Research StatementMy research interests fall in the field of Computer Graphics and Computer Vision with an emphasis on point cloud processing.
Recent Publications
Yangyan Li, Hao Su, Charles R. Qi, Noa Fish, Daniel Cohen-Or, and Leonidas J. Guibas, Joint Embeddings of Shapes and Images via CNN Image Purification, Transactions on Graphics (Special issue of SIGGRAPH Asia 2015).
@article{lsqfcg-jesicip-15,
Author = {Li, Yangyan and Su, Hao and Qi, Charles Ruizhongtai and Fish, Noa
and Cohen-Or, Daniel and Guibas, Leonidas J.},
Title = {Joint Embeddings of Shapes and Images via CNN Image Purification},
Journal = {ACM Trans. Graph.},
Year = {2015}
}
Hao Su, Charles R. Qi, Yangyan Li and Leonidas J. Guibas, Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views, The 15th International Conference on Computer Vision (ICCV), Santiago, Chile, November 2015.
@InProceedings{sqlg-rfc-15,
Title={Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views},
Author={Su, Hao and Qi, Charles R. and Li, Yangyan and Guibas, Leonidas J.},
Booktitle={The IEEE International Conference on Computer Vision (ICCV)},
month = {December},
Year= {2015}
}
Matthew Fisher, Manolis Savva, Yangyan Li, Pat Hanrahan and Matthias Niessner, Activity-centric Scene Synthesis for Functional 3D Scene Modeling, Transactions on Graphics (Special issue of SIGGRAPH Asia 2015).
@article{fslhn-acssf3sm-15,
author = {Fisher, Matthew and Savva, Manolis and Li, Yangyan and Hanrahan, Pat and Nie{ss}ner, Matthias},
title = {Activity-centric Scene Synthesis for Functional 3D Scene Modeling},
journal = {ACM Transactions on Graphics (TOG)},
publisher = {ACM},
year = {2015},
volume = {34},
number = {6}
}
Yangyan Li, Angela Dai, Leonidas Guibas, Matthias Niessner, Database-Assisted Object Retrieval for Real-Time 3D Reconstruction, Computer Graphics Forum (Special Issue of Eurographics 2015).
@inproceedings{ldgn-daorrt3r-15,
title={Database-Assisted Object Retrieval for Real-Time 3D Reconstruction},
author={Li, Yangyan and Dai, Angela and Guibas, Leonidas and Nie{ss}ner, Matthias},
booktitle={Computer Graphics Forum},
volume={34},
number={2},
pages={},
year={2015},
organization={Wiley Online Library}
}
H. Su, Q. Huang and N.J. Mitra,Y. Li and L. Guibas, Estimating image depth using shape collections, Transactions on Graphics (Special issue of SIGGRAPH 2014).
@article{shmlg_imageDepth_sig14,
AUTHOR = "Hao Su and Qixing Huang and Niloy J. Mitra and Yangyan Li and Leonidas Guibas",
TITLE = "Estimating Image Depth Using Shape Collections",
JOURNAL = "Transactions on Graphics (Special issue of SIGGRAPH 2014)",
YEAR = "2014",
numpages = {11},
}
Yangyan Li, Xiaochen Fan, Niloy J. Mitra, Daniel Chamovitz, Daniel Cohen-Or, and Baoquan Chen, Analyzing Growing Plants from 4D Point Cloud Data, ACM Trans. on Graphics (Proc. of SIGGRAPH Asia 2013), 32(6).
@ARTICLE{lfmccc-agp4pcd-13,
title = {Analyzing Growing Plants from 4D Point Cloud Data},
author = {Yangyan Li and Xiaochen Fan and Niloy J. Mitra and Daniel Chamovitz and Daniel Cohen-Or and Baoquan Chen},
journal = {ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2013)},
volume = {32},
issue = {6},
pages = {},
year = {2013},
url={http://doi.acm.org/10.1145/2508363.2508368},
doi={10.1145/2508363.2508368}
}
Yangyan Li, Qian Zheng, Andrei Sharf, Daniel Cohen-Or, Baoquan Chen and Niloy J. Mitra, 2D-3D Fusion for Layer Decomposition of Urban Facades, The 13th International Conference on Computer Vision (ICCV), Barcelona, Spain, November 2011.
@INPROCEEDINGS{lzsccm-23flduf-11,
author={Yangyan Li and Qian Zheng and Sharf, A. and Cohen-Or, D. and Baoquan Chen and Mitra, N.J.},
booktitle={Computer Vision (ICCV), 2011 IEEE International Conference on},
title={2D-3D fusion for layer decomposition of urban facades},
year={2011},
pages={882-889},
doi={10.1109/ICCV.2011.6126329},
ISSN={1550-5499},}
Yangyan Li, Xiaokun Wu, Yiorgos Chrysanthou, Andrei Sharf, Daniel Cohen-Or and Niloy J. Mitra, GlobFit: Consistently Fitting Primitives by Discovering Global Relations, ACM Trans. on Graphics (Proc. of SIGGRAPH 2011), 30(4).
@article{lwcscm-gfcfpdgr-11,
author = {Li, Yangyan and Wu, Xiaokun and Chrysathou, Yiorgos and Sharf, Andrei and Cohen-Or, Daniel and Mitra, Niloy J.},
title = {GlobFit: consistently fitting primitives by discovering global relations},
journal = {ACM Trans. Graph.},
issue_date = {July 2011},
volume = {30},
number = {4},
month = jul,
year = {2011},
issn = {0730-0301},
pages = {52:1--52:12},
articleno = {52},
numpages = {12},
url = {http://doi.acm.org/10.1145/2010324.1964947},
doi = {10.1145/2010324.1964947},
acmid = {1964947},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {3D scanning, RANSAC, data fitting, global relations, symmetry relations},
}
Qian Zheng, Andrei Sharf, Guowei Wan, Yangyan Li, Niloy J. Mitra, Baoquan Chen, Daniel Cohen-Or, Non-local Scan Consolidation for 3D Urban Scene, ACM Trans. on Graphics (Proc. of SIGGRAPH 2010), 29(4).
@article{zswlmcc-nlsc3us-10,
author = {Zheng, Qian and Sharf, Andrei and Wan, Guowei and Li, Yangyan and Mitra, Niloy J. and Cohen-Or, Daniel and Chen, Baoquan},
title = {Non-local scan consolidation for 3D urban scenes},
journal = {ACM Trans. Graph.},
issue_date = {July 2010},
volume = {29},
number = {4},
month = jul,
year = {2010},
issn = {0730-0301},
pages = {94:1--94:9},
articleno = {94},
numpages = {9},
url = {http://doi.acm.org/10.1145/1778765.1778831},
doi = {10.1145/1778765.1778831},
acmid = {1778831},
publisher = {ACM},
address = {New York, NY, USA},
}
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