Quantisation-free binary feature aggregation for fast image representation
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Lee, Suwon | ko |
| dc.contributor.author | Yang, Hyun-Seung | ko |
| dc.date.accessioned | 2017-11-20T08:26:08Z | - |
| dc.date.available | 2017-11-20T08:26:08Z | - |
| dc.date.created | 2017-11-14 | - |
| dc.date.created | 2017-11-14 | - |
| dc.date.created | 2017-11-14 | - |
| dc.date.issued | 2017-10 | - |
| dc.identifier.citation | ELECTRONICS LETTERS, v.53, no.22, pp.1470 - + | - |
| dc.identifier.issn | 0013-5194 | - |
| dc.identifier.uri | http://hdl.handle.net/10203/227072 | - |
| dc.description.abstract | A method for aggregating binary features to represent an image in a single vector is proposed. Binary features are decomposed into several sub-features to permit the individual aggregation of each sub-feature into a histogram. The method is completely quantisation-free, enabling exceptionally fast image representation. Experimental results demonstrate that the method is a competitive alternative for image representation when runtime efficiency is crucial. | - |
| dc.language | English | - |
| dc.publisher | INST ENGINEERING TECHNOLOGY-IET | - |
| dc.title | Quantisation-free binary feature aggregation for fast image representation | - |
| dc.type | Article | - |
| dc.identifier.wosid | 000413933200015 | - |
| dc.type.rims | ART | - |
| dc.citation.volume | 53 | - |
| dc.citation.issue | 22 | - |
| dc.citation.beginningpage | 1470 | - |
| dc.citation.endingpage | + | - |
| dc.citation.publicationname | ELECTRONICS LETTERS | - |
| dc.identifier.doi | 10.1049/el.2017.2501 | - |
| dc.contributor.localauthor | Yang, Hyun-Seung | - |
| dc.description.isOpenAccess | N | - |
| dc.type.journalArticle | Article | - |
| dc.subject.keywordAuthor | image representation | - |
| dc.subject.keywordAuthor | vectors | - |
| dc.subject.keywordAuthor | quantisation-free binary feature aggregation | - |
| dc.subject.keywordAuthor | fast image representation | - |
| dc.subject.keywordAuthor | single vector | - |
| dc.subject.keywordAuthor | histogram | - |
| dc.subject.keywordAuthor | runtime efficiency | - |
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