Scene Uyghur Recognition Based on Visual Prediction Enhancement

• Published in: Sensors (Basel, Switzerland) Vol. 23; no. 20; p. 8610
• Main Authors: Liu, Yaqi, Kong, Fanjie, Xu, Miaomiao, Silamu, Wushour, Li, Yanbing
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 20.10.2023; MDPI
• Subjects: Analysis; correction network; Datasets; Deep learning; Language; Methods; scene text recognition; scene Uyghur dataset; Semantics; Uighurs; Uyghur recognition; vision model; China

Aiming at the problems of Uyghur oblique deformation, character adhesion and character similarity in scene images, this paper proposes a scene Uyghur recognition model with enhanced visual prediction. First, the content-aware correction network TPS++ is used to perform feature-level correction for s...