Corpus ID: 21660478

Boosting up Scene Text Detectors with Guided CNN

@article{Yue2018BoostingUS,
  title={Boosting up Scene Text Detectors with Guided CNN},
  author={Xiaoyu Yue and Zhanghui Kuang and Z. Zhang and Zhenfang Chen and Pan He and Yu Qiao and Wei Zhang},
  journal={ArXiv},
  year={2018},
  volume={abs/1805.04132}
}
  • Xiaoyu Yue, Zhanghui Kuang, +4 authors Wei Zhang
  • Published 2018
  • Computer Science
  • ArXiv
  • Deep CNNs have achieved great success in text detection. [...] Key Method The proposed model consists of one guidance subnetwork, where a guidance mask is learned from the input image itself, and one primary text detector, where every convolution and non-linear operation are conducted only in the guidance mask. On the one hand, the guidance subnetwork filters out non-text regions coarsely, greatly reduces the computation complexity.Expand Abstract
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