基本信息

李钟毓

讲师,硕士生导师

西安交通大学软件学院

联系方式

地址:软件学院北小楼-205

邮箱:zhongyuli [at] xjtu.edu.cn

 

站点计数器

教育背景

2015-2018  北卡罗莱纳大学夏洛特分校,计算机科学,博士

2012-2015  西安交通大学,软件工程,硕士

2008-2012  西安交通大学,自动化,学士

科研方向

研究领域:计算机视觉、生物信息计算

研究方向:计算神经科学、医学影像分析

               大规模图像检索、点云配准与三维重建

发表论文

期刊论文:

[8] Zhongyu Li, Xiayue Fan, Zengyi Shang, Lina Zhang, Haotian Zhen, Chaowei Fang, ''Towards Computational Analytics of 3D Neuron Images using Deep Adversarial Learning'', Neurocomputing, 2020 (IF=4.072, Accepted)
[7] Zhongyu Li, Xiaofan Zhang, Henning Müller, Shaoting Zhang, "Large-scale Retrieval for Medical Image Analytics: A Comprehensive Review", Medical Image Analysis, 2018. (IF=8.880)
[6] Zhongyu Li, Erik Butler, Kang Li, Aidong Lu, Shuiwang Ji, Shaoting Zhang, "Large-scale Exploration of Neuronal Morphologies using Deep Learning and Augmented Reality", Neuroinformatics, 2018. (IF=5.127)
[5] Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang, "Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search", Pattern Recognition, 2017. (IF=5.898)
[4] Zhongyu Li, Dimitris N. Metaxas, Aidong Lu, Shaoting Zhang, "Interactive Exploration for Continuously Expanding Neuron Databases", Methods, 2017. (IF=3.782)
[3] Jihua Zhu, Li Zhu, Zhongyu Li, Chen Li, Jingru Cui, "Automatic Multi-view Registration of Unordered Range Scans without Feature Extraction", Neurocomputing, 2016. (IF=4.072)
[2] Jihua Zhu, Zhongyu Li, Shaoyi Du, Liang Ma, Te Zhang, "Surface Reconstruction via Efficient and Accurate Registration of Multiview Range Scans", Optical Engineering, 2014. (IF=1.032)
[1] Jihua Zhu, Deyu Meng, Zhongyu Li, Shaoyi Du, Zejian Yuan, "Robust Registration of Partially Overlapping Point Sets via Genetic Algorithm with Growth Operator", IET Image Processing, 2014. (IF=1.472)
 
专著章节:
[1] Bin Kong*, Zhongyu Li*, Shaoting Zhang, "Toward Large-scale Histopathological Image Analysis via Deep Learning", Biomedical Information Technology, 2020. (* indicates equal contribution)
 
会议论文:
[7] Peng Liu, Bin Kong, Zhongyu Li, Shaoting Zhang, Ruogu Fang, ''CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation'', International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019.
[6] Zhongyu LiYixuan Lou, Zhennan Yan, Subhi Al'Aref, James K Min, Leon Axel, Dimitris N. Metaxas, "Fully Automatic Segmentation of Short-axis Cardiac MRI using Modified Deep Layer Aggregation", IEEE International Symposium on Biomedical Imaging (ISBI), 2019.
[5] Willis Fulmer, Tahir Mahmood, Zhongyu Li, Shaoting Zhang, Jian Huang, Aidong Lu, "ImWeb: Cross-Platform Immersive Web Browsing for Online 3D Neuron Database Exploration", ACM Conference on Intelligence User Interfaces (IUI), 2019.
[4] Zhongyu Li, Chaowei Fang, Shaoting Zhang, "Deep Feature Representation for the Computational Analytics of 3D Neuronal Morphology", IEEE International Symposium on Biomedical Imaging (ISBI), 2018.
[3] Bin Kong, Xin Wang, Zhongyu Li, Qi Song, Shaoting Zhang, "Cancer Metastasis Detection via Spatially Structured Deep Network", International Conference on Information Processing in Medical Imaging (IPMI), 2017.
[2] Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang, "Maximum Inner Product Search for Morphological Retrieval of Large-Scale Neuron Data", IEEE International Symposium on Biomedical Imaging (ISBI), 2016. oral presentation
[1] Zhongyu Li, Jihua Zhu, Ke Lan, Chen Li, Chaowei Fang, "Improved Techniques for Multi-view Registration with Motion Averaging", International Conference on 3D Vision (3DV), 2014.