|
Sheng Lian
College of Computer and Data Science, Fuzhou University
Email: shenglian [at] fzu.edu.cn , or lancerlian [at] 163.com
Hello! I am currently a lecturer at the College of Computer and Data Science, Fuzhou University.
I received my Ph.D. from the Department of Artificial Intelligence, Xiamen University (XMU) under the supervision of Prof. Shaozi Li.
I was also a joint Ph.D. student in Department of Medical Imaging and Medical Biophysics, Western University (UWO), London, Canada,
under the supervision of Prof. Shuo Li.
I received the B.S. degree from School of Computer Science, Huazhong University of Science and Technology (HUST) in 2014.
My research interests include medical image analysis and computer vision.
|
Publications
 |
APRIL: Anatomical Prior-guided ReInforcement Learning for Accurate Carotid Lumen Diameter and Intima-media Thickness Measurement Sheng Lian, Zhiming Luo, Cheng Feng, Shaozi Li, Shuo Li. Medical Image Analysis (MedIA) 2021 |
|
A Global and Local Enhanced Residual U-Net for Accurate Retinal Vessel Segmentation Sheng Lian, Lei Li, Guiren Lian, Xiao Xiao, Zhiming Luo, Shaozi Li. IEEE/ACM transactions on computational biology and bioinformatics (TCBB) 2021 |
|
Learning multi-organ segmentation via partial- and mutual-prior from single-organ datasets Sheng Lian*, Lei Li*, Zhiming Luo, Zhun Zhong, Beizhan Wang, Shaozi Li. Biomedical Signal Processing and Control (BSPC) 2023 |
|
Attention guided U-Net for accurate iris segmentation Sheng Lian, Zhiming Luo, Zhun Zhong, Xiang Lin, Songzhi Su, Shaozi Li. Journal of Visual Communication and Image Representation (JVCIR) 2018 |
|
Learning Consistency- and Discrepancy-Context for 2D Organ Segmentation Lei Li*, Sheng Lian*, Zhiming Luo, Beizhan Wang, Shaozi Li, Shuo Li. Medical Image Computing and Computer Assisted Interventions (MICCAI) 2021 (equal contribution, early accept) |
|
Leveraging Virtual and Real Person for Unsupervised Person Re-Identification Fengxiang Yang, Zhun Zhong, Zhiming Luo, Sheng Lian, Shaozi Li. IEEE Transactions on Multimedia (TMM) 2019 |
|
Symmetrical Supervision with Transformer for Few-shot Medical Image Segmentation Yao Niu, Zhiming Luo, Sheng Lian, Lei Li, Shaozi Li, Haixin Song. International Conference on Bioinformatics & Biomedicine (BIBM) 2022 |
|
SERU: A cascaded SE‐ResNeXT U‐Net for kidney and tumor segmentation Xiuzhen Xie, Lei Li, Sheng Lian, Shaohao Chen, Zhiming Luo. Concurrency and Computation: Practice and Experience (CCPE) 2020 |
|
Weighted Res-UNet for High-Quality Retina Vessel Segmentation Xiao Xiao, Sheng Lian, Zhiming Luo, Shaozi Li. IEEE ITME 2018 |
|
Anchor Free Network for Multi-Scale Face Detection Chengji Wang, Zhiming Luo, Sheng Lian, Shaozi Li. IEEE ICPR 2018 |
Professional Services
|
Guest Editor for Bioengineering SI on "Recent Advance of Machine Learning in Biomedical Image Analysis", (call for papers) Technical Committee (TC) member for MILLAND-2023 (MICCAI workshop),(call for papers) Invited Reviewer for IEEE Transactions on Neural Networks and Learning Systems (TNNLS) Invited Reviewer for Knowledge-Based Systems (KBS) Invited Reviewer for Neurocomputing Invited Reviewer for Journal of Visual Communication and Image Representation (JVCIR) Invited Reviewer for Scientific Reports, BMC Medical Imaging Invited Reviewer for ICME, ICPR, IJCNN |
授课
机器学习(参考材料) by Sheng LianSome Useful Links
|
CS Journal/Conference Ranking List by China Computer Federation Recent arxiv papers on CS.CV by arxiv Linggle - Language Reference Search Engines by Linggle Science topics by ScienceDirect Recent Medical Image Analysis Articles by MedIA journal Recent IEEE TMI Articles by IEEE TMI journal Dive into Deep Learning by Amazon Tips for Writing Technical Papers by Jennifer Widom Pattern Recognition and Machine Learning by Chris Bishop A Course in Machine Learning by Hal Daume III Top 10 Tips to catch the deadline with your tutor by Yiran Chen readpaper & 论文十问 by readpaper.com 献给CV入门者 by 中科院吴怀宇 |
Friends
|
Zhiming Luo
Zhun Zhong Guodong Du Lei Li |
Last update: April 12, 2021. Webpage template borrows from Xiaoyu Du, Xiangnan He and Weinan Zhang.