包承龍，現任清華大學丘成桐數學科學中心助理教授。2005年至2009年於中山大學獲學士學位，2009年至2014年在新加坡國立大學獲博士學位，研究方向為數據科學與套用數學，涉及圖像處理、稀疏編碼及相空間層析成像算法領域。
2015年至2017年在新加坡國立大學從事博士後研究，2018年加入清華大學任助理教授。在《IEEE Transactions on Pattern Analysis and Machine Intelligence》《SIAM Journal on Imaging Sciences》等期刊發表多篇論文，研究涵蓋字典學習、動態紋理分析和能量池結構選擇等領域。學術成果入選計算機視覺頂級會議CVPR、ECCV並參與組織學術推廣活動。
基本介紹
研究領域,教育背景,工作經歷,發表論文,
研究領域
數據科學與套用數學
教育背景
2005-2009 學士 中山大學
2009-2014 博士 新加坡國立大學
工作經歷
2018 助理教授 清華大學丘成桐數學科學中心
2015-2017 博士後 新加坡國立大學
發表論文
[1] Guanhua Zhu, Wei Liu,Chenglong Bao, Dudu Tong, Hui Ji, Zuowei Shen, Daiwei Yang and Lanyuan Lu. Investigating energy-based pool structure selection in the structure ensemble modeling with experimental distance constraints: the example from a multi-domain protein Pub 1.Proteins: Structure, Function, and Bioinformatics. 86(5) 501-514. 2018
[2] Jae Kyu Choi,Chenglong Bao (*)and Xiaoqun Zhang (*). PET-MRI joint reconstruction by joint sparsity based tight frame regularization.SIAM Journal on Imaging Sciences. 11(2). 1179-1204 2018
[3]Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen and Zhengyun Zhang. Coherence retrieval via trace regularization.SIAM Journal on Imaging Sciences. 11(1) 679-706. 2018
[4] Zhengyun Zhang,Chenglong Bao(*), Hui Ji, Zuowei Shen and George Barbastathis.Apparent coherence loss in phase space tomography.Journal of the optical society of America A. (34)11,2025-2033, 2017
[5]Chenglong Bao, Bin Dong, Likun Hou, Zuowei Shen, Xiaoqun Zhang and Xue Zhang.Image restoration by minimizing zero norm of wavelet frame coefficients.Inverse Problems, 32(1), 2016
[6] Changqing Wang, Judy Kipping,Chenglong Bao, Hui Ji and Anqi Qiu.Cerebellar functional parcellation using sparse dictionary learning clustering.Frontiers in Neuroscience, 10(188), 2016
[7] Yuhui Quan,Chenglong Baoand Hui Ji.Equiangular kernel dictionary learning with applications to dynamic texture analysis.IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 2016
[8]Chenglong Bao, Hui Ji, Yuhui Quan and Zuowei Shen.Dictionary learning for sparse coding: Algorithms and convergence analysis.IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(7), 1356-1369, 2016
[9]Chenglong Bao, Hui Ji and Zuowei Shen.Convergence analysis for iterative data-driven tight frame construction scheme.Applied and Computational Harmonic Analysis, 38(3), 510-523, May. 2015
[10]Chenglong Bao, Hui Ji and Yuhui Quan.A convergent incoherent dictionary learning algorithm for sparse coding.European Conference on Computer Vision (ECCV),Zurich, 2014
[11]Chenglong Bao, Hui Ji, Yuhui Quan and Zuowei Shen.L0 norm based dictionary learning by proximal methods with global convergence.IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, 2014
[12]Chenglong Bao, JianFeng Cai and Hui Ji.Fast sparsity-based orthogonal dictionary learning for image restoration.International Conference on Computer Vision (ICCV),Sydney, 2013
[13]Chenglong Bao, Yi Wu, Haibin Ling and Hui Ji.Real time L1 tracker using accelerated proximal gradient approach.IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Rhode Island, 2012
