End-to-end scene text recognition using tree-structured models
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- 作者：Cunzhao ShiAuthor Vitae ; Chunheng Wang ; chunheng.wang@ia.ac.cn" class="auth_mailAuthor Vitae ; Baihua XiaoAuthor Vitae ; Song GaoAuthor Vitae ; Jinlong HuAuthor Vitae
- 关键词：End-to-end ; Scene text recognition ; Part-based tree-structured models (TSMs) ; Normalized pictorial structure
- 刊名：Pattern Recognition
- 出版年：September 2014
- 年：2014
- 卷：47
- 期：9
- 页码：2853-2866
- 全文大小：14024 K
文摘
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We build a part-based tree-structured model (TSM) for each category of character.
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The TSM utilizes character-specific global structure information.
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The TSMs connect detection and recognition together in a certain way.
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We propose the normalized pictorial structure framework to recognize words.
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The end-to-end system outperforms state-of-the-art methods considerably.