Robust Text Image Recognition via Adversarial Sequence-to-Sequence Domain Adaptation

Robust text reading is a very challenging problem, due to the distribution of text images changing significantly in real-world scenarios. One effective solution is to align the distribution between different domains by domain adaptation methods. However, we found that these methods might struggle wh...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 22., Seite 3922-3933
1. Verfasser: Zhang, Yaping (VerfasserIn)
Weitere Verfasser: Nie, Shuai, Liang, Shan, Liu, Wenju
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article