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Scene Text Recognition with Semantics. (arXiv:2210.10836v1 [cs.CV])
Oct. 21, 2022, 1:12 a.m. | Joshua Cesare Placidi, Yishu Miao, Zixu Wang, Lucia Specia
cs.LG updates on arXiv.org arxiv.org
Scene Text Recognition (STR) models have achieved high performance in recent
years on benchmark datasets where text images are presented with minimal noise.
Traditional STR recognition pipelines take a cropped image as sole input and
attempt to identify the characters present. This infrastructure can fail in
instances where the input image is noisy or the text is partially obscured.
This paper proposes using semantic information from the greater scene to
contextualise predictions. We generate semantic vectors using object tags and …
More from arxiv.org / cs.LG updates on arXiv.org
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