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Conference Paper: STAR-Net: a SpaTial attention residue network for scene text recognition
Title | STAR-Net: a SpaTial attention residue network for scene text recognition |
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Authors | |
Issue Date | 2016 |
Publisher | BMVA Press. The Conference Proceedings' website is located at http://www.bmva.org/bmvc/2016/toc.html |
Citation | The British Machine Vision Association (BMVC 2016), York, UK., 19-22 September 2016. In Conference Proceedings, 2016, p. 118 How to Cite? |
Abstract | In this paper, we present a novel SpaTial Attention Residue Network (STAR-Net) for recognising
scene texts. The overall architecture of our STAR-Net is illustrated in fig. 1. Our STARNet emphasises the importance of representative image-based feature extraction from text regions by the spatial attention mechanism and the residue learning strategy. It is by far the deepest neural network proposed for scene text recognition ... |
Persistent Identifier | http://hdl.handle.net/10722/232172 |
DC Field | Value | Language |
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dc.contributor.author | Liu, W | - |
dc.contributor.author | Chen, C | - |
dc.contributor.author | Wong, KKY | - |
dc.contributor.author | Su, Z | - |
dc.contributor.author | Han, J | - |
dc.date.accessioned | 2016-09-20T05:28:13Z | - |
dc.date.available | 2016-09-20T05:28:13Z | - |
dc.date.issued | 2016 | - |
dc.identifier.citation | The British Machine Vision Association (BMVC 2016), York, UK., 19-22 September 2016. In Conference Proceedings, 2016, p. 118 | - |
dc.identifier.uri | http://hdl.handle.net/10722/232172 | - |
dc.description.abstract | In this paper, we present a novel SpaTial Attention Residue Network (STAR-Net) for recognising scene texts. The overall architecture of our STAR-Net is illustrated in fig. 1. Our STARNet emphasises the importance of representative image-based feature extraction from text regions by the spatial attention mechanism and the residue learning strategy. It is by far the deepest neural network proposed for scene text recognition ... | - |
dc.language | eng | - |
dc.publisher | BMVA Press. The Conference Proceedings' website is located at http://www.bmva.org/bmvc/2016/toc.html | - |
dc.relation.ispartof | Proceedings of the British Machine Vision Conference 2016 | - |
dc.title | STAR-Net: a SpaTial attention residue network for scene text recognition | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Liu, W: wliu@cs.hku.hk | - |
dc.identifier.email | Chen, C: cfchen@cs.hku.hk | - |
dc.identifier.email | Wong, KKY: kykwong@cs.hku.hk | - |
dc.identifier.authority | Wong, KKY=rp01393 | - |
dc.description.nature | postprint | - |
dc.identifier.hkuros | 263069 | - |
dc.identifier.spage | 118 | - |
dc.identifier.epage | 118 | - |