Measuring Human Perception to Improve Handwritten Document Transcription
In this paper, we consider how to incorporate psychophysical measurements of human visual perception into the loss function of a deep neural network being trained for a recognition task, under the assumption that such information can reduce errors. As a case study to assess the viability of this app...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 25. Okt., Seite 6594-6601
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| 1. Verfasser: |
Grieggs, Samuel
(VerfasserIn) |
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| Weitere Verfasser: |
Shen, Bingyu,
Rauch, Greta,
Li, Pei,
Ma, Jiaqi,
Chiang, David,
Price, Brian,
Scheirer, Walter J |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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