苏志勋
个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:数学科学学院
学科:计算数学
办公地点:创新园大厦(海山楼)B1313
联系方式:84708351-8093
电子邮箱:zxsu@dlut.edu.cn
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个人简介Personal Profile
苏志勋,1987年毕业于吉林大学数学系,获数学专业学士学位;1990毕业于南开大学数学所,获计算机科学专业硕士学位;1993年获大连理工大学理学博士学位,现任大连理工大学数学科学学院教授,博士生导师,辽宁省计算数学与数据智能重点实验室主任,计算几何与图形图像重点实验室主任。全国计算数学学会第八、九届常务理事,工业与应用数学学会几何设计与计算专业委员会委员。4个国际期刊的编委. 主要研究方向包括计算几何、计算机图形学、图像处理、计算机视觉、机器学习与数据分析。作为负责人,承担完成自然科学基金面上项目多项, NSFC-广东联合基金(重点)项目和“高档数控机床与基础制造装备”科技重大专项课题子课题,Ei基金,NIH项目等. 出版专著4部和200余篇学术论文,覆盖了CVPR, ICCV, NIPS, AAAI, ECCV, ACMMM,SMI等重要国际会议和TPAMI, TVCG, TIP, TNNLS, TCYB,TIE,Pattern Recognition, Neural Networks, CAD, CAGD等多个重要期刊。获得国防工委“国防科学技术一等奖”、国家教委“科技进步奖二等奖”,机械工业部科技进步三等奖和辽宁省科技进步三等奖, 大连市科技进步一等奖,中国人工智能学会优秀博士论文指导教师奖,辽宁省优秀博士论文指导教师奖。也曾获教育部新世纪优秀人才、辽宁省百千万人才工程百人层次人才、获教育部青年骨干教师。
代表论著Representative Works
- [论文]Pan, Jinshan.Pan, JS (reprint author), Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China.; Pan, JS (reprint author), Univ Calif, Sch Engn, Merced, CA 95344 USA..Hu, Zhe,Su, Zhixun,Yang, Ming-Hsuan.L-0-Regularized Intensity and Gradient Prior for Deblurring Text Images and Beyond[J],SCIE、EI、Scopus,2017,39(2):342-355
- [论文]Dong, Jiangxin.Pan, Jinshan,Su, Zhixun,Yang, Ming-Hsuan.Blind Image Deblurring with Outlier Handling[A],SCIE、CPCI-S、Scopus,2017,2017-October:2497-2505
- [论文]Pan, Jinshan.Dong, Jiangxin,Tai, Yu-Wing,Su, Zhixun,Yang, Ming-Hsuan.Learning Discriminative Data Fitting Functions for Blind Image Deblurring[A],EI、CPCI-S、Scopus,2017,2017-October:1077-1085
- [论文]Dong, Jiangxin.Pan, Jinshan,Sun, Deqing,Su, Zhixun,Yang, Ming-Hsuan.Learning Data Terms for Non-blind Deblurring[A],2018,11215:777-792
- [论文]Pan, Jinshan.Lin, Zhouchen,Su, Zhixun,Yang, Ming-Hsuan.Robust Kernel Estimation with Outliers Handling for Image Deblurring[A],EI、CPCI-S,2016,2016-December:2800-2808
- [论文]Tang, Kewei.Liu, Xiaodong,Su, Zhixun,Jiang, Wei,Dong, Jiangxin.Subspace Learning Based Low-Rank Representation[A],SCIE、EI、CPCI-S,2017,10111:416-431
- [论文]Dong, Jiangxin.Pan, JS (reprint author), Nanjing Univ Sci & Technol, Sch Comp Sci & Engn, Nanjing, Jiangsu, Peoples R China..Pan, Jinshan,Su, Zhixun.Blur kernel estimation via salient edges and low rank prior for blind image deblurring[J],Scopus、SCIE、EI,2017,58:134-145
- [论文]Tang, Kewei.Zhang, J (reprint author), Liaoning Normal Univ, Sch Math, Dalian, Peoples R China.; Sun, XY (reprint author), Guilin Univ Elect Technol, Dalian, Peoples R China..Su, Zhixun,Liu, Yang,Jiang, Wei,Zhang, Jie,Sun, Xiyan.Subspace segmentation with a large number of subspaces using infinity norm minimization[J],EI、SCIE,2019,89:45-54
- [论文]Tang, Kewei.Zhang, J (reprint author), Liaoning Normal Univ, Sch Math, Dalian, Peoples R China..Su, Zhixun,Zhang, Jie,Cui, Lihong,Jiang, Wei,Luo, Xiaonan,Sun, Xiyan.Bayesian rank penalization[J],SCIE、PubMed、EI,2019,116:246-256
- [论文]Tang, Kewei.Tang, KW (reprint author), Liaoning Normal Univ, Dalian, Peoples R China.; Su, ZX (reprint author), Dalian Univ Technol, Dalian, Peoples R China..Dunson, David B.,Su, Zhixun,Liu, Risheng,Zhang, Jie,Dong, Jiangxin.Subspace segmentation by dense block and sparse representation[J],SCIE、EI、PubMed、Scopus,2016,75:66-76
- [论文]Wang, Shengfa.Wang, SF (reprint author), Dalian Univ Technol, Sch Software Technol, Econ & Technol Dev Area, Dalian 116620, Peoples R China..Hou, Tingbo,Li, Shuai,Su, Zhixun,Qin, Hong.Anisotropic Elliptic PDEs for Feature Classification[J],SCIE、EI、PubMed、Scopus,2013,19(10):1606-1618
- [论文]Liu, Yang.Pan, JS (reprint author), Nanjing Univ Sci & Technol, Sch Comp Sci & Engn, Nanjing, Peoples R China..Pan, Jinshan,Su, Zhixun,Tang, Kewei.Robust dense correspondence using deep convolutional features[J],SCIE,2020,36(4):827-841
- [论文]Li, Nannan.Wang, SF (reprint author), Dalian Univ Technol, DUT RU Int Sch Informat & Software Engn, Dalian, Peoples R China..Wang, Shengfa,Liu, Risheng,Guan, Ziqiao,Su, Zhixun,Luo, Zhongxuan,Qin, Hong.Learning diffusion on global graph: A PDE-directed approach for feature detection on geometric shapes[J],SCIE、EI,2019,72:111-125
- [论文]Tang, Kewei.Zhang, J (reprint author), Liaoning Normal Univ, Sch Math, Huanghe Rd, Dalian 116029, Peoples R China..Su, Zhixun,Jiang, Wei,Zhang, Jie,Sun, Xiyan,Luo, Xiaonan.Robust subspace learning-based low-rank representation for manifold clustering[J],SCIE,2019,31(11):7921-7933
- [论文]Tang, Kewei.Tang, KW (reprint author), Liaoning Normal Univ, Sch Math, 850 Huanghe Rd, Dalian 116029, Liaoning, Peoples R China.; Su, ZX (reprint author), Dalian Univ Technol, Sch Math Sci, 2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China..Zhang, Jie,Su, Zhixun,Dong, Jiangxin.Bayesian Low-Rank and Sparse Nonlinear Representation for Manifold Clustering[J],SCIE、EI、Scopus,2016,44(3):719-733
- [著作]苏志勋,Li,M.,Chen,Jiang,Bo,Mathematical Problems in Data Science.Springer,2019