Interaction for Style-constrained OCR
Identifieur interne : 000F34 ( Main/Exploration ); précédent : 000F33; suivant : 000F35Interaction for Style-constrained OCR
Auteurs : Sriharsha Veermachaneni [Italie] ; George Nagy (informaticien) [États-Unis]Source :
- Proceedings of Electronic Imaging Science and Technology
Descripteurs français
- Pascal (Inist)
- Wicri :
- topic : Homme.
English descriptors
- KwdEn :
Abstract
The error rate can be considerably reduced on a style-consistent document if its style is identified and the right style-specific classifier is used. Since in some applications both machines and humans have difficulty in identifying the style, we propose a strategy to improve the accuracy of style-constrained classification by enlisting the human operator to identify the labels of some characters selected by the machine. We present an algorithm to select the set of characters that is likely to reduce the error rate on unlabeled characters by utilizing the labels to reclassify the remaining characters. We demonstrate the efficacy of our algorithm on simulated data.
Affiliations:
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Le document en format XML
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Since in some applications both machines and humans have difficulty in identifying the style, we propose a strategy to improve the accuracy of style-constrained classification by enlisting the human operator to identify the labels of some characters selected by the machine. We present an algorithm to select the set of characters that is likely to reduce the error rate on unlabeled characters by utilizing the labels to reclassify the remaining characters. We demonstrate the efficacy of our algorithm on simulated data.</div></front></TEI><affiliations><list><country><li>Italie</li><li>États-Unis</li></country><region><li>État de New York</li></region><settlement><li>Troy (New York</li></settlement><orgName><li>Institut polytechnique Rensselaer</li></orgName></list><tree><country name="Italie"><noRegion><name sortKey="Veermachaneni, Sriharsha" sort="Veermachaneni, Sriharsha" uniqKey="Veermachaneni S" first="Sriharsha" last="Veermachaneni">Sriharsha Veermachaneni</name></noRegion></country><country name="États-Unis"><region name="État de New York"><name sortKey="Nagy, George" sort="Nagy, George" uniqKey="Nagy G" first="George" last="Nagy">George Nagy (informaticien)</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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