Explainable Connectionist-Temporal-Classification-Based Scene Text Recognition

Connectionist temporal classification (CTC) is a favored decoder in scene text recognition (STR) for its simplicity and efficiency. However, most CTC-based methods utilize one-dimensional (1D) vector sequences, usually derived from a recurrent neural network (RNN) encoder. This results in the absenc...

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Bibliographic Details
Main Authors: Rina Buoy, Masakazu Iwamura, Sovila Srun, Koichi Kise
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/9/11/248