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Conference Paper: STAR-Net: a SpaTial attention residue network for scene text recognition

TitleSTAR-Net: a SpaTial attention residue network for scene text recognition
Authors
Issue Date2016
PublisherBMVA 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?
AbstractIn 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 Identifierhttp://hdl.handle.net/10722/232172

 

DC FieldValueLanguage
dc.contributor.authorLiu, W-
dc.contributor.authorChen, C-
dc.contributor.authorWong, KKY-
dc.contributor.authorSu, Z-
dc.contributor.authorHan, J-
dc.date.accessioned2016-09-20T05:28:13Z-
dc.date.available2016-09-20T05:28:13Z-
dc.date.issued2016-
dc.identifier.citationThe British Machine Vision Association (BMVC 2016), York, UK., 19-22 September 2016. In Conference Proceedings, 2016, p. 118-
dc.identifier.urihttp://hdl.handle.net/10722/232172-
dc.description.abstractIn 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.languageeng-
dc.publisherBMVA Press. The Conference Proceedings' website is located at http://www.bmva.org/bmvc/2016/toc.html-
dc.relation.ispartofProceedings of the British Machine Vision Conference 2016-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.titleSTAR-Net: a SpaTial attention residue network for scene text recognition-
dc.typeConference_Paper-
dc.identifier.emailLiu, W: wliu@cs.hku.hk-
dc.identifier.emailChen, C: cfchen@cs.hku.hk-
dc.identifier.emailWong, KKY: kykwong@cs.hku.hk-
dc.identifier.authorityWong, KKY=rp01393-
dc.description.naturepostprint-
dc.identifier.hkuros263069-
dc.identifier.spage118-
dc.identifier.epage118-

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