Attention-Based Scene Text Detection on Dual Feature Fusion

• Published in: Sensors (Basel, Switzerland) Vol. 22; no. 23; p. 9072
• Main Authors: Li, Yuze, Silamu, Wushour, Wang, Zhenchao, Xu, Miaomiao
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 23.11.2022; MDPI
• Subjects: Accuracy; Algorithms; Boxes; Classification; Datasets; Deep learning; differentiable binarization; Experiments; feature pyramid network; Methods; multi-scale feature fusion; Neural networks; scene text detection; Semantics; spatial attention; multi-scale feature fusion; spatial attention; differentiable binarization; feature pyramid network; scene text detection

The segmentation-based scene text detection algorithm has advantages in scene text detection scenarios with arbitrary shape and extreme aspect ratio, depending on its pixel-level description and fine post-processing. However, the insufficient use of semantic and spatial information in the network li...