关键词: 深度学习, 场景文字, 文字检测

Abstract:

Scene text detection plays an important role in understanding scenes for machine. With the development of deep learning in recent years, the methods for scene text detection also change rapidly and achieve good results. The deep learning based scene text detection methods and the corresponding advantages and drawbacks are summarized, which are classified into regression based, segmentation based, and mixed detection methods. The public datasets and metric for performance are introduced. the future trends and some research direction of scene text detection are also discussed.

Key words: deep learning, scene text, text detection