Text-Attentional Convolutional Neural Network for Scene Text Detection

  title={Text-Attentional Convolutional Neural Network for Scene Text Detection},
  author={Tong He and Weilin Huang and Yu Qiao and Jian Yao},
  journal={IEEE Transactions on Image Processing},
  • Tong He, Weilin Huang, +1 author Jian Yao
  • Published 2016
  • Computer Science, Medicine
  • IEEE Transactions on Image Processing
  • Recent deep learning models have demonstrated strong capabilities for classifying text and non-text components in natural images. They extract a high-level feature globally computed from a whole image component (patch), where the cluttered background information may dominate true text features in the deep representation. This leads to less discriminative power and poorer robustness. In this paper, we present a new system for scene text detection by proposing a novel text-attentional… CONTINUE READING
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