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cs.CV2026
Masked Next-Scale Prediction for Self-supervised Scene Text Recognition
Zhuohao Chen, Zeng Li, Yifei Zhang +2
Scene Text Recognition requires modeling visual structures that evolve from coarse layouts to fine-grained character strokes. Training such models relies on large amounts of annota…
cs.CV2024
TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model
Jiahao Lyu, Jin Wei, Gangyan Zeng +4
Existing scene text spotters are designed to locate and transcribe texts from images. However, it is challenging for a spotter to achieve precise detection and recognition of scene…