Combining Swin Transformer and Attention-Weighted Fusion for Scene Text Detection

The existing text detection algorithms based on Convolutional Neural Networks (CNN) commonly have the problems of insufficient receptive fields and inadequate extraction of spatial positional information, which limit their ability to detect large-scale variation text instances, long-distance and wid...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Neural processing letters 2024-02, Vol.56 (2), p.52, Article 52
Hauptverfasser:	Li, Xianguo, Yao, Xingchen, Liu, Yi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Artificial neural networks Complex Systems Computational Intelligence Computer Science Datasets Design Modules Semantics Transformers
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!