talker situation in order to study and model the EarEOG signal when participants attempted to follow a conversation. Eleven hearing impaired participants were presented speech from the DAT speech corpus (Bo Nielsen et al., 2014), with three targets positioned at -30 degrees, 0 degrees and +30 degrees azimuth. The experiment was run in two setups: one where the participants had their head fixed in a chinrest, and the other where they were free to move their head. The participants task was to focus their visual attention on an LED-indicated target that changed regularly. A model was developed for the relative eye-gaze estimation, taking saccades, fixations, head movement and drift from the electrode-skin half-cell into account. This model explained 90.5% of the variance of the EarEOG when the head was fixed, and 82.6% when the head was free. The absolute eye-gaze was also estimated utilizing that model. When the head was fixed, the estimation of the absolute eye-gaze was reliable. However, due to hardware issues, the estimation of the absolute eye-gaze when the head was free had a variance that was too large to reliably estimate the attended target. Overall, this study demonstrated the potential of estimating absolute eye-gaze using EarEOG and motion sensors around the ear.
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Biuppslag (personer, institutioner, konferenser, titlar ...)
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Graversen, CarinaEriksholm Res Ctr, Denmark
(författare)
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Bhuiyan, Tanveer A.Eriksholm Res Ctr, Denmark
(författare)
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Skoglund, MartinLinköpings universitet,Reglerteknik,Tekniska fakulteten,Eriksholm Res Ctr, Denmark(Swepub:liu)marsk27
(författare)
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Rotger-Griful, SergiEriksholm Res Ctr, Denmark
(författare)
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Rank, Mike LindUNEEG Med AS, Denmark
(författare)
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Dau, TorstenTech Univ Denmark, Denmark
(författare)
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Lunner, ThomasLinköpings universitet,Reglerteknik,Tekniska fakulteten,Institutet för handikappvetenskap (IHV),Eriksholm Res Ctr, Denmark; Tech Univ Denmark, Denmark(Swepub:liu)tholu94
(författare)
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Eriksholm Res Ctr, Denmark; Tech Univ Denmark, DenmarkEriksholm Res Ctr, Denmark
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:Frontiers in Neuroscience: Frontiers Media S.A.131662-45481662-453X
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