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 Chao Liang and Yi Yu and Zheng Wang and Qingming Leng and Chunxia Xiao and Jun Chen and Ruimin Hu},
  journal={IEEE Transactions on Multimedia},
  year={2016},
  volume={18},
  pages={2553-2566}
}
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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