Scene Text Detection Based on Multi-Headed Self-Attention Using Shifted Windows

Scene text detection has become a popular topic in computer vision research. Most of the current research is based on deep learning, using Convolutional Neural Networks (CNNs) to extract the visual features of images. However, due to the limitations of convolution kernel size, CNNs can only extract...

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Bibliographic Details
Main Authors: Baohua Huang, Xiaoru Feng
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/6/3928