Deep learning based text detection using resnet for feature extraction

Popular deep learning models for text segmentation include CTPN, EAST, and PixelLink. However, they are not very well capable of dealing with the images containing densely distributed characters, and those characters may be connected. For these problems, the ResNet with excellent sensitivity for fea...

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Veröffentlicht in:	Multimedia tools and applications 2023-12, Vol.82 (30), p.46871-46903
Hauptverfasser:	Huang, Li-Kun, Tseng, Hsiao-Ting, Hsieh, Chen-Chiung, Yang, Chih-Sin
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial neural networks Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Feature extraction Machine learning Multimedia Information Systems Special Purpose and Application-Based Systems
Online-Zugang:	Volltext
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