ViTSTR-Transducer: Cross-Attention-Free Vision Transformer Transducer for Scene Text Recognition

ViTSTR-Transducer: Cross-Attention-Free Vision Transformer Transducer for Scene Text Recognition

Attention-based encoder–decoder scene text recognition (STR) architectures have been proven effective in recognizing text in the real world, thanks to their ability to learn an internal language model. Nevertheless, the cross-attention operation that is used to align visual and linguistic features d...

Full description

Bibliographic Details
Main Authors: Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Journal of Imaging
Subjects:
vision transformer (ViT)
scene text recognition (STR)
cross-attention
RNN-T
autoregressive language model
Online Access:https://www.mdpi.com/2313-433X/9/12/276

Internet

https://www.mdpi.com/2313-433X/9/12/276

Similar Items