Title | ||
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Person re-identification based on re-ranking with expanded k-reciprocal nearest neighbors. |
Abstract | ||
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•New robust re-ranking method is proposed based on k-reciprocal nearest neighbors.•Rank list similarity method reduces mismatches and is invariant to some differences.•The method is unsupervised, automatic and applicable to other person re-id models.•Proposed re-ranking method further improve the performance of latest person re-id. |
Year | DOI | Venue |
---|---|---|
2019 | 10.1016/j.jvcir.2018.11.044 | Journal of Visual Communication and Image Representation |
Keywords | Field | DocType |
Person re-identification,Re-ranking,Expanded k-reciprocal neighbors,Rank list similarity | k-nearest neighbors algorithm,Reciprocal,Pattern recognition,Mean value,Ranking,Euclidean distance,Robustness (computer science),Artificial intelligence,Mathematics | Journal |
Volume | ISSN | Citations |
58 | 1047-3203 | 1 |
PageRank | References | Authors |
0.36 | 26 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ying Chen | 1 | 1 | 0.36 |
Jin Yuan | 2 | 18 | 4.43 |
Zhiyong Li | 3 | 64 | 11.15 |
Yiqiang Wu | 4 | 4 | 2.47 |
Mourad Nouioua | 5 | 5 | 2.10 |
Guoqi Xie | 6 | 147 | 21.27 |