I am an active AI explorer (aka. Research Assistant) in the School of Computer Science at University of Birmingham.
I obtained my MSc in Computer Science from University of Birmingham, advised by Prof Jianbo Jiao.
My research interests include Image Processing/Generation and Medical Imaging. I am particularly interested in learning better representations by exploring auxiliary from different modalities and reducing the dependency on supervisions, with application to vision and healthcare problems.
I am currently looking for PhD position in medical image analysis/generation with multi-modality and representation learning.
News
Jul 2023: One paper has been accepted by ICCV 2023.
Oct 2022: Awarded as Kaggle Competition Master (rank top 0.1%).
Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen, Chenyuan Qu, Yu Zhang, Chen Chen, Jianbo Jiao
International Conference on Computer Vision (ICCV), 2023
[PDF] [Supp] [Arxiv] [BibTeX] [Project]
Low-light Enhancement in the Frequency Domain
Hao Chen, Zhi Jin
Arxiv e-print, 2023
[PDF] [arXiv] [Code] [BibTeX]
Hierarchical Articulated NeRF for 3D Human Reconstruction and Rendering
Hao Chen, Shanxin Yuan, Helisa Dhamo, Ales Leonardis
European Conference on Computer Vision (ECCV) Reviewed, 2022
[PDF]
Machine Learning Hotspot Prediction Significantly Improve Capture Rate on Wafer
Yuan Wei, Yifei Lu, Hao Chen, et al.
International Workshop on Advanced Patterning Solutions (IWAPS), 2020
[PDF]
Noisy Visual Training: Learning Robust Low-level Image Prior
Hao Chen, Jianbo Jiao
UoB Master Thesis 2022
[PDF]
BEVLoc: End-to-end 6-DoF Localization via Cross-modality Correlation Under Bird’S Eye View
Nanjie Chen, Jinping Wang, Hao Chen, Ying Shen, Shuai Wang, Xiaojun Tan
Under Reviewing 2023
[PDF]
Expanding from Unilateral to Bilateral: A Robust Deep Learning-based Approach for Radiographic Osteoarthritis Progression
Rui Yin, Hao Chen, Kaibin Zhang, Guangxu Yang, Fajian Shi, Yiqiu Jiang, Jianchao Gui
Osteoarthritis and Cartilage 2023
[PDF]
Pattern Selection Systems and Methods
M Liu, B Chen, D Shao,J Wuu, H Chen, A Hamouda, J Cheng
Patent, 2023: [WO2023046385A1]
Systems, Products, and Methods For Image-based Pattern Selection
H Chen, W Hu, Q Jia, M Liu, R Sun, J Wuu
Patent, 2021: [WO2022037921A1]
An Object Detection Method for Optimal Scheduling of Shared Bicycles
B Ding, H Chen, Z Dai, Q Huang, et al.
Patent, 2021: [CN113392799A]
OPC process of Computational Lithography
Feb 2023: 🥇Gold Medal (8th Place) in RSNA Screening Mammography Breast Cancer Detection (8/1,687)
Oct 2022: 🥇Gold Medal (2nd Place) in RSNA 2022 Cervical Spine Fracture Detection (2/883)
Mar 2023: 🥈Silver Medal in NFL Player Contact Detection (Top 4%)
Jul 2022: 🥈Silver Medal in Foursquare - Location Matching (Top 2%)
Dec 2022: 🏆First Place in 2022 ASML Machine Learning Competition
Dec 2021: 🏆First Place in 2021 ASML Machine Learning Competition
The public code repo for Kaggle RSNA competitions solutions is in here
Support: LaTex, Conda, Linux, Git, Download, Pandas, FileTransfer
Math: Statistics and some Proof, Probability, Matrix
Notes: Evolution Computation, CV & Imaging, AI & ML
