Person Reidentification via Ranking Aggregation of Similarity Pulling and Dissimilarity Pushing

@article{Ye2016PersonRV,
  title={Person Reidentification via Ranking Aggregation of Similarity Pulling and Dissimilarity Pushing},
  author={Mang Ye and C. Liang and Yi Yu and Zheng Wang and Qingming Leng and Chunxia Xiao and J. Chen and R. Hu},
  journal={IEEE Transactions on Multimedia},
  year={2016},
  volume={18},
  pages={2553-2566}
}
  • Mang Ye, C. Liang, +5 authors R. Hu
  • Published 2016
  • Computer Science
  • IEEE Transactions on Multimedia
  • Person reidentification is a key technique to match different persons observed in nonoverlapping camera views. Many researchers treat it as a special object-retrieval problem, where ranking optimization plays an important role. Existing ranking optimization methods mainly utilize the similarity relationship between the probe and gallery images to optimize the original ranking list, but seldom consider the important dissimilarity relationship. In this paper, we propose to use both similarity and… CONTINUE READING
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    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 63 REFERENCES
    Scalable Person Re-identification: A Benchmark
    • 1,452
    • Open Access
    Person re-identification by Local Maximal Occurrence representation and metric learning
    • 1,382
    • Highly Influential
    • Open Access
    Reidentification by Relative Distance Comparison
    • 631
    • Open Access
    Unsupervised Salience Learning for Person Re-identification
    • 933
    • Highly Influential
    • Open Access
    Person re-identification by symmetry-driven accumulation of local features
    • 1,359
    • Highly Influential
    • Open Access
    Person re-identification by probabilistic relative distance comparison
    • 607
    • Open Access
    Large scale metric learning from equivalence constraints
    • 1,367
    • Highly Influential
    • Open Access
    Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features
    • 1,207
    • Open Access
    Person Reidentification Using Spatiotemporal Appearance
    • 513
    Relaxed Pairwise Learned Metric for Person Re-identification
    • 416
    • Open Access