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发布时间：2019-03-11

论文类型：会议论文

发表时间：2017-08-23

收录刊物：EI

卷号：819

页面范围：160-168

摘要：Scene text detection is an important task in computer vision. Many previous work require multi-step processing and are not robust against challenges, such as small-scales and blurring. In this paper, we propose a Multi-level Feature extraction Network (MLFN), which can capture more detailed information and is easy to train. We embed MLFN into the middle of an end-to-end network and achieve a better accuracy and robustness. The experiment results on ICDAR 2011 and ICDAR 2013 further demonstrate the effectiveness of our method. © Springer Nature Singapore Pte Ltd. 2018.