A Mask R-CNN and attention-based text spotter handles curved text by masking RoI features instead of rectifying them, and uses OCR-engine labels as extra training data to set state-of-the-art results on ICDAR15 and Total-Text.
Fastext: Effi- cient unconstrained scene text detector
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Towards Unconstrained End-to-End Text Spotting
A Mask R-CNN and attention-based text spotter handles curved text by masking RoI features instead of rectifying them, and uses OCR-engine labels as extra training data to set state-of-the-art results on ICDAR15 and Total-Text.