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Re-ranking with ranking-reflected similarity for person re-identification
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Kikyung | - |
dc.contributor.author | Byeon, Moonsub | - |
dc.contributor.author | Choi, Jin Young | - |
dc.date.accessioned | 2022-05-04T01:56:26Z | - |
dc.date.available | 2022-05-04T01:56:26Z | - |
dc.date.created | 2020-02-17 | - |
dc.date.created | 2020-02-17 | - |
dc.date.created | 2020-02-17 | - |
dc.date.issued | 2019-12 | - |
dc.identifier.citation | Pattern Recognition Letters, Vol.128, pp.326-332 | - |
dc.identifier.issn | 0167-8655 | - |
dc.identifier.uri | https://hdl.handle.net/10371/179463 | - |
dc.description.abstract | A recent concern for person re-identification (Re-ID) is re-ranking after initial results to improve Re-ID accuracy. In this paper, we propose a novel re-ranking method using a ranking-reflected metric to measure the similarity between the ordered set of K-nearest neighbors (OKNN) of a probe and that of a gallery. The proposed metric for ranking-reflected similarity (RSS) reflects the ranking of the shared elements between the two OKNNs. Using RSS, a re-ranking procedure is proposed that prioritizes galleries having neighbors similar to a probe's neighbor in the perspective of ranking order. In the experiment, we show that the proposed method improves the Re-ID accuracy by add-on to the state-of-the-art methods. (C) 2019 Published by Elsevier B.V. | - |
dc.language | 영어 | - |
dc.publisher | Elsevier BV | - |
dc.title | Re-ranking with ranking-reflected similarity for person re-identification | - |
dc.type | Article | - |
dc.identifier.doi | 10.1016/j.patrec.2019.09.020 | - |
dc.citation.journaltitle | Pattern Recognition Letters | - |
dc.identifier.wosid | 000498398400047 | - |
dc.identifier.scopusid | 2-s2.0-85072601356 | - |
dc.citation.endpage | 332 | - |
dc.citation.startpage | 326 | - |
dc.citation.volume | 128 | - |
dc.description.isOpenAccess | N | - |
dc.contributor.affiliatedAuthor | Choi, Jin Young | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.subject.keywordAuthor | Person re-identification | - |
dc.subject.keywordAuthor | Re-ranking | - |
dc.subject.keywordAuthor | Similarity metric | - |
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