Fu-Zhao Ou

Fu-Zhao Ou

區富炤

City University of Hong Kong
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🥳 Welcome to My Homepage

📝 Selected Publications

ICCV 2025
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MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation
  • Fu-Zhao Ou, Chongyi Li, Shiqi Wang, and Sam Kwong
  • In Proceedings of IEEE/CVF Conference on Computer Vision (ICCV), 2025, Accepted.
  • CCF-A | Paper and code will be available soon
MLMC 2025
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Towards Unified Face Verification Against Quality Variations and Deepfake
  • Fu-Zhao Ou, Haifeng Guo, and Sam Kwong
  • In Proceedings of lEEE International Symposium on Machine Learning and Media Computing (MLMC), 2025, Accepted.
  • EI | Code will not be open due to usage restrictions of project
IJON 2025
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Seeking the Optimal Accuracy-Rate Equilibrium in Face Recognition
  • Yu Tian, Fu-Zhao Ou, Shiqi Wang, Baoliang Chen, and Sam Kwong
  • Neurocomputing, vol. 624, pp. 129423, 2025.
  • JCR-Q1 | Paper | Code will be available soon
CVPR 2024
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CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
  • Fu-Zhao Ou, Chongyi Li, Shiqi Wang, and Sam Kwong
  • In Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1694-1704, 2024.
  • CCF-A | Paper | Github
TMM 2024
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Refining Uncertain Features with Self-Distillation for Face Recognition and Person Re-Identification
  • Fu-Zhao Ou, Xingyu Chen, Kai Zhao, Shiqi Wang, Yuan-Gen Wang, and Sam Kwong
  • IEEE Transactions on Multimedia (TMM), vol. 26, pp. 6981-6995, 2024.
  • JCR-Q1 | Paper | Github
ICCV 2023
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Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment
  • Fu-Zhao Ou, Baoliang Chen, Chongyi Li, Shiqi Wang, and Sam Kwong
  • In Proceedings of IEEE/CVF Conference on Computer Vision (ICCV), pp. 20718-20729, 2023.
  • CCF-A | Paper | Github
CVPR 2021
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SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance
  • Fu-Zhao Ou, Xingyu Chen, Ruixin Zhang, Yuge Huang, Shaoxin Li, Jilin Li, Yong Li, Liujuan Cao, and Yuan-Gen Wang
  • In Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7670-7679, 2021.
  • CCF-A | Paper | Github
TMM 2022
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A Novel Rank Learning Based No-Reference Image Quality Assessment Method
  • Fu-Zhao Ou, Yuan-Gen Wang, Jin Li, Guopu Zhu, and Sam Kwong
  • IEEE Transactions on Multimedia (TMM), vol. 24, pp. 4197-4211, 2022.
  • JCR-Q1 | Paper | Github
ICIP 2019
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A Novel Blind Image Quality Assessment Method based on Refined Natural Scene Statistics
  • Fu-Zhao Ou, Yuan-Gen Wang, and Guopu Zhu
  • In Proceedings of IEEE International Conference on Image Processing (ICIP), pp. 1004-1008, 2019.
  • CCF-C | Paper | Github

🤖 Inventions

Patents
International Exhibition of Inventions

💼 Working Experience

Jul. 2021 - Jul. 2022 - Tencent, Shannon Lab (Shenzhen)
Mar. 2020 - Jun. 2021 - Tencent, YouTu Lab (Shanghai)

💬 Invited Talks

Aug. 2024 - Online Talk for Face Image Quality Assessment in the Deep Learning Era
Dec. 2023 - Online Talk for Sharing Insights from Individual Research Experience
Nov. 2021 - Invited Talk in the Workshop on Face Image Quality

🕵🏼‍♂️ Professional Service

Journal Reviewer
Conference Reviewer
Campus Service

🧑🏼‍🏫 Teaching Task

CS1302 - Introduction to Computer Programming

🎖 Honors and Awards