Huazhu FU (付华柱) Senior Scientist Computing & Intelligence Institute of High Performance Computing (IHPC) Agency for Science, Technology and Research (A*STAR), Singapore. Email: hzfu(AT)ieee(DOT)org

Recent News:

• Call for Papers: Special issue on "Geometric Deep Learning in Medical Imaging" in IEEE TMI.
  (Submission deadline: Jan. 15, 2022)


• [11/2021] Serve as an Area Chair for MIDL 2022.
• [11/2021] Happy to be a member of the IEEE Bio Imaging and Signal Processing Technical Committee (BISP TC).
• [09/2021] One paper for "Anomaly Detection in Medical Image" accepted to IEEE TMI.
• [09/2021] One paper for "Trustworthy Multimodal Regression" accepted to NeurIPS 2021.
• [09/2021] One paper for "Angle-closure Assessment in AS-OCT" accepted to IEEE TMI.
• [08/2021] One paper for "Subspace Clustering" accepted to IEEE TNNLS.
• [07/2021] One paper for "Medical Image Enhancement" accepted to IEEE TMI.
• [07/2021] Four papers accepted to ICCV 2021.
• [07/2021] Happy to receive the Best Paper Award of IEEE ICME 2021! [Link] Congratulations to Zhibin and Changqing!
• [07/2021] One paper for "Image Dehazing" accepted to ACM MM 2021.
• [06/2021] Five papers accepted to MICCAI 2021.
• [06/2021] One paper for "MR Image Reconstruction" accepted to IEEE TNNLS.
• [03/2021] Two papers ("Co-saliency Detection" and "Video shadow Detection") accepted to CVPR 2021.
• [02/2021] One paper for "Co-saliency Detection" accepted to IEEE TPAMI.
• [01/2021] One paper for "Breast Lesion Segmentation" accepted to MedIA.
• [01/2021] One paper for "Fundus Image Analysis Survey" accepted to MedIA.
• [01/2021] One paper for "Uncertainty Estimation in Multi-view Learning" accepted to ICLR 2021.
• [01/2021] One paper for "Saliency Detection Survey" accepted to IEEE TPAMI.

Professional Activities:

• Memberships:
  • IEEE Senior Member.
  • Member of the IEEE Bio Imaging and Signal Processing Technical Committee (BISP TC).
• Associate Editor:
  • IEEE Transactions on Medical Imaging (IEEE TMI, 2020 - present).
  • IEEE Journal of Biomedical and Health Informatics (IEEE JBHI, 2020 - present).
  • Scientific Reports (2021 - present).
  • IEEE Access (2018 - present).
• Guest Editor:
  • Special issue on “Geometric Deep Learning in Medical Imaging” for IEEE TMI, 2021. [Link]
  • Special issue on “Generative Adversarial Networks in Biomedical Image Computing” for IEEE JBHI, 2021. [Link]
  • Special issue on “Ophthalmic Image Analysis and Informatics” for IEEE JBHI, 2020. [Link]
• AC/SPC/TC member:
  • MICCAI (2021), IJCAI (2021), ACM MM Asia (2021), AAAI (2022), MIDL (2022).
• Challenge Organizer:
  • "GAMMA: Glaucoma Grading from Multi-Modality Images Challenge" with the MICCAI 2021. [Link]
  • "REFUGE-2: 2nd Retinal Fundus Glaucoma Challenge" with the MICCAI 2020. [Link]
  • "ADAM Automatic Detection challenge on Age-related Macular degeneration" with the ISBI 2020. [Link]
  • "AGE Angle closure Glaucoma Evaluation Challenge" with the MICCAI 2019. [Link] [Summary Paper]
  • "PALM PathologicAL Myopia detection from retinal images" with the ISBI 2019. [Link]
  • "REFUGE: Retinal Fundus Glaucoma Challenge" with the MICCAI 2018. [Link ] [Summary Paper]
• Workshop Chair:
  • OMIA: MICCAI Workshop on Ophthalmic Medical Image Analysis (2018 - present) [Link]

Highlighted Publications:

• "Trusted Multi-View Classification",
  Zongbo Han, Changqing Zhang, Huazhu Fu, and Joey Tianyi Zhou,
  ICLR, 2021. [arXiv] [Code]
• "Re-thinking Co-Salient Object Detection",
  Deng-Ping Fan, Tengpeng Li, Zheng Lin, Ge-Peng Ji, Dingwen Zhang, Ming-Ming Cheng, Huazhu Fu, and Jianbing Shen,
  IEEE TPAMI, in press. [arXiv] [Chinese version] [Project] [Code]
• "Salient Object Detection in the Deep Learning Era: An In-Depth Survey",
  Wenguan Wang, Qiuxia Lai, Huazhu Fu, Jianbing Shen, Haibin Ling, and Ruigang Yang,
  IEEE TPAMI, in press. [arXiv] [Project]
• "Deep Partial Multi-View Learning",
  Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, and Qinghua Hu,
  IEEE TPAMI, in press. [arXiv] [Code]
• "Applications of Deep Learning in Fundus Images: A Review",
  Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang, and Huazhu Fu,
  MedIA, 2021. [arXiv] [Project]
• "Generalized Latent Multi-view Subspace Clustering",
  Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie, Dacheng Tao, and Dong Xu,
  IEEE TPAMI, 2020. [PDF] [Code] [Data] "ESI Highly Cited Paper"
• "Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images",
  Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, and Ling Shao,
  IEEE TMI, 2020. [arXiv] [Code] "ESI Highly Cited Paper"
• "REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs",
  José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, and et.al.,
  MedIA, 2020. [arXiv] [Challenge Link] "ESI Highly Cited Paper"
• "CE-Net: Context Encoder Network for 2D Medical Image Segmentation",
  Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, and Jiang Liu,
  IEEE TMI, 2019. [arXiv] [Code] "ESI Highly Cited Paper"
• "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation",
  Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, and Xiaochun Cao,
  IEEE TMI, 2018. [arXiv] [Code] "ESI Highly Cited Paper"
• "Cluster-based Co-saliency Detection",
  Huazhu Fu, Xiaochun Cao, and Zhuowen Tu,
  IEEE TIP, 2013. [PDF] [Code] "ESI Highly Cited Paper"

Academic Awards:

• Best Paper Award in IEEE International Conference on Multimedia & Expo (ICME) 2021.
• Finalist of the Young Scientist Publication Impact Award in MICCAI 2021.
• IEEE TMI Distinguished Reviewer Gold Level, 2021.
• Outstanding Reviewer in CVPR 2021.