Publications

2024

  1. ECCV
    Open-Set Biometrics: Beyond Good Closed-Set Models
    Yiyang Su, Minchul Kim, Feng Liu, Anil Jain, and Xiaoming Liu
    European Conference on Computer Vision (ECCV) , 2024
    PDF
  2. CVPR
    Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation
    Feng Liu, Minchul Kim, Zhiyuan Ren, and Xiaoming Liu
    IEEE/CVF Computer Vision and Pattern Recognition (CVPR) , 2024
    PDF
  3. CVPR
    KeyPoint Relative Position Encoding for Face Recognition
    Minchul Kim, Yiyang Su, Feng Liu, Anil Jain, and Xiaoming Liu
    IEEE/CVF Computer Vision and Pattern Recognition (CVPR) , 2024
    PDF
  4. CVPR
    TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
    Zhiyuan Ren, Minchul Kim, Feng Liu, and Xiaoming Liu
    IEEE/CVF Computer Vision and Pattern Recognition (CVPR) , 2024
    PDF
  5. WACV
    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, and Xiaoming Liu
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2024
    PDF

2023

  1. ICCV
    Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification
    Feng Liu, Minchul Kim, Ziang Gu, Anil Jain, and Xiaoming Liu
    IEEE/CVF International Conference on Computer Vision (ICCV) , 2023
    PDF
  2. CVPR
    DCFace: Synthetic Face Generation with Dual Condition Diffusion Model
    Minchul Kim, Feng Liu, Anil Jain, and Xiaoming Liu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2023
    PDF Code
  3. TPAMI
    Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects
    Feng Liu, and Xiaoming Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2023
    PDF Website
  4. INFAMOUS-NeRF: ImproviNg FAce MOdeling Using Semantically-Aligned Hypernetworks with Neural Radiance Fields
    Andrew Hou, Feng Liu, Zhiyuan Ren, Michel Sarkis, Ning Bi, Yiying Tong, and Xiaoming Liu
    arXiv preprint arXiv:2312.16197 , 2023
    PDF
  5. IJCB
    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, E. Terrance Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham Randhawa, Sinan Sabri, and Gianfranco Doretto
    IEEE International Joint Conference on Biometrics (IJCB) , 2023
    PDF

2022

  1. TPAMI, Under Review
    The State of Aerial Surveillance: A Survey
    Kien Nguyen, Clinton Fookes, Sridha Sridharan, Yingli Tian, Feng Liu, Xiaoming Liu, and Arun Ross
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, Under Review) , 2022
    PDF
  2. NeurIPS
    Cluster and Aggregate: Face Recognition with Large Probe Set
    Minchul Kim, Feng Liu, Anil K Jain, and Xiaoming Liu
    Advances in Neural Information Processing Systems (NeurIPS) , 2022
    PDF Code Website
  3. ECCV
    2D GANs Meet Unsupervised Single-View 3D Reconstruction
    Feng Liu, and Xiaoming Liu
    European Conference on Computer Vision (ECCV) , 2022
    PDF Code Website
  4. ECCV
    Controllable and Guided Face Synthesis for Unconstrained Face Recognition
    Feng Liu, Minchul Kim, Anil Jain, and Xiaoming Liu
    European Conference on Computer Vision (ECCV) , 2022
    PDF Code Website
  5. TPAMI
    On Learning Disentangled Representations for Gait Recognition
    Ziyuan Zhang, Luan Tran, Feng Liu, and Xiaoming Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2022
    PDF Code Website

2021

  1. IJCV
    Shape My Face: Registering 3D Face Scans by Surface-To-Surface Translation
    Mehdi Bahri, Eimear O’Sullivan, Shunwang Gong, Feng Liu, Xiaoming Liu, Michael M Bronstein, and Stefanos Zafeiriou
    International Journal of Computer Vision (IJCV) , 2021
    PDF Code
  2. NeurIPS
    Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image
    Feng Liu, and Xiaoming Liu
    Advances in Neural Information Processing Systems (NeurIPS) , 2021
    PDF Code Website
  3. CVPR
    Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction
    Feng Liu, Luan Tran, and Xiaoming Liu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2021
    PDF Code Website

2020

  1. TPAMI
    Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition
    Feng Liu, Qijun Zhao, Xiaoming Liu, and Dan Zeng
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2020
    PDF
  2. NeurIPS Oral
    Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence
    Feng Liu, and Xiaoming Liu
    Advances in Neural Information Processing Systems (NeurIPS Oral) , 2020
    PDF Code Website
  3. CVPR
    On the Detection of Digital Face Manipulation
    Feng Liu*, Hao Dang*, Joel Stehouwer*, Xiaoming Liu, and Anil K Jain
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2020
    PDF Code Website

2019

  1. ICCV Oral
    3D Face Modeling from Diverse Raw Scan Data
    Feng Liu, Luan Tran, and Xiaoming Liu
    IEEE/CVF International Conference on Computer Vision (ICCV Oral) , 2019
    PDF Code Website
  2. CVPR
    Towards High-fidelity Nonlinear 3D Face Morphable Model
    Luan Tran, Feng Liu, and Xiaoming Liu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2019
    PDF Code Website

2018

  1. CVPR
    Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition
    Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, and Xiaoming Liu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2018
    PDF

2017

  1. IJCB
    Multi-Dim: A Multi-Dimensional Face Database Towards the Application of 3D Technology in Real-World Scenarios
    Feng Liu, Jun Hu, Jianwei Sun, Yang Wang, and Qijun Zhao
    IEEE International Joint Conference on Biometrics (IJCB) , 2017
    PDF

2016

  1. ECCV Spotlight
    Joint Face Alignment and 3D Face Reconstruction
    Feng Liu, Dan Zeng, Qijun Zhao, and Xiaoming Liu
    European Conference on Computer Vision (ECCV Spotlight) , 2016
    PDF