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cs.CV2026
Back-Tracking from Clarity: Self-Learning to See Text from Afar
Duc-Tri Tran, Phi Le Nguyen, Minh Hoai
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 sign…
cs.CV2026
TraRA: Trajectory-level Recognition Aggregation for Video Text Spotting in Urban Surveillance
Duc Tri Tran, Trung Thanh Nguyen, Vijay John +2
Video Text Spotting (VTS) is essential for urban surveillance and intelligent transportation systems, enabling automated reading of street signs, vehicle markings, and scene text i…