Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network.

Ankan Kumar Bhunia,Aishik Konwer,Ayan Kumar Bhunia,Partha Pratim Roy,Umapada Pal

Pattern Recognition（2019）

引用 105|浏览38

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摘要

•A new attention based CNN-LSTM network is proposed for script identification.•It is based on local and global feature extraction and dynamically weighting them.•Attention used twice to give priority to significant features and to focus on more relevant patches.•The method has been tested on SIW-13, CVSI-2015, ICDAR-17 and MLe2e datasets.

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关键词

Script identification,Convolutional neural network,Long short-term memory,Local feature,Global feature,Attention network,Dynamic weighting

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