Yizhou Yu's Publications

Selected Publications

  1. Ruobing Wu, Yizhou Yu, and Wenping Wang, SCaLE: Supervised and Cascaded Laplacian Eigenmaps for Visual Object Recognition Based on Nearest Neighbors, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, June 2013.

  2. J. Ye, Z. Yan, and Y. Yu, Fast Nonrigid 3D Retrieval Using Modal Space Transform, ACM International Conference on Multimedia Retrieval (ICMR), Dallas, April 2013. (paper)

  3. Shibo Gao, Yizhou Yu, and Yongmei Cheng, Linear Subspace Learning Based on a Learned Discriminative Dictionary for Sparse Coding, International Conference on Computer Vision Theory and Applications, Barcelona, February 2013. (paper)

  4. Siming Wei and Yizhou Yu, Subspace Segmentation with A Minimal Squared Frobenius Norm Representation, 21st International Conference on Pattern Recognition (ICPR), Tsukuba, November 2012, pp.3509-3512. (paper)

  5. Zhan Yuan, Yizhou Yu, and Wenping Wang, Object-Space Multiphase Implicit Functions, SIGGRAPH 2012, Los Angeles, August 2012 (ACM Transactions on Graphics, Vol. 31, No. 4, 2012). (paper)

  6. Menglei Chai, Lvdi Wang, Yanlin Weng, Yizhou Yu, Baining Guo, and Kun Zhou, Single-View Hair Modeling for Portrait Manipulation, SIGGRAPH 2012, Los Angeles, August 2012 (ACM Transactions on Graphics, Vol. 31, No. 4, 2012). (paper)

  7. Zhanghui Kuang, Dirk Schnieders, Hao Zhou, K.-Y. Kenneth Wong, Yizhou Yu, and Bo Peng, Learning Image-Specific Parameters for Interactive Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, June 2012, pp.590-597. (paper)

  8. Zicheng Liao, Hughes Hoppe, David Forsyth, and Yizhou Yu, A Subdivision-Based Represenation for Vector Image Editing, IEEE Transactions on Visualization and Computer Graphics, Vol. 18, No. 11, pp.1858-1867, 2012. (paper)

  9. H. Huang, K.K. Yin, L. Zhao, Y. Qi, Yizhou Yu, and X. Tong, Detail-Preserving Controllable Deformation from Sparse Examples, IEEE Transactions on Visualization and Computer Graphics, Vol. 18, No. 8, pp.1215-1227, 2012. (paper)

  10. Baoyuan Wang and Yizhou Yu, Parallel H-Tree Based Data Cubing on Graphics Processors, International Journal of Software and Informatics, Vol. 6, No. 1, pp.61-87, 2012. (paper)

  11. Lvdi Wang, Yizhou Yu, Kun Zhou, and Baining Guo, Multiscale Vector Volumes, SIGGRAPH Asia 2011, Hong Kong, December 2011 (ACM Transactions on Graphics, Vol. 30, No. 6, 2011). (paper)

  12. Baoyuan Wang, Yizhou Yu, and Ying-Qing Xu, Example-Based Image Color and Tone Style Enhancement, SIGGRAPH 2011, Vancouver, August 2011 (ACM Transactions on Graphics, Vol. 30, No. 4, 2011). (paper | supplemental)

  13. H. Huang, L. Zhao, K.K. Yin, Y. Qi, Yizhou Yu, and X. Tong, Controllable Hand Deformation from Sparse Examples with Rich Details, ACM SIGGRAPH/Eurographics Symposium on Computer Animation , Vancouver, August 2011. (Best Paper Award) (paper)

  14. Yugang Liu, Leiting Chen, and Yizhou Yu, Diffusion Kurtosis Imaging Based on Adaptive Spherical Integral, IEEE Signal Processing Letters, Vol. 18, No. 4, pp.243-246, 2011. (paper)

  15. Wei-Wen Feng, Yizhou Yu, and Byung-Uck Kim, A Deformation Transformer for Real-Time Cloth Animation, SIGGRAPH 2010, Los Angeles, July 2010 (ACM Transactions on Graphics, Vol. 29, No. 4, 2010). (paper | datasets)

  16. Baoyuan Wang, Yizhou Yu, Tien-Tsin Wong, Chun Chen, and Ying-Qing Xu, Data-Driven Image Color Theme Enhancement, SIGGRAPH Asia 2010, Seoul, December 2010 (ACM Transactions on Graphics, Vol. 29, No. 6, 2010). (paper | supplemental)

  17. Lvdi Wang, Kun Zhou, Yizhou Yu, and Baining Guo, Vector Solid Textures, SIGGRAPH 2010, Los Angeles, July 2010 (ACM Transactions on Graphics, Vol. 29, No. 4, 2010). (paper)

  18. Wei-Wen Feng, Byung-Uck Kim, Yizhou Yu, Liang Peng, and John Hart, Feature-Preserving Triangular Geometry Images for Level-of-Detail Representation of Static and Skinned Meshes, ACM Transactions on Graphics, Vol. 29, No. 2, Article 11, March 2010. (paper)

  19. Hanqi Fan, Yizhou Yu and Qunsheng Peng, Robust Feature-Preserving Mesh Denoising Based on Consistent Sub-Neighborhoods, IEEE Transactions on Visualization and Computer Graphics, Vol. 16, No. 2, pp.312-324, 2010. (paper)

  20. Zicheng Liao, Yizhou Yu, and Baoquan Chen, Anomaly Detection in GPS Data Based on Visual Analytics, IEEE Conference on Visual Analytics Science and Technology (IEEE VAST), Salt Lake City, October 2010, pp.51-58. (paper)

  21. S. Wei, J. Hua, C. Chen, J. Bu, and Y. Yu , Bayesian Regularization of Diffusion Tensor Images Using Hierarchical MCMC and Loopy Belief Propagation, 17th IEEE International Conference on Image Processing (ICIP), September 2010. (paper)

  22. Byung-Uck Kim, Wei-Wen Feng and Yizhou Yu, Real-Time Data-Driven Deformation with Affine Bones, Computer Graphics International, Singapore, June 2010 (The Visual Computer, 2010). (paper)

  23. B. Wang, G. Chen, J. Bu, and Y. Yu, Multiscale Visualization of Relational Databases Using Layered Zoom Trees and Partial Data Cubes, International Conference on Information Visualization Theory and Applications, Angers, France, May 2010. (paper)

  24. Tian Xia, Qing Wu, Chun Chen and Yizhou Yu, Lazy Texture Selection Based on Active Learning, The Visual Computer, Vol. 26, No. 3, pp.157-169, 2010. (paper)

  25. Tian Xia, Binbin Liao and Yizhou Yu, Patch-Based Image Vectorization with Automatic Curvilinear Feature Alignment, SIGGRAPH Asia 2009, Yokohama, December 2009 (ACM Transactions on Graphics, Vol. 28, No. 5, 2009). (paper | supplemental)

  26. S. Lee, D. Lischinski, and Y. Yu (eds.), Computer Graphics Forum, Vol. 28, No. 7, 2009 (special issue for Pacific Graphics 2009).

  27. L. Wang, Y. Yu, K. Zhou and B. Guo, Example-Based Hair Geometry Synthesis, SIGGRAPH 2009, New Orleans, August 2009 (ACM Transactions on Graphics, Vol. 28, No. 3, 2009). (paper | supplemental)

  28. Qing Wu, Chun Chen and Yizhou Yu, Wavelet-Based Hybrid Multilinear Models for Multidimensional Image Approximation, 15th IEEE International Conference on Image Processing (ICIP), pp.2828-2831, San Diego, October 2008. (pdf)

  29. J. Xu, X. Jin, Yizhou Yu, and T. Shen, Shape Constrained Flock Animation, International Conference on Computer Animation and Social Agents, Seoul, September 2008 (Computer Animation and Virtual Worlds, Vol. 19, No. 3-4, pp.319-330). (pdf)

  30. Wei-Wen Feng, Byung-Uck Kim, and Yizhou Yu, Real-Time Data-Driven Deformation Using Kernel Canonical Correlation Analysis, SIGGRAPH 2008, Los Angeles, August 2008 (ACM Transactions on Graphics, Vol. 27, No. 3, Article 91, 9 pages, 2008). (pdf)

  31. Q. Wu, T. Xia, C. Chen, H.-Y. Lin, H. Wang, and Yizhou Yu, Hierarchical Tensor Approximation of Multi-Dimensional Visual Data, IEEE Transactions on Visualization and Computer Graphics, Vol. 14, No. 1, 2008, pp.186-199. (pdf)

  32. W. Xu, K. Zhou, Yizhou Yu, Q. Tan, Q. Peng, and B. Guo, Gradient Domain Editing of Deforming Mesh Sequences, SIGGRAPH 2007, San Diego, August 2007 (ACM Transactions on Graphics, Vol. 26, No. 3, Article 84, 10 pages, 2007). (pdf)

  33. Y. Yu, Laplacian Guided Editing, Synthesis, and Simulation, Pacific Graphics 2007, Maui, October 2007.

  34. Y. Jia, W.-W. Feng, and Y. Yu, Transplanting and Editing Animations on Skinned Meshes, Pacific Graphics 2007, Maui, October 2007, pp.431-435. (pdf)

  35. Qing Wu, Tian Xia, and Yizhou Yu, Hierarchical Tensor Approximation of Multi-Dimensional Images, 14th IEEE International Conference on Image Processing (ICIP), Vol. IV, pp.49-52, San Antonio, September 2007. (pdf)

  36. Wei-Wen Feng, Liang Peng, Yuntao Jia, and Yizhou Yu, Large-Scale Data Management for PRT-Based Real-Time Rendering of Dynamically Skinned Models, Eurographics Symposium on Rendering, Grenoble, June 2007. (pdf)

  37. Qing Wu, Lin Shi, Stephen Bond, and Yizhou Yu, Laplacian Texture Synthesis and Mixing on Surfaces, Pacific Graphics 2006, Taipei, October 2006, pp.50-59. (pdf)

  38. Lin Shi, Yizhou Yu, Nathan Bell, and Wei-Wen Feng, A Fast Multigrid Algorithm for Mesh Deformation, SIGGRAPH 2006, Boston, August 2006 (ACM Transactions on Graphics, Vol. 25, No. 3, 2006, pp.1108-1117). (pdf)

  39. Hongcheng Wang, Qing Wu, Lin Shi, Yizhou Yu, and Narendra Ahuja, Out-of-Core Tensor Approximation of Multi-Dimensional Matrices of Visual Data, SIGGRAPH 2005, Los Angeles, August 2005 (ACM Transactions on Graphics, Vol. 24, No. 3, 2005, pp.527-535). (pdf)

  40. Nathan Bell, Yizhou Yu and Peter J. Mucha, Particle-Based Simulation of Granular Materials, ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Los Angeles, July 2005, pp.77-86. (Best Paper Award) (pdf)

  41. Lin Shi and Yizhou Yu, Taming Liquids for Rapidly Changing Targets, ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Los Angeles, July 2005, pp.229-236. (pdf)

  42. Yizhou Yu and Johnny Chang, Shadow Graphs and 3D Texture Reconstruction, International Journal of Computer Vision (IJCV), Vol. 62, No. 1-2, 2005, pp.35-60. (pdf)

  43. Yizhou Yu and Johnny Chang, Shadow Graphs and Surface Reconstruction, European Conference on Computer Vision (ECCV), Copenhagen, May 2002, pp.31-45 (Vol. II). (pdf)

  44. Lin Shi and Yizhou Yu, Controllable Smoke Animation with Guiding Objects, ACM Transactions on Graphics, Vol. 24, No. 1, 2005, pp.140-164. (pdf)

  45. Lin Shi, Yizhou Yu, Christopher Wojtan and Stephen Chenney, Controllable Motion Synthesis in a Gaseous Medium, The Visual Computer Journal, Vol. 21, No. 7, 2005, pp.474-487. (pdf)

  46. H. Wu and Y. Yu, Photogrammetric Reconstruction of Free-Form Objects with Curvilinear Structures, The Visual Computer Journal, Vol. 21, No. 4, 2005, pp.203-216.

  47. Eiji Sugisaki, Yizhou Yu, Ken Anjyo and Shigeo Morishima , Simulation-Based Cartoon Hair Animation, 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG), Plzen, Czech Republic, January, 2005. (pdf)

  48. Qing Wu and Yizhou Yu, Feature Matching and Deformation for Texture Synthesis, SIGGRAPH 2004, Los Angeles, August 2004 (ACM Transactions on Graphics, Vol. 23, No. 3, 2004, pp.362-365). (pdf)

  49. Y. Yu, K. Zhou, D. Xu, X. Shi, H. Bao, B. Guo and H.-Y. Shum, Mesh Editing with Poisson-Based Gradient Field Manipulation, SIGGRAPH 2004, Los Angeles, August 2004 (ACM Transactions on Graphics, Vol. 23, No. 3, 2004, pp.641-648). (pdf)

  50. Lin Shi and Yizhou Yu, Inviscid and Incompressible Fluid Simulation on Triangle Meshes, Journal of Computer Animation and Virtual Worlds, Volume 15, No. 3-4, 2004, pp.173-181. (pdf)

  51. Yizhou Yu and Qing Wu, Video Metamorphosis Using Dense Flow Fields, Journal of Computer Animation and Virtual Worlds, Volume 15, No. 3-4, 2004, pp.387-397. An extended version is available as UIUC Tech Report No. UIUCDCS-R-2004-2439 (pdf) .

  52. Wei Hong, Yi Ma and Yizhou Yu, Reconstruction of 3-D Symmetric Curves from Perspective Images without Discrete Features, European Conference on Computer Vision (ECCV), Prague, May 2004. (pdf)

  53. D. Edwards, J. Chang, L. Shi, and Y. Yu, Motion Field Estimation for Temporal Textures, Digital Image Computing: Techniques and Applications (DICTA), Sydney, December 2003, pp.389-398. (pdf)

  54. Qing Wu and Yizhou Yu, Two-Level Image Segmentation Based on Region and Edge Integration, Digital Image Computing: Techniques and Applications (DICTA), Sydney, December 2003, pp.957-966. (pdf)

  55. Z. Liu, C. Liu, H.-Y. Shum, and Y. Yu, Pattern-Based Texture Metamorphosis, Pacific Graphics 2002, Beijing, October 2002. (pdf)

  56. Johnny Chang, Jingyi Jin, and Yizhou Yu, A Practical Model for Hair Mutual Interactions, ACM SIGGRAPH Symposium on Computer Animation, San Antonio, July 2002, pp.73-80. (pdf)

  57. Yizhou Yu, Modeling Realistic Virtual Hairstyles, Pacific Graphics 2001, Tokyo, October 2001, pp.295-304. (pdf)

  58. Xinguo Liu, Yizhou Yu, and Harry Shum, Synthesizing Bidirectional Texture Functions for Real-World Surfaces, Proceedings of SIGGRAPH 2001, Los Angeles, CA, August 2001, pp.97-106. (pdf)

  59. Yizhou Yu, Andras Ferencz, and Jitendra Malik, Extracting Objects from Range and Radiance Images, IEEE Transactions on Visualization and Computer Graphics, Vol. 7, No. 4, 2001, pp.351-364. (pdf)

  60. Yizhou Yu, Andras Ferencz, and Jitendra Malik, Compressing Texture Maps for Large Real Environments, SIGGRAPH'2000 Sketch, pp.192, New Orleans, Louisiana, July 2000. (pdf)

  61. Yizhou Yu, Efficient Visibility Processing for Projective Texture-Mapping, In Journal of Computers & Graphics, Vol.23, No.2, 1999. (pdf)

  62. Yizhou Yu, Paul Debevec, Jitendra Malik and Tim Hawkins, Inverse Global Illumination: Recovering Reflectance Models of Real Scenes from Photographs, Proc. of SIGGRAPH 99, Los Angeles, CA, August 1999, pp.215-224. (ps, pdf)

  63. Yizhou Yu and Jitendra Malik, Recovering Photometric Properties of Architectural Scenes from Photographs, Proc. of SIGGRAPH 98, Orlando, Florida, July 1998, pp.207-217. (ps, pdf)

  64. Yizhou Yu, Surface Reconstruction from Unorganized Points Using Self-Organizing Neural Networks, Proc. of IEEE Visualization'99 LBHT, San Francisco, CA, October 1999, pp.61-64. (ps, pdf)

  65. Paul Debevec, Yizhou Yu and George Borshukov, Efficient View-Dependent Image-Based Rendering with Projective Texture-Mapping, Proc. of 9th Eurographics Workshop on Rendering, Vienna, Austria, June 1998, pp.105-116. (ps, pdf)

  66. Yizhou Yu and Hong Wu, A Rendering Equation for Specular Transfers and Its Integration into Global Illumination, Eurographics'97, Budapest, Hugary, September 1997. Also in Journal of Computer Graphics Forum 16, 3, (1997), pp.283-292. (ps, pdf)

  67. Yizhou Yu, Oscar Ibarra and Tao Yang, Parallel Progressive Radiosity with Adaptive Meshing, in Journal of Parallel and Distributed Computing 42, 1 (1997), pp.30-41. (ps, pdf)

  68. Yizhou Yu and Qunsheng Peng, Multiresolution B-spline Radiosity, Eurographics'95, Maastricht, The Netherlands, September 1995. Also in Journal of Computer Graphics Forum 14, 3, (1995), pp.285-298. (ps, pdf)

  69. Yizhou Yu, Clustering with Mean Field Annealing and Unsupervised Learning, 1993 IEEE Region 10 International Conference on Digital Signal Processing Applications (TENCON), pp.774-777.



    PH.D. Thesis

  70. Yizhou Yu, Modeling and Editing Real Scenes with Image-Based Techniques, Ph.D. thesis, University of California at Berkeley, July 2000. (pdf)

    An article in the Computer Graphics World magazine.


    Tutorials

  71. Y. Yu (organizer), K. Dana, H. Rushmeier, S. Marschner, S. Premoze, and Y. Sato, Image-based Surface Details, SIGGRAPH'2000 course notes, New Orleans, Louisiana, July 2000. (notes)

  72. Y. Yu, Shape from Shadows, CVonline, Bob Fisher(editor).

  73. J.-Y. Bouguet, L. McMillan, M. Pollefeys, Y. Yu, D. Wood, H. Pfister, Y. Sato, and R. Grzeszczuk, Acquisition and Visualization of Surface Light Fields, SIGGRAPH 2001 course notes.

  74. S. Marschner, R. Ramamoorthi, S. Boivin, G. Drettakis, H. P.A. Lensch, and Y. Yu, Acquiring Material Models Using Inverse Rendering, SIGGRAPH 2002 course notes.

  75. Y. Ma, S. Soatto, J. Kosecka, R. Vidal, and Y. Yu, Multiple-View Geometry for Image-Based Modeling, SIGGRAPH 2003 course notes.

  76. N. Magnenat-Thalmann, A. Bruderlin, S. Hadap, T.-Y. Kim, I. Neulander, H. Rijpkema, P. Volino, Y. Yu, Photorealistic Hair Modeling, Animation, and Rendering, SIGGRAPH 2004 and 2003 course notes.


    Video

  77. P. Debevec, G. Borshukov, Y.Yu et al. FACADE: Modeling and Rendering Architecture from Photographs and The Campanile Model, SIGGRAPH'97 Electronic Theatre (Visual Proceedings, pp.254).


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