Turning a CLIP Model Into a Scene Text Spotter
We exploit the potential of the large-scale Contrastive Language-Image Pretraining (CLIP) model to enhance scene text detection and spotting tasks, transforming it into a robust backbone, FastTCM-CR50. This backbone utilizes visual prompt learning and cross-attention in CLIP to extract image and tex...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 9 vom: 20. Sept., Seite 6040-6054
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| Auteur principal: |
Yu, Wenwen
(Auteur) |
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| Autres auteurs: |
Liu, Yuliang,
Zhu, Xingkui,
Cao, Haoyu,
Sun, Xing,
Bai, Xiang |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2024
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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