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- W4287670507 abstract "The detection and recognition of unconstrained text is an open problem in research. Text in comic books has unusual styles that raise many challenges for text detection. This work aims to binarize text in a comic genre with highly sophisticated text styles: Japanese manga. To overcome the lack of a manga dataset with text annotations at a pixel level, we create our own. To improve the evaluation and search of an optimal model, in addition to standard metrics in binarization, we implement other special metrics. Using these resources, we designed and evaluated a deep network model, outperforming current methods for text binarization in manga in most metrics." @default.
- W4287670507 created "2022-07-25" @default.
- W4287670507 creator A5047346941 @default.
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- W4287670507 date "2020-09-08" @default.
- W4287670507 modified "2023-10-16" @default.
- W4287670507 title "Unconstrained Text Detection in Manga: a New Dataset and Baseline" @default.
- W4287670507 doi "https://doi.org/10.48550/arxiv.2009.04042" @default.
- W4287670507 hasPublicationYear "2020" @default.
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