Publikation: Reported Attention as a Promising Alternative to Gaze in IQA Tasks
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2016
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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.2016-25
Zusammenfassung
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.
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PQS 2016 : 5th ISCA/DEGA Workshop on Perceptual Quality of Systems, 29. Aug. 2016 - 31. Aug. 2016, Berlin, Germany
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HOSU, 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.2016-25BibTex
@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}
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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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