3D Face Modeling | 3D Human Reconstruction | 3D Object Detection | 3D Shape Correspondence | 3D Shape Generation | 3D Shape Reconstruction | Activity Recognition | Application | Biometrics | Body Matching | Camera Calibration | Camera+LiDAR+Radar | Data Imputation | Database | Depth Completion | Depth Prediction | Domain Adaptation | Expression Recognition | Face Alignment | Face Antispoofing | Face Deidentification | Face Recognition | Face Reconstruction | Face Relighting | Face Synthesis | Forecasting | Gait Recognition | Generic Object 3D Reconstruction | Image Alignment | Image Manipulation | Image Segmentation | Low-level Vision | Medical Imaging | Motion Compensation | Multi-modality | Multimedia Retrieval | Object Detection | Pedestrian Detection | Person Re-identification | Plant Vision | Semantic Segmentation | Surveillance | Tracking | Typing Behavior | Vision-language

Body Matching

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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

  • Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation
    Feng Liu, Minchul Kim, Zhiyuan Ren, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
    Bibtex | PDF | Supplemental
    • @inproceedings{ distilling-clip-with-dual-guidance-for-learning-discriminative-human-body-shape-representation,
      author = { Feng Liu and Minchul Kim and Zhiyuan Ren and Xiaoming Liu },
      title = { Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Seattle, WA },
      month = { June },
      year = { 2024 },
    }
  • FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude
    Feng Liu, Ryan Ashbaugh, Nicholas Chimitt, Najmul Hassan, Ali Hassani, Ajay Jaiswal, Minchul Kim, Zhiyuan Mao, Christopher Perry, Zhiyuan Ren, Yiyang Su, Pegah Varghaei, Kai Wang, Xingguang Zhang, Stanley Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu
    In Proceeding of Winter Conference on Applications of Computer Vision (WACV 2024), Waikoloa, Hawaii, Jan. 2024
    Bibtex | PDF | arXiv
    • @inproceedings{ farsight-a-physics-driven-whole-body-biometric-system-at-large-distance-and-altitude,
      author = { Feng Liu and Ryan Ashbaugh and Nicholas Chimitt and Najmul Hassan and Ali Hassani and Ajay Jaiswal and Minchul Kim and Zhiyuan Mao and Christopher Perry and Zhiyuan Ren and Yiyang Su and Pegah Varghaei and Kai Wang and Xingguang Zhang and Stanley Chan and Arun Ross and Humphrey Shi and Zhangyang Wang and Anil Jain and Xiaoming Liu },
      title = { FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude },
      booktitle = { In Proceeding of Winter Conference on Applications of Computer Vision },
      address = { Waikoloa, Hawaii },
      month = { January },
      year = { 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 },
    }