Title
Person re-identification based on re-ranking with expanded k-reciprocal nearest neighbors.
Abstract
•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 Chen110.36
Jin Yuan2184.43
Zhiyong Li36411.15
Yiqiang Wu442.47
Mourad Nouioua552.10
Guoqi Xie614721.27