Preprint
Sep 2026
Back-Tracking from Clarity: Self-Learning to See Text from Afar
We propose a self-supervised framework designed to enhance the capability of scene text detectors in identifying and recognizing text in scenarios where instances are shown at significant distances, typically small, blurred, and frequently missed by conventional models. Our approach leverages the high-fidelity performa...
D. Tran, Phi Le Nguyen, Minh Hoai
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