Reported Attention as a Promising Alternative to Gaze in IQA Tasks

Kurzanzeige
dc.contributor.authorHosu, Vlad
dc.contributor.authorHahn, Franz
dc.contributor.authorZingman, Igor
dc.contributor.authorSaupe, Dietmar
dc.date.accessioned2016-11-21T12:36:11Z
dc.date.available2016-11-21T12:36:11Z
dc.date.issued2016eng
dc.description.abstractWe study the use of crowdsourcing for self-reported attention in image quality assessment (IQA) tasks. We present the results from two crowdsourcing campaigns: one where participants in- dicated via mouse clicks the image locations that influenced their rating of quality, and another where participants chose lo- cations they looked at in a free-viewing setting. The results are compared to in-lab eye tracking experiments. Our analysis shows a strong connection between the in-lab and self-reported IQA locations. This suggests that crowdsourced studies are an affordable and valid alternative to eye tracking for IQA tasks.eng
dc.description.versionpublishedeng
dc.identifier.doi10.21437/PQS.2016-25eng
dc.identifier.ppn480091927
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/35994
dc.language.isoengeng
dc.rightsterms-of-use
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/
dc.subject.ddc004eng
dc.titleReported Attention as a Promising Alternative to Gaze in IQA Taskseng
dc.typeINPROCEEDINGSeng
dspace.entity.typePublication
kops.citation.bibtex
@inproceedings{Hosu2016Repor-35994,
  year={2016},
  doi={10.21437/PQS.2016-25},
  title={Reported Attention as a Promising Alternative to Gaze in IQA Tasks},
  publisher={ISCA},
  address={Baixas, France},
  booktitle={PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems},
  pages={117--121},
  editor={Möller, Sebastian and Egger, Sebastian},
  author={Hosu, Vlad and Hahn, Franz and Zingman, Igor and Saupe, Dietmar}
}
kops.citation.iso690HOSU, Vlad, Franz HAHN, Igor ZINGMAN, Dietmar SAUPE, 2016. Reported Attention as a Promising Alternative to Gaze in IQA Tasks. PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Berlin, Germany, 29. Aug. 2016 - 31. Aug. 2016. In: MÖLLER, Sebastian, ed., Sebastian EGGER, ed.. PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Baixas, France: ISCA, 2016, pp. 117-121. eISSN 2312-2846. Available under: doi: 10.21437/PQS.2016-25deu
kops.citation.iso690HOSU, Vlad, Franz HAHN, Igor ZINGMAN, Dietmar SAUPE, 2016. Reported Attention as a Promising Alternative to Gaze in IQA Tasks. PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Berlin, Germany, Aug 29, 2016 - Aug 31, 2016. In: MÖLLER, Sebastian, ed., Sebastian EGGER, ed.. PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Baixas, France: ISCA, 2016, pp. 117-121. eISSN 2312-2846. Available under: doi: 10.21437/PQS.2016-25eng
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    <dcterms:abstract xml:lang="eng">We study the use of crowdsourcing for self-reported attention in image quality assessment (IQA) tasks. We present the results from two crowdsourcing campaigns: one where participants in- dicated  via  mouse  clicks  the  image  locations  that  influenced their rating of quality, and another where participants chose lo- cations  they  looked  at  in  a  free-viewing  setting.   The  results are compared to in-lab eye tracking experiments.  Our analysis shows a strong connection between the in-lab and self-reported IQA locations.  This suggests that crowdsourced studies are an affordable and valid alternative to eye tracking for IQA tasks.</dcterms:abstract>
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kops.conferencefieldPQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems, 29. Aug. 2016 - 31. Aug. 2016, Berlin, Germanydeu
kops.date.conferenceEnd2016-08-31eng
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kops.sourcefieldMÖLLER, Sebastian, ed., Sebastian EGGER, ed.. <i>PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems</i>. Baixas, France: ISCA, 2016, pp. 117-121. eISSN 2312-2846. Available under: doi: 10.21437/PQS.2016-25deu
kops.sourcefield.plainMÖLLER, Sebastian, ed., Sebastian EGGER, ed.. PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Baixas, France: ISCA, 2016, pp. 117-121. eISSN 2312-2846. Available under: doi: 10.21437/PQS.2016-25deu
kops.sourcefield.plainMÖLLER, Sebastian, ed., Sebastian EGGER, ed.. PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Baixas, France: ISCA, 2016, pp. 117-121. eISSN 2312-2846. Available under: doi: 10.21437/PQS.2016-25eng
kops.title.conferencePQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systemseng
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source.contributor.editorMöller, Sebastian
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source.publisherISCAeng
source.publisher.locationBaixas, Franceeng
source.titlePQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systemseng

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