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Person Re-identification

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    Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification

    Feng Liu, Minchul Kim, Ziang Gu, Anil Jain, Xiaoming Liu

    Long-Term Person Re-Identification (LT-ReID) has become increasingly crucial in computer vision and biometrics. In this work, we aim to extend LT-ReID beyond pedestrian recognition to include a wider range of real-world human activities while still accounting for cloth-changing scenarios over large time gaps. This setting poses additional challenges due to ...

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    Keywords: Body Matching, 3D Shape Reconstruction, Biometrics, 3D Human Reconstruction, Person Re-identification

2024

2023

  • Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification
    Feng Liu, Minchul Kim, ZiAng Gu, Anil Jain, Xiaoming Liu
    In Proceeding of International Conference on Computer Vision (ICCV 2023), Paris, France, Oct. 2023
    Bibtex | PDF | arXiv | Project Webpage | Code
    • @inproceedings{ learning-clothing-and-pose-invariant-3d-shape-representation-for-long-term-person-re-identification,
      author = { Feng Liu and Minchul Kim and ZiAng Gu and Anil Jain and Xiaoming Liu },
      title = { Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification },
      booktitle = { In Proceeding of International Conference on Computer Vision },
      address = { Paris, France },
      month = { October },
      year = { 2023 },
    }
  • AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results
    Kien Nguyen, Clinton Fookes, Sridha Sridharan, Feng Liu, Xiaoming Liu, Arun Ross, Dana Michalski, Huy Nguyen, Debayan Deb, Mahak Kothari, Manisha Saini, Dawei Du, Scott McCloskey, Gabriel Bertocco, Fernanda Andal´o, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham Randhawa, Sinan Sabri, Gianfranco Doretto
    In Proceeding of International Joint Conference on Biometrics (IJCB 2023), Ljubljana, Slovenia, Sep. 2023
    Bibtex | PDF
    • @inproceedings{ ag-reid-2023-aerial-ground-person-re-identification-challenge-results,
      author = { Kien Nguyen and Clinton Fookes and Sridha Sridharan and Feng Liu and Xiaoming Liu and Arun Ross and Dana Michalski and Huy Nguyen and Debayan Deb and Mahak Kothari and Manisha Saini and Dawei Du and Scott McCloskey and Gabriel Bertocco and Fernanda Andal´o and Terrance E. Boult and Anderson Rocha and Haidong Zhu and Zhaoheng Zheng and Ram Nevatia and Zaigham Randhawa and Sinan Sabri and Gianfranco Doretto },
      title = { AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results },
      booktitle = { In Proceeding of International Joint Conference on Biometrics },
      address = { Ljubljana, Slovenia },
      month = { September },
      year = { 2023 },
    }