Person Reidentification via Ranking Aggregation of Similarity Pulling and Dissimilarity Pushing

  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},
  • 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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    Scalable Person Re-identification: A Benchmark
    • 1,452
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    • 933
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    • 1,359
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    • 607
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    • 416
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