Scale Robust Deep Oriented-text Detection Network
Pattern Recognition(2020)
摘要
•We propose a highly efficient one-stage deep text-detection model for natural scene multi-oriented text with robustness to scale variation.•The proposed deep model contains the feature extraction block, the feature refining block and the prediction block.•The feature refining block embeds upsampling operation, Residual Convolution Unit and Chained Residual Pooling Unit in order to keep text detection in a higher-resolution.•Our method is implemented on ICDAR2015 and MSRA-TD500, achieving the detection F-score over 83.1 and 79.0%, respectively.
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关键词
Scene text detection,One-stage,Scale robust
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