Abstract | ||
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Person re-identification (re-ID) has attracted much attention recently due to its great importance in video surveillance. In general, distance metrics used to identify two person images are expected to be robust under various appearance changes. However, our work observes the extreme vulnerability of existing distance metrics to adversarial examples, generated by simply adding human-imperceptible ... |
Year | DOI | Venue |
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2021 | 10.1109/TPAMI.2020.3031625 | IEEE Transactions on Pattern Analysis and Machine Intelligence |
Keywords | DocType | Volume |
Training,Probes,Perturbation methods,Loss measurement,Video surveillance,Testing | Journal | 43 |
Issue | ISSN | Citations |
6 | 0162-8828 | 2 |
PageRank | References | Authors |
0.54 | 5 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Song Bai | 1 | 533 | 33.91 |
Yingwei Li | 2 | 7 | 6.35 |
Yuyin Zhou | 3 | 97 | 10.94 |
Qizhu Li | 4 | 9 | 1.66 |
Philip H. S. Torr | 5 | 9140 | 636.18 |