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2019-12-26edit：rjyw
Caiming Zhang（张彩明）
Professor, PHD supervisor
Contact Information
Address: 1500, Middle of Shunhua Road, Jinan, P. R. China 250101
Email: czhang@sdu.edu.cn Tel: +86- 139-6409-8246
Short Bio.
1998.7-1999.12
Visiting Scholar and postdoc
CAD and Image processing
Kentucky University
1991.10-1994.11
Ph. D
Computer Science
Tokyo Institute of Technology
1982.2-1984.11
Master
Shandong University
1978.2-1982.1
Bachelor
Career History
1999.12 to now
Professor of School of Computer Science and Technology, Shandong University
Research areas are: CAGD, CG, Scientific visualization and Medical Image Processing.
1997.8-1999.12
Visiting Scholar, Department of Computer Science University of Kentucky. Research areas are CAGD and Computer Graphics.
1995.6-1999.11
Associate Professor, Department of Computer Science, Shandong University. Research areas are CAGD and Computer Graphics, Scientific visualization and medical image processing.
1994.6-95.4,
Assistant Professor, University of Tokyo, Japan. Research areas are CAGD and Computer Graphics and medical image processing.
1991.11-95.4
Visiting scholar at Tokyo Institute of Technology, Research areas are CAGD and Computer Graphics.
1984-95.5
Assistant professor, Lecturer of Shandong University, Department of Computer Science, Research areas are CAGD and Computer Graphics.
Research Fields:
• Intelligent graphics/image processing
• Visual media computing
• Analysis and decision of financial big data
• Computer aided geometric design (CAGD)
2004-8, 2014-16
2012-2016
2008-2012
2008- now
2006
2004
2002
Member of the Expert Review Team of the Information Science Department of the National Natural Science Foundation of China
Director of the Committee of Geometric Design and Computation of the Chinese Society of Industrial and Applied Mathematics (2012-2016);
Editor-in-Chief of “CADDM” English Magazine
Deputy Editor-in-Chief of the Journal of Chinese Graphics
Director of the Graphic Data Big Data Committee, Executive Director of the Chinese Society of Graphics;
Editorial Board of Journal of Computer-Aided Design and Graphics;
Member of the Computer Aided Design and Computer Graphics Professional Committee;
Member of Multimedia Committee of China Computer Society
Member of Multimedia Committee of China Image and Graphics Society
Member of the Professional Committee of the Chinese Society of Anatomical Society
Editor-in-Chief, Computer Graphics, Second Edition, Science Press,
Editor-in-Chief "Concise Tutorial on Computer Graphics", Higher Education Press, Eleventh Five-Year Plan Excellent Textbook, 2006.
Editor-in-Chief, Computer Graphics, Science Press, 2004.
Editor-in-Chief, Proceedings of the First National Conference on Geometric Design and Computing
2014
2010
2011
2017.1-2020.12,
2014.1-2017.12
2012.1-2014.12
2011.1-2014.12
2010.1-2013.12
2009.1-2011.12,
2009.1-2010.12
2008.1-2010.12
2007.9.1-2011.8.31
2007-2009
2007-2010
2006-2009
2014.01
2013.01
2012.01
2011.01
2007
2009
2019
2016
2013
Honors
Experts enjoying special government allowances from the State Council, 2014;
Awarded the title of young and middle-aged experts with outstanding contributions in Shandong Province, 2010;
Baosteel Excellent Teacher Award and Shandong University Excellent Teacher Award, 2011.
Main Project (PI)
[1] Basic theory and semantic fusion technology for big data analysis in smart medical care (U1609218), National Fund Joint Fund Project, 2.1 million, PI.
[2] Research on 3D geometric model reconstruction of complex shape features (61373078), National Natural Science Foundation of China, 800,000, PI.
[3] Research on geometric modeling problems in medical image processing (20110131130004), Ministry of Education priority development field, 400,000, PI.
[4] Research on key technologies in medical image segmentation (61020106001), National Natural Science Foundation of China, 1.7 million, PI.
[5] Theory and key technologies of 3D data representation (60933008), National Natural Science Foundation of China, 2.1 million. PI
[6] Research on key technologies for visualization of massive data in air pollution monitoring and system implementation, Shandong Science and Technology Research Project, 200,000, PI
[7] Remote visualization technology and system implementation of massive data in large-scale dynamic scenarios (2009AA01Z304), 863 Program of Ministry of Science and Technology, 820,000, PI
[8] Research on data sampling, alignment and fitting in massive data processing (20070422098), Doctoral Fund of Ministry of Education, 60,000, PI.
[9] Theory and Method of Visual Media Intelligent Processing (2006CB303102) - Theory and Method of Visual Media Calculation, National 973 Program Project Sub-project, 800,000, PI
[10] Research on key issues in three-dimensional representation of massive data points (60673003), National Natural Science Foundation of China, 270,000, PI
[11] Research on high-precision three-dimensional representation problem in massive data processing (Z2006G05), Shandong Natural Science Foundation, 90,000, PI.
[12] Research on key technologies and evaluation methods of digital media content security (60633030), National Natural Science Foundation of China, 400,000, responsible person.
[13] Research on Theory and Method of Implicit Surface Modeling (60533060), National Natural Science Foundation of China, 240,000, PI.
Awards
(1) Research awards
[1] Remote visualization and system implementation of massive data in large-scale dynamic scenarios, Shandong Province Science and Technology Progress Second Prize, January 2014, first place;
[2] Virtual human body modeling technology based on data mining and its application in medical image processing system, Second Prize of Ministry of Education Science and Technology Progress, January 2013, first place;
[3] Application of shape-fitting technology in medical image visualization system, Shandong Province Science and Technology Progress Second Prize, January 2012, third place;
[4] Fitting technology based on medical image data mining and its application in medical image processing system, Shandong Province Science and Technology Progress Third Prize, January 2011, first place;
[5] Sub-pixel precision 3D CT data visualization system, First Prize of Science and Technology Progress of Ministry of Education, 2007, first place;
Teaching Awards
[1] Professional Skill-Driven Computer Graphics Teaching Research, Shandong Province Higher Education Teaching Achievement First Prize, April 2014, first place;
[2] Research and Practice of Computer Graphics Teaching and Experiment System, Second Prize of Shandong Higher Education Teaching Achievements, May 2009, first place;
[3] "Computer Graphics" textbook, second prize of excellent teaching materials of Shandong Province, March 2009, first place;
[4] Research and practice of individualized and innovative postgraduate training mode for computer application based on social demand, Shandong Province Provincial Teaching Achievement Award for Postgraduate Education, December 2009, first place;
Patent
Digital image amplification method based on local biquadratic interpolation polynomial, ZL 201811222611.5, Zhang Caiming, Zhou Danya, July 30, 2019, China National Intellectual Property Office.
An image segmentation method by image refinement based on local feature, ZL201811223619.3, Zhang Caiming, Qi Yueshuang, Zhou Yuanfeng, June 14, 2019, China National Intellectual Property Office.
An image segmentation algorithm for plan centric clustering with noise resistance, ZL 201811222631.2, Zhang Caiming, Zhang Xijing, May 17, 2019, China National Intellectual Property Office.
A fast fuzzy clustering digital image segmentation method with anti-noise, ZL201210325451.3, Zhang Caiming, Zheng Fuhua, Zhou Yuanfeng, Zhang Xiaofeng, January 20, 2016, China National Intellectual Property Office.
Visualization method of air pollution data based on image processing, 2010102401944, G06T11/00, Zhang Caiming, Wang Demin, Li Weitao, January 30, 2013, China National Intellectual Property Office.
A three-dimensional model reversible watermarking device and method robust to similar transformation, 201010233075.6, G06T11/00, Zhang Caiming, Gao Xifeng, Huang Yan, June 11, 2014, China National Intellectual Property Office.
Method for calculating RGB and YCbCr conversion in image compression, 200710015944.6, G06T11/00, Ji Xiuhua, Zhang Caiming, Zhang Xuefen, July 28, 2010, China National Intellectual Property Office.
1．Selected Journal（33）
[1] Ma Long*, Zhang Caiming, Constructing 3D Self-Supporting Surfaces Using 4D Minimal Hypersurfaces of Revolution, ACM Transitions On Graphics, 38(5): 144:1-144:13 (2019)
[2] XiaoPan, Yuanfeng Zhou*, Feng Li and Caiming Zhang, Superpixels of RGB-D Images for Indoor Scence Based on Weighted Geodesic Driven Metric, IEEE Transaction on Visualization and Computer Graphics, 21(8): 1997-2011 (2019).
[3] Zhang, Mingli, Christian Desrosiers, and Caiming Zhang, Atlas-based reconstruction of high performance brain MR data. Pattern Recognition, 76 (2018): 549-559. CCF B
[4] YuWei Zhang, Yanzhao Chen, Hui Liu, Zhongping Ji, Caiming Zhang*. Modeling Chinese Calligraphy Reliefs from One Image. Computers & Graphics, 2018, 70:300-306.
[5] Xue Lin, Dongmei Niu, Xiuyang Zhao, Bo Yang, Caiming Zhang. A novel method for graph matching based on belief propagation [J]. Neurocomputing, In press, Available online 16 October 2018.
[6] GuangHao Ma,MingLi Zhang,XueMei Li*,CaiMing Zhang, Image Smoothing Based on Image Decomposition and Sparse High Frequency Gradient, Journal of Computer Science and Technology, 2018.
[7] Yongxia Zhang, Long Ma, Yuanfeng Zhou, Caiming Zhang, Automatic superpixel generation algorithm based on a quadric error metric in 3D space.Signal, Image and Video Processing 11(3): 471-478 (2017)
[8] Yuanfeng Zhou, Xiao Pan, Wenping Wang, Yilong Yin, Caiming Zhang, Superpixels by Bilateral Geodesic Distance. IEEE Trans. Circuits Syst. Video Techn. 27(11): 2281-2293 (2017)
[9] Xiao Pan, Yuanfeng Zhou, Feng Li, Caiming Zhang, Superpixels of RGB-D Images for Indoor Scenes Based on Weighted Geodesic Driven Metric.IEEE Trans. Vis. Comput. Graph. 23(10): 2342-2356 (2017)
[10] Fan Linwei, Li Xuemei, Guo Qiang and Zhang Caiming*, Nonlocal image denoising using edge-based similarity metric and adaptive parameter selection, SCIENCE CHINA Information Sciences, 2017.
[11] Xuemei Li, Fan Zhang, Guoning Chen, Caiming Zhang, A formula for computing knots with minimum stress and stretching energies, SCIENCE CHINA Information Sciences，61 (5), 2017.
[12] Yu-Wei Zhang*, Caiming Zhang, Wenping Wang, Yanzhao Chen. Adaptive Bas-relief Generation from 3D Object under Illumination, Computer Graphics Forum, 2016, 35(7):311-321.
[13] Pengbo Bo, Yang Liu, Changhe Tu, Caiming Zhang, Wenping Wang, Surface Fitting With Cyclide Splines, Computer Aided Geometric Design, 2016
[14] Ma Long*, Zhang Caiming, Zhang Xin, Fuhua Cheng, Construction of G3 Conic Spline Interpolation, Computer-Aided Design, 71 15-27, 2016.
[15] Yongxia Zhang;Xuemei Li;Xifeng Gao;Caiming Zhang*, A Simple Algorithm of Superpixel Segmentation with Boundary Constraint, IEEE Transactions on Circuits and Systems for Video Technology, 2016.
[16] Long Ma and Yuanfeng Zhou and Hao Pan and Caiming Zhang*, A framework for modeling high quality tension-determined surfaces, Computers & Graphics, 61 (2016) 50-59, 2016.
[17] Ma Long*, Zhang Caiming, Zhang Xin, Fuhua Cheng, Construction of G3 Conic Spline Interpolation, Computer-Aided Design, 71 (2016) 15-27, 2016.
[18] Yuanfeng Zhou*, Xiao Pan, Wenping Wang, Yilong Yin, and Caiming Zhang, Superpixels by Bilateral Geodesic Distance, IEEE Transactions on Circuits and Systems for Video Technology, 2016.
[19] Caiming Zhang, Wenping Wang, Jiaye Wang, and Xuemei Li, Local computation of curve interpolation knots with quadratic precision. Computer-Aided Design, 2013, 45(4):853–859.
[20] Pan Li, Bin Wang, Feng Sun, Xiaohu Guo, Caiming Zhang, Wenping Wang, Q-MAT: computing medial axis transform by quadratic error minimization, to appear in ACM Transactions on Graphics, 2015.
[21] Qiang Guo, Caiming Zhang, Yunfeng Zhang, and Hui Liu, Guo qiang，An Efficient SVD-Based Method for Image Denoising, IEEE Transactions on Circuits and Systems for Video Technology, 2015.
[22] Hao Pan, Yi-King Choi, Yang Liu, Wenchao Hu, Qiang Du, Konrad Polthier, Caiming Zhang, and Wenping Wang, Robust modeling of constant mean curvature surfaces, ACM Transactions on Graphics, 2012, 31(4): Article No.85.
[23] Xifeng Gao, Caiming Zhang, Yan Huang, Zhigang Deng, A robust high-capacity affine-transformation-invariant scheme for watermarking 3D geometric models, ACM Transactions on Multimedia Computing Communications and Applications, 2012, 8(2S): Article No.34.
[24] Xiuyang Zhao, Caiming Zhang, Bo Yang, Pingping Li, Adaptive knot placement using a GMM-based continuous optimization algorithm in B-spline curve approximation, Computer-Aided Design, 2011, 43(6): 598-604.
[25] Yunfeng Zhou, Feng Sun, Weiping Wang, and Caiming Zhang, Fast updating of Delaunay triangulation of moving points by bi-cell filtering, Computer Graphics Forum, 2010, 29(7):2233-2242.
[26] Caiming Zhang, Huijian Han, and Fuhua Cheng, Determining knots by minimizing energy, Journal of Computer Science and Technology, 2006, 21(6): 261-264.
[24] Caiming Zhang, Xiuhua Ji, and Xingqiang Yang, Constructing triangular patch by basic approximation operator plus additional interpolation operator, Science in China Series F: Information Sciences, 2005, 48(2):263-272.
[27] Caiming Zhang, Xingqiang Yang, and Jiaye Wang, Approaches for constrained parametric curve interpolation, Journal of Computer Science and Technology, 2003, 18(5): 592-597.
[28] Caiming Zhang and Fuhua Cheng, Triangular patch modeling using combination method, Computer Aided Geometric Design, 2002, 19(8):645-662.
[29] Caiming Zhang and Jiaye Wang, C2 quartic spline surface interpolation, Science in China Series F: Information Sciences, 2002, 45(6):417-432.
[30] Caiming Zhang, Pifu Zhang, and Fuhua Cheng, Fairing spline curves and surfaces by minimizing energy, Computer-Aided Design, 2001, 33(13):913-923.
[31] Caiming Zhang, Pifu Zhang, and Fuhua Cheng, Constrainted scaling of trimmed NURBS surface based on fix-and-stretch approach, Computer-Aided Design, 2001, 33(1):103-112.
[32] Xiaofeng Zhang, Caiming Zhang, Wenjing Tang, and Zhenwen Wei, Medical image segmentation using improved FCM. Science China Information Sciences, 2012, 55(5):1052-1061.
[33] Shujun Fu and Caiming Zhang, Adaptive bidirectional diffusion for image restoration, Science China Information Sciences, 2010, 53(12):2452-2460.
Selected Chinese Journal（20）
[1] 张云峰，姚勋祥，包芳勋*，张彩明，基于纹理特征的自适应插值，计算机研究与发展，2017.
[2] 张彩明, 李雪梅等. 基于组合方法对图像的双三次多项式拟合. 中国科学:信息科学, 2011, 41(9):1101-1111.
[3] 张彩明, 纪秀花, 杨兴强. 用基本近似算子加附加插值算子构造曲面三角片. 中国科学E辑:信息科学, 2004, 34(12):1393-1403.
[4] 张彩明, 汪嘉业. C2连续的四次样条曲面插值. 中国科学E辑:信息科学, 2003, 33(2):116-126.
[5] 张云峰, 包芳勋, 张彩明, 段奇. 一类有理插值曲面模型及其可视化约束控制. 中国科学:数学, 2014, 44(7):729-740.
[6] 张彩明, 汪嘉业. 可调整C2四次Bézier插值曲线的构造. 计算机学报, 2004, 27(12): 1665-1671.
[7] 张彩明. 高精度三次参数样条曲线的构造. 计算机学报, 2002, 25(3):262-268.
[8] 张彩明, 何军, 张锐. 基于扰动约束的B样条曲线降阶和基于最佳平方逼近B样条曲线的降阶. 计算机辅助设计与图形学学报, 2004, 16(10):1392-1395.
[9] 周元峰, 张彩明. 体积平方度量下的特征保持网格简化方法. 计算机学报, 2009, 32(2): 203-212.
[10] 原达, 张彩明. 基于Mumford-Shah模型的高精度MR图像轮廓提取算法. 计算机学报, 2009, 32(2): 268-274.
[11] 高剑, 张彩明, 孟祥旭, 冯志全. 一种基于DDTW的三维碎片自动拼接方法. 计算机学报, 2009, 32(2): 342-349.
[12] 何军, 张彩明. 保持特征的三维网格模型尺寸调整. 计算机学报, 2009, 32(10): 2014-2022.
[13] 何军, 张彩明, 杨兴强. 不规则网格上的曲面设计方法. 软件学报, 2009, 20(6): 1673-1684.
[14] 梁秀霞, 韩慧健, 张彩明. 基于物理仿真的布料动画研究综述. 计算机研究与发展, 2014, 51(1):31-40.
[15] 贺平, 张彩明, 周景博. 局部可调整C2参数四次插值曲线构造. 计算机研究与发展, 2010, 47(12):2157-2164.
[16] 刘慧, 张彩明, 邓凯, 改进局部自适应的快速FCM肺结节分割方法, 计算机辅助设计与图形学学报, 2014, 26(10):1726-1727.
[17] 高珊珊，迟静, 刘翠云, 张彩明, 近似测地距离度量下的图像抗噪分割方法, 计算机辅助设计与图形学学报, 2014, 26(12):2214-2222.
[18] 李晋江, 张彩明, 范辉, 原达. 基于分形的图像修复算法. 电子学报, 2010, 38(10): 2430-2435.
[19] 纪秀花, 张彩明, 韩慧键. 用查表法快速实现二维8×8离散余弦逆变换的研究, 电子学报, 2008, 36(4): 639-645.
[20] 贺平, 张彩明, 周景博, 马颖亮. NURBS曲线曲面间最短距离的计算. 计算机辅助设计与图形学学报, 2010, 22(8): 1344-1351.
3．Selected Conference（22）
[1] Ning Yang、Han Zhongyi、Zhong li、Zhang Caiming*, Automated pancreas segmentation using recurrent adversarial learning, IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, pp.927-934
[2] Xin Zhang, Bernd Hamann, Xiao Pan, Caiming Zhang*, Superpixel-based image inpainting with simple user guidance, IEEE international conference on image processing, 2017, pp.17-20
[3] Caiming Zhang, Xin Zhang, Xuemei Li, Fuhua Cheng, Cubic Surface Fitting to Image with Edges as Constraints, ICIP 2013, pp.1046-1050.
[4] Caiming Zhang, Wenping Wang, Jiaye Wang, and Xuemei Li, Selecting knots locally for curve interpolation with quadratic precision, GMP 2010, pp.283-295.
[5] Caiming Zhang, Feng Li, Dongmei Niu, Xingqiang Yang, Interpolation to C1 boundary conditions by polynomial of degree six, SMI 2009, pp.126-131.
[6] Caiming Zhang, Fuhua Cheng, Shape-preserving parametric curve interpolation with bounding polygon constraint, SIAM GDC 2004, pp.559-574.
[7] Caiming Zhang and Fuhua Cheng, Knot choosing by accommodating the first derivative constraint, GMP 2004, pp.31-37.
[8] Caiming Zhang, Fuhua Cheng, Brian A. Barsky, Constrained C1 piecewise bicubic Bezier surface interpolation, GMP 2000, pp.162-171.
[9] Caiming Zhang and Huijian Han, Determining knot by minimizing energy, GVC 2005, pp.3-8.
[10] Caiming Zhang, Xiuhua Ji, Hui Liu, Determining knots with quadratic polynomial precision, ICCS 2007, pp.130-137.
[11] Xiao Pan, Yuanfeng Zhou, Shuwei Liu, Caiming Zhang, Superpixels generation of RGB-D images based on geodesic distance, PG 2015.
[12] Jing Chi, Shanshan Gao, Yunfeng Zhang, and Caiming Zhang, A region-based expression tracking algorithm for spacetime faces, SMI 2015, pp.98-105.
[13] Qian Liu, Caiming Zhang, Qiang Guo, Yuanfeng Zhou, A nonlocal gradient concentration method for image smoothing, CVM 2015.
[14] Yongxia Zhang, Yi Liu, Xuemei Li, and Caiming Zhang, Salt and pepper noise removal in surveillance video based on low-rank matrix recovery, CVM 2015.
[15] Jing Chi, Changhe Tu, and Caiming Zhang, Dynamic 3D facial expression modeling using Laplacian smooth and multi-scale mesh matching, CGI 2014, pp.649-659.
[16] Li Li and Caiming Zhang, A nonlocal filter-based hybrid strategy for depth map enhancement, ICPR 2014, pp. 4394-4399.
[17] Ling Zhang, Caiming Zhang, Yuanfeng Zhou, and Xuemei Li, Surface interpolation to image with edge preserving, ICPR 2014, pp. 1055-1060.
[18] Xiao Pan, Yuanfeng Zhou, Caiming Zhang, Qian Liu, Flooding based superpixels generation with color, compactness and smoothness constraints, ICIP 2014, pp.4432-4436.
[19] Yifang Liu, Yunfeng Zhang, Qiang Guo, Caiming Zhang, Adaptive weighted interpolation based on rational spline function, ACCV 2014, pp. 78-88.
[20] Fuhua Zheng, Caiming Zhang, Xiaofeng Zhang and Yi Liu, A fast anti-noise fuzzy c-means algorithm for image segmentation, ICIP 2013, pp.2738-2732.
[21] Dongfang Zhu, Pengbo Bo, Yuanfeng Zhou, Caiming Zhang, Kuanquan Wang, Fitting multiple curves to point clouds with complicated topological structures, CAD/Graphics 2013, pp.60-67.
[22] Zhenwen Wei, Caiming Zhang, Xingqiang Yang, Xiaofeng Zhang, Segmentation of brain tumors in CT images using level sets. ISVC 2012, pp.22-31.
