A holistic representation guided attention network for scene text recognition

• Published in: Neurocomputing (Amsterdam) Vol. 414; pp. 67 - 75
• Main Authors: Yang, Lu, Wang, Peng, Li, Hui, Li, Zhen, Zhang, Yanning
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 13.11.2020
• Subjects: Convolutional-Attention; Holistic Representation; Scene Text Recognition; Transformer; Transformer; Holistic Representation; Scene Text Recognition; Convolutional-Attention

Reading irregular scene text of arbitrary shape in natural images is still a challenging problem, despite the progress made recently. Many existing approaches incorporate sophisticated network structures to handle various shapes, use extra annotations for stronger supervision, or employ hard-to-trai...