Faculty

Sheng Bin Associate Professor

MainPage:

Office Telephone: +86-21-34207642

Office Address: SEIEE-3-539

Email: shengbin@cs.sjtu.edu.cn

Lab: Visual Media and Data Management

  • Research
  • Education
  • Work Experience
  • Teaching Assignment
  • Publications
  • Project Fund
  • Awards
  • Academic Service

1. Image-based Modeling and Rendering, Animation,  Image Processing,  Natural Phenomenon Simulation/Non-photorealistic Rendering, GPU Processing,.

2. Virtual Reality, Augmented Reality

3. Data Visualization and Biomedical Imaging

 

Looking for highly motivated, talented graduate students (both M.Sc and PhD students) for cutting-edge research in graphics, virtual reality, multimedia, and GPU Processing!

 

Looking for excellent PhD students for conducting the exciting collabrative research with Microsoft Research Asia (under the supervision of Dr. Guo Baining)


Ph.D   Computer Science and Engineering, The Chinese University of Hong Kong,           2011
Advisor: Prof.SUN Hanqiu


M.Sc   Computer and Information Science,  University of Macau,                                   2007
Advisor: Prof.WU Enhua


B.Eng.     Computer Science and Technology,  Huazhong University of Science and Technology,    2004
B.A(Dual Degree)    English,                            Huazhong University of Science and Technology,    2004  
Associate Director:     Lab For Digital Media and Data Reconstruction (SJTU)           2011-Present

Technical Consultant:  Hong Kong Applied Science and Technology Research Institute (ASTRI)  2012-Present

Research Assistant:   University of Macau                                                               2007
                               The Chinese University of Hong Kong                                      2007-2009


Teaching Assistant:    University of Macau                                                              2004-2007
                               The Chinese University of Hong Kong                                     2009-2010


Visting scholar:  Inst. of Software, Chinese Academy of Sciences,       Winter/Summer, 2005-2009, 2012 
                        Inst. of Automation, Chinese Academy of Sciences,                             2012.08
                         University of Tokyo. Japan                                                                2009.12
                        TU Braunschweig, Germany                                                               2010.07                 

1. Scientific Data Visualization (http://www.cs.sjtu.edu.cn/~shengbin/course/datavis/index.htm) 
2. Computer Animation Modeling and Rendering
3. Computer Animation Design and Rendering
4. Practice on Computer Animation 

 

 

[1]    Cheng Z, Yang Q, Sheng B. Colorization Using Neural Network Ensemble. IEEE Transactions on Image Processing (SCI) , to appear.

[2]    Dai L., Sheng B, Wu Q, Li H, Hou X, Jia WP, Fang R. Retinal Microaneurysm Detection Using Clinical Report Guided Multi-Sieving CNN. Medical Image Computing and Computer Assisted Intervention (MICCAI), Quebec, Canada, Sep. 2017..

[3]     Xie Z, Ding S, Sheng B et al. Integrated Tone and Structure Refinement for High-fidelity Color Transfer, IET Image Processing (SCI), to appear.

[4]    Zhu H, Sheng B, Shao Z, et al. Better initialization for regression-based face alignment. Computers & Graphics (SCI), to appear.

[5]    Qiao C, Lau R, Sheng B, et al. Temporal Coherence-Based Deblurring Using Non-Uniform Motion Optimization. IEEE Transactions on Image Processing (SCI), 2017, 26(10): 4991-5004.

[6]    Liu B, Li P, Sheng B, Wu E. Image completion with dynamic patches.  Computer Graphics International Conference (CGI). ACM, 2017: 3.

[7]    Chen Z, Wang Z, Sheng B, et al. Dynamic RGB-to-CMYK conversion using visual contrast optimisation. IET Image Processing (SCI), 2017, 11(7): 539-549.

[8]    Liu L, Liu X, Sheng B, et al. Incremental collision-free feathering for animated surfaces. Visual Computer (SCI), 2017, 33(6-8): 883-890.

[9]    Tao Y, Shen Y, Sheng B, et al. Video Decolorization Using Visual Proximity Coherence Optimization. IEEE Transactions on Cybernetics (SCI), 2017, to appear.

[10]  Qu M, Ni C, Chen M, Sheng B. et al. Automatic diabetic retinopathy diagnosis using adjustable ophthalmoscope and multi-scale line operator. Pervasive& Mobile Computing (SCI), 2017.

[11]  Wang R, Li P, Sheng B, et al. Real-time video stylization using spatial-temporal gabor filtering. ACM SIGGRAPH Conference on Virtual-Reality Continuum and ITS Applications in Industry. ACM, 2016: 299-307.

[12]  Lyu H, Li P, Xiao Y, Sheng B et al. Mass data storage platform for smart grid. International Conference on Progress in Informatics and Computing, 2016.

[13]  Lyu H, Li P, Yan R, et al. High-availability deployment for large enterprises. International Conference on Progress in Informatics and Computing, 2016: 503-507.

[14]  Yang H, Li P, Masood A,Sheng B et al. Smart grid data analysis and prediction modeling. International Conference on Progress in Informatics and Computing, 2016: 541-544.

[15]  Zhou Y, Li P, Xiao Y, Sheng B et al. Smart grid data mining and visualization. International Conference on Progress in Informatics and Computing, 2016: 536-540.

[16]  Lyu H, Li P, Yan R, Sheng B et al. Load forecast of resource scheduler in cloud architecture. International Conference on Progress in Informatics and Computing, 2016: 508-512.

[17]  Wang R, Zheng L, Xiong C, Sheng B et al. Retinal optic disc localization using convergence tracking of blood vessels. Multimedia Tools & Applications(SCI), 2016: 1-23.

[18]  Jiang F, Li H, Hou X, Sheng B et al. Abdominal adipose tissues extraction using multi-scale deep neural network. Neurocomputing (SCI), 2016, 229(C): 23-33.

[19]  Fang X, Sheng B, Li P, et al. Automatic GUI test by using SIFT matching. China Communications (SCI), 2016, 13(9): 227-236.

[20]  Chen Z, Dai C, Jiang L, Sheng B. et al. Structure-aware Image Inpainting Using Patch Scale Optimization. Journal of Visual Communication & Image Representation (SCI), 2016, 40: 312-323.

[21]  Tao Y, Shen Y, Sheng B, et al. Temporal Coherent Video Decolorization Using Proximity Optimization. Computer Graphics International. ACM, 2016: 41-44.

[22]  Zhu H, Sheng B, Lin X, et al. Foreground Object Sensing for Saliency Detection. Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval. ACM, 2016: 111-118.

[23]  Elhaddad A, Elhaddad F, Sheng B, et al. Real-Time Cloud Simulation Using Lennard-Jones Approximation. International Conference on Computer Animation and Social Agents. ACM, 2016: 131-137.

[24]  [22] Ding S, Sheng B, Hou X, et al. Intrinsic Image Decomposition Using MultiScale Measurements and Sparsity, Computer Graphics Forum (SCI), online 2016.

[25]  [23] Ding S, Sheng B, Xie Z, et al. Intrinsic image estimation using near-L0 sparse optimization. Visual Computer (SCI), 2016, 33(3): 355-369.

[26]  Jiang X, Sheng B, Lin W, et al. Antialiased super-resolution with parallel high-frequency synthesis. Multimedia Tools & Applications (SCI), 2015, 76(1): 543-560.

[27]  Cheng Z, Yang Q, Sheng B. Deep Colorization. IEEE International Conference on Computer Vision , 2015: 415-423.

[28]  Chen Z H, Liu Y, Sheng B, et al. Image saliency detection using Gabor texture cues. Multimedia Tools & Applications (SCI), 2015, 75(24): 16943-16958.

[29]  P Lu, X Jiang, W Lu, et al. Fast, Exact and Robust Set Operations on Polyhedrons Using Localized Constructive Solid Geometry Trees. ZTE Communications, 2015,13(3): 57-66.

[30]  Yin B, Li H, Sheng B, et al. Vessel extraction from non-fluorescein fundus images using orientation-aware detector. Medical Image Analysis (SCI), 2015, 26(1): 232-242.

[31]  Yi J, Sheng B, Shen R, et al. Real Time Learning Evaluation Based on Gaze Tracking. International Conference on Computer-Aided Design and Computer Graphics. IEEE, 2015: 157-164.

[32]  Qin L, Sheng B, Lin W, et al. GPU-Accelerated Video Background Subtraction Using Gabor Detector. Journal of Visual Communication & Image Representation (SCI), 2015, 32(C): 1-9.

[33]  Han X, Zhang C, Lin W, et al. Tree-Based Visualization and Optimization for Image Collection. Library Journal (SCI), 2015, 46(6): 1286-1300.

[34]  Pei S, Huang X, Sheng B, et al. A Novel Visualization Method of Power Transmission Lines. IEEE International Conference on Multimedia Big Data. IEEE Computer Society, 2015: 358-361.

[35]  Huang X, Sheng B, Shen R, et al. Rolling Shutter Effect Compensation with Global Waves Analysis. IEEE International Conference on Multimedia Big Data. IEEE Computer Society, 2015: 330-336.

[36]   Xia L, Sheng B, Li P, et al. Potential for Augmented Reality in Education: An Overview. EAI Endorsed Transactions on Future Intelligent Educational Environments, 2015, 1(2): e2.

[37]  Qiao S, Fang X, Sheng B, et al. Structure-aware QR Code abstraction. Visual Computer (SCI), 2015, 31(6-8): 1123-1133. (CGI 2015 Best Paper)

[38]  Yang Y, Sheng B, Wu W, et al. Image saliency detection based on rectangular-wave spectrum analysis. Multimedia Tools & Applications (SCI), 2015, 75(11): 6173-6187.

[39]  Lu P, Yang Y, Sheng B, et al. Chinese character recognition based on 8-direction feature extraction. Acta Pathologica Et Microbiologica Scandinavica, 2015, 31(31): 57-60.

[40]  Du H, He S, Sheng B, et al. Saliency-Guided Color-to-Gray Conversion Using Region-Based Optimization. IEEE Transactions on Image Processing (SCI), 2015, 24(1): 434-443.

[41]  Liu D, Sheng B, Hou F, et al. From Wireless Positioning to Mobile Positioning: An Overview of Recent Advances. IEEE Systems Journal (SCI), 2014, 8(4): 1249-1259.

[42]  Zhang X, Xue W, Wang Z, et al. Saliency-based depth-of-field rendering with flash and non-flash pairs. Proceedings of the 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry. ACM, 2014: 133-140.

[43]  Xia L, Sheng B, Wu W, et al. Accurate gaze tracking from single camera using gabor corner detector. Multimedia Tools & Applications (SCI), 2014, 75(1): 221-239.

[44]  Jiang X, Sheng B, Lin W, et al. Image anti-aliasing techniques for Internet visual media processing: a review. Journal of Zhejiang University SCIENCE C (SCI), 2014, 15(9): 717-728.

[45]  Wang W, Lin W, Chen Y, et al. Finding Coherent Motions and Semantic Regions in Crowd Scenes: A Diffusion and Clustering Approach. Computer Vision – ECCV 2014. Springer International Publishing, 2014: 756-771.

[46]  Sheng B, Meng W, Sun H, et al. Perception-motivated multiresolution rendering on sole-cube maps. Multimedia Tools & Applications (SCI), 2014, 72(1): 231-252.

[47]  Lu P, Sheng B, Luo S, et al. Image-based non-photorealistic rendering for realtime virtual sculpting. Multimedia Tools & Applications (SCI), 2014, 74(21): 9697-9714.

[48]  Liu Z, Qi X, Sheng B, et al. Image Enlargement Using Repetitive Component Multiplication. International Conference on Virtual Reality and Visualization. IEEE, 2014: 333-338.

[49]  Zhang Y, Lin W, Zhou B, et al. Facial expression cloning with elastic and muscle models. Journal of Visual Communication & Image Representation (SCI), 2014, 25(5): 916-927.

[50]  Fang X, Sheng B, Wu W, et al. Real-time depth-of-field rendering using single-layer composition. Computer Animation & Virtual Worlds (SCI), 2014, 25(3-4): 235-243.

[51]  Wu D, Liu B, Chen Z, et al. Cloud computing in electric vehicles charging control and dispatch optimization. International Conference on Progress in Informatics and Computing. IEEE, 2014: 597-600.

[52]  Lin W, Chen Y, Wu J, et al. A New Network-Based Algorithm for Human Activity Recognition in Videos. IEEE Transactions on Circuits & Systems for Video Technology (SCI), 2014, 24(5): 826-841.

[53]  Sheng B, Sun H, Magnor M, et al. Video Colorization Using Parallel Optimization in Feature Space. IEEE Transactions on Circuits & Systems for Video Technology (SCI), 2014, 24(3): 407-417.

[54]  Dan W, Wu R, Chen Z, Sheng B et al. Power Flow Analysis and Visualization in Smart Grid. Lecture Notes in Electrical Engineering, 2014, 308: 423-428.

[55]  Li Y, Sheng B, Ma L, et al. Temporally Coherent Video Saliency Using Regional Dynamic Contrast. IEEE Transactions on Circuits & Systems for Video Technology (SCI), 2013, 23(12): 2067-2076.

[56]  Sheng B, Sun H, Wu Y, et al. Parallel iso/aniso-scale surface texturing guided in Gabor space. SIGGRAPH Asia 2013 Technical Briefs, 2013: 1-4.

[57]  Yu K, Wu S, Sheng B, et al. Layered depth-of-field rendering using color spreading. ACM SIGGRAPH International Conference on Virtual-Reality Continuum and ITS Applications in Industry. ACM, 2013: 77-82.

[58]  Xue W, Xing D, Lin M, et al. Depth-of-Field Rendering with Saliency-Based Bilateral Filtering. International Conference on Computer-Aided Design and Computer Graphics. IEEE Computer Society, 2013: 399-400.

[59]  Lin W, Chu H, Wu J, et al. A Heat-Map-Based Algorithm for Recognizing Group Activities in Videos. IEEE Transactions on Circuits & Systems for Video Technology (SCI), 2013, 23(11): 1980-1992.

[60]  [59] Wang Q, Liu Z, Li C, et al. Image enlargement by patch-based seam synthesis. Signal and Information Processing Association Summit and Conference. IEEE, 2013: 1-7.

[61]  Xue W, Zhang X, Sheng B, et al. Image-based depth-of-field rendering with non-local means filtering. IEEE International Conference on Multimedia and Expo Workshops. IEEE, 2013: 1-6.

[62]  Xu H, Zhou Z, Sheng B, et al. Fast vehicle detection based on feature and real-time prediction. ISCAS 2013: 2860-2863.

[63]  Sheng B, Meng W, Sun H, et al. Sketch-based design for green geometry and image deformation. Multimedia Tools & Applications (SCI), 2013, 62(3): 581-599.

[64]  Wu S, Yu K, Sheng B, et al. Accurate depth-of-field rendering using adaptive bilateral depth filtering. Proceedings of the First international conference on Computational Visual Media, 2012, 7633: 258-265.

[65]  Ding S, Huang F, Xie Z, et al. A Customized Framework to Recompress Massive Internet Images. Journal of Computer Science and Technology (SCI), 2012, 27(6): 1129-1139.

[66]  Lin Q, Sheng B, Shen Y, et al. Fast Image Correspondence with Global Structure Projection. Journal of Computer Science and Technology (SCI), 2012, 27(6): 1281-1288.

[67]  Zheng R, Sheng B, Ma L. Example-based image upscaling using parallel texture synthesis. International Conference on Audio, Language and Image Processing. IEEE, 2012: 710-715.

[68]  Sheng B, Lin X, Ma L, et al. Non-Photorealistic Virtual Sculpting on Graphics Hardware. Advanced Science Letters, 2012, 10(1): 486-490.

[69]  Li P, Sun H Q, Sheng B, et al. Image stylization with enhanced structure on GPU. Science China Information Sciences (SCI), 2012, 55(5): 1093-1105.

[70]  Shen Y, Lin X, Gao Y, et al. Video composition by optimized 3D mean-value coordinates. Computer Animation & Virtual Worlds (SCI), 2012, 23(3-4): 179-190.

[71]   Lin X, Sheng B, Ma L Z, et al. Seamlet carving for shape-aware image resizing. Science China Information Sciences (SCI), 2012, 55(5): 1073-1081.

[72]  Zhang Y, Lin W, Sheng B, et al. Facial expression mapping based on elastic and muscle-distribution-based models. IEEE International Symposium on Circuits and Systems, 2012, 57(1): 2685-2688.

[73]  Chen J, Xie Z, Sheng B, et al. Motion deblurring from a single image using gradient enhancement. International Conference on Virtual Reality Continuum and ITS Applications in Industry (VRCAI). ACM, 2011: 293-300.

[74]  Li Y, Xie Z, Sheng B, et al. Seamless image composition with coherent tone adjustment. International Conference on Virtual Reality Continuum and ITS Applications in Industry (VRCAI). ACM, 2011: 149-154.

[75]  Dan, Wu, Dawei, et al. Determining event ordering in mobile ad hoc networks. International Conference on Computer Science and Network Technology. IEEE, 2011: 1375-1381.

[76]  Li X, Lin X, Gao Y, et al. GPU-based Motion Blending for Motion Graphs. International Conference on Computational and Information Sciences. IEEE, 2011: 955-959.

[77]  Sheng B, Sun H, Chen S, et al. Colorization Using the Rotation-Invariant Feature Space. IEEE Computer Graphics & Applications (SCI), 2011, 31(2): 24-35.

[78]  Sheng B, Meng W, Sun H, et al. MCGIM-Based Model Streaming for Realtime Progressive Rendering. Journal of Computer Science and Technology (SCI), 2011, 26(1): 166-175.

[79]  Meng W, Sheng B, Lv W, Wu E. Differential geometry images: remeshing and morphing with local shape preservation. Visual Computer (SCI), 2010, 26(1): 51-62.

[80]  Jiao S, Sheng B, Sun H, et al. Furry stylized texel-rendering in images and videos. International Conference on Information, Communications and Signal Processing. IEEE Press, 2009: 861-865.

[81]  Sheng B, Sun H. Efficient deformable geometry image-maps. ACM Symposium on Virtual Reality Software and Technology (VRST). ACM, 2010: 93-94.

[82]  Yang M, Sheng B, Wu E, et al. Multi-level tree branch modeling and animation. 11th IEEE international conference on computer-aided design and computer graphics, 2009: 96-99.

[83]  Sheng B, Li P, Sun H. Image-Based Material Restyling with Fast Non-local Means Filtering. International Conference on Image & Graphics. IEEE Computer Society, 2009: 841-846.

[84]  Sheng B, Sun H, Yang G, et al. Furstyling on angle-split shell textures. Computer Animation & Virtual Worlds (SCI), 2009, 20(2-3): 205-213.

[85]  Sheng B, Zhu J, Wu E, et al. Lumiproxy: A Hybrid Representation of Image-Based Models. Journal of Computer Science & Technology (SCI), 2009, 24(3): 578-587.

[86]  Sheng B, Sun H, Liu B, et al. GPU-based refraction and caustics rendering on depth textures. International Conference on Virtual Reality Continuum and ITS Applications in Industry. ACM, 2009: 139-144.

[87]  Yang M, Sheng B, Wu E, et al. Multi-resolution tree motion synthesis in angular shell space. International Conference on Virtual Reality Continuum and ITS Applications in Industry, ACM, 2009: 47-52.

[88]  Meng W, Sheng B, Wang S, et al. Interactive image deformation using cage coordinates on GPU. International Conference on Virtual Reality Continuum and ITS Applications in Industry. ACM, 2009: 119-126.

[89]  Sheng B, Wu E, Sun H. Sketching freeform meshes using graph rotation functions. Visual Computer (SCI), 2008, 24(7-9): 745-752.

[90]  Sheng B, Wu E. Image-Based Model Reconstruction Using Textured Planes.  International Conference on Image and Graphics. IEEE, 2007: 1004-1009.

[91]  Sheng B, Wu E. Progressive Streaming of Irregular Meshes Using Geometry Images. Technologies for E-Learning and Digital Entertainment. Springer Berlin Heidelberg, 2007: 560-571.

[92]  Sheng B, Wu E. View-dependent mesh streaming using multi-chart geometry images. ACM Symposium on Virtual Reality Software and Technology. ACM, 2007: 245-246.

[93]  Sheng B, Wu E. Topology-Consistent Design for 3D Freeform Meshes with Harmonic Interpolation. Entertainment Computing – ICEC 2007. Springer Berlin Heidelberg, 2007: 121-132.

[94]  Chi X, Sheng B, Chen Y, et al. Simulation of autumn leaves. ACM SIGGRAPH, Poster, 2007: 36.

[95]  Sheng B, Wu E. Walking into Images: Virtual Plane Mosaics for Plenoptic Modeling.  IEEE Virtual Reality, 2007: 187-194.

[96]  Sheng B, Wu E. View-Dependent Rendering of Virtual Plane Models. International Conference on Artificial Reality and Telexistence--Workshops. IEEE, 2006: 562-565.

[97]  Sheng B, Wu E. Laplacian-based Design: Sketching 3D Shape. International Journal of Virtual Reality, 2006, 5(3): 59-65.

中文刊物

[1] 曹鸿吉, 盛斌, 吴雯, 吴恩华. 基于改进K-Means的腹内脂肪自动定量检测算法. 计算机辅助设计与图形学学报, 20中文17, 29(04): 575-583.  

[2] 姜旭东, 盛斌, 马利庄, 申瑞民, 吴恩华. 基于自适应延迟切割的三角网格布尔运算优化.软件学报, 2016, 27(10): 2473-2487. (2016-08-09).

[3] 谯从彬, 盛斌, 吴雯,马利庄. 基于运动分割的视频去模糊. 计算机辅助设计与图形学学报, 2015, 27(11): 2108-2115.

[4] 殷本俊, 陈燕, 李华婷, 吴雯, 盛斌. 基于Morlet小波变换的视网膜血管分割. 计算机辅助设计与图形学学报, 2015, 27(07): 1263-1270.

[5] 杨溢, 盛斌, 吴雯, 马利庄. 基于矩形波谱分析的图像显著性检测. 浙江大学学报(理学版), 2015, 42(01): 1-8. (2015-01-04).

[6]沈洋, 林晓, 谢志峰盛斌, 马利庄. 交互式前景抠图技术综述. 计算机辅助设计与图形学学报, 26(4): 511—519, 2014

[7] 迟小羽, 盛斌, 杨猛, 陈彦云, 吴恩华. 秋季植物叶子表观的模拟. 软件学报, 2009, 20(03): 702-712.

[8] 迟小羽, 盛斌, 陈彦云, 吴恩华. 基于物理的植物叶子形态变化过程仿真造型. 计算机学报, 2009, 32(02): 221-230.

[9] 盛斌, 吴恩华. 虚平面映射:深度图像内部视点的绘制技术. 软件学报, 2008, (07): 1806-1816.

[10] 蔡宇文, 盛斌, 马利庄. 优化分割的手绘图像彩色化技术. 计算机辅助设计与图形学学报, 2013, 25(06): 774-781.

[11] 张璐, 盛斌, 马利庄. 分区域去运动模糊.中国图象图形学报, 2013, 8(04): 467-475.

 

2010 Utrecht Short Stay PhD Fellowship China and India—Joint Research Project “GPU-based Motion Synthesis and Footstep Animation” (Mentor: Dr. A. Egges & Prof . Mark Overmars)


National Science Foundation of China (NSFC). 


Open fund of State Key Lab. of  CAD&CG, Zhejiang University. 


Open fund of National Lab. of Pattern Recognition, Inst. of Automation, Chinese Academy of Sciences.

Shanghai Pujiang Scholar (2013)
SJTU "Morning Star" Resaearch Award (2013)
Associate Editor, IET Image Processing (SCI Journal), 2015.07-

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