Scene text recognition via dual character counting-aware visual and semantic modeling network,Science China Information Sciences

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Scene text recognition via dual character counting-aware visual and semantic modeling network
Science China Information Sciences ( IF 8.8 ) Pub Date : 2024-02-05 , DOI: 10.1007/s11432-023-3935-8
Ke Xiao , Anna Zhu , Brian Kenji Iwana , Cheng-Lin Liu

In this work, we study character counting in STR from a new viewpoint, giving a principled framework showing that the counting information is involved in both visual decoding and semantic decoding. Based on the principled framework, we propose a novel scene text recognizer with a dual character counting-aware visual and semantic modeling network, where the counting information is fused in both vision and language branches. Experimental results demonstrate the effectiveness of our model.

更新日期：2024-02-09

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