- Shen, Y., Feng, C., Yang, Y., Tian, D., "Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018.
BibTeX TR2018-041 PDF Software- @inproceedings{Shen2018jun,
- author = {Shen, Yiru and Feng, Chen and Yang, Yaoqing and Tian, Dong},
- title = {Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2018,
- month = jun,
- url = {https://www.merl.com/publications/TR2018-041}
- }
- Yang, Y., Feng, C., Shen, Y., Tian, D., "FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2018.00029, June 2018.
BibTeX TR2018-042 PDF Software- @inproceedings{Yang2018jun,
- author = {Yang, Yaoqing and Feng, Chen and Shen, Yiru and Tian, Dong},
- title = {FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2018,
- month = jun,
- doi = {10.1109/CVPR.2018.00029},
- url = {https://www.merl.com/publications/TR2018-042}
- }
- Sugimoto, K., Cohen, R.A., Tian, D., Vetro, A., "Trends in efficient representation of 3D point clouds", APSIPA ASC, DOI: 10.1109/APSIPA.2017.8282059, December 2017.
BibTeX TR2017-189 PDF- @inproceedings{Sugimoto2017dec,
- author = {Sugimoto, Kazuo and Cohen, Robert A. and Tian, Dong and Vetro, Anthony},
- title = {Trends in efficient representation of 3D point clouds},
- booktitle = {APSIPA ASC},
- year = 2017,
- month = dec,
- doi = {10.1109/APSIPA.2017.8282059},
- url = {https://www.merl.com/publications/TR2017-189}
- }
- Cohen, R.A., Krivokuca, M., Feng, C., Taguchi, Y., Ochimizu, H., Tian, D., Vetro, A., "Compression of 3-D point clouds using hierarchical patch fitting", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2017.8297040, September 2017.
BibTeX TR2017-115 PDF- @inproceedings{Cohen2017sep,
- author = {Cohen, Robert A. and Krivokuca, Maja and Feng, Chen and Taguchi, Yuichi and Ochimizu, Hideaki and Tian, Dong and Vetro, Anthony},
- title = {Compression of 3-D point clouds using hierarchical patch fitting},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2017,
- month = sep,
- doi = {10.1109/ICIP.2017.8297040},
- url = {https://www.merl.com/publications/TR2017-115}
- }
- Tian, D., Ochimizu, H., Feng, C., Cohen, R.A., Vetro, A., "Geometric Distortion Metrics for Point Cloud Compression", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2017.8296925, September 2017.
BibTeX TR2017-113 PDF Software- @inproceedings{Tian2017sep,
- author = {Tian, Dong and Ochimizu, Hideaki and Feng, Chen and Cohen, Robert A. and Vetro, Anthony},
- title = {Geometric Distortion Metrics for Point Cloud Compression},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2017,
- month = sep,
- doi = {10.1109/ICIP.2017.8296925},
- url = {https://www.merl.com/publications/TR2017-113}
- }
- Knyazev, A., Gadde, A., Mansour, H., Tian, D., "A Brief Theory of Guided Signal Reconstruction", International Conference on Sampling Theory and Applications (SampTA), July 2017.
BibTeX TR2017-088 PDF- @inproceedings{Knyazev2017jul3,
- author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
- title = {A Brief Theory of Guided Signal Reconstruction},
- booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
- year = 2017,
- month = jul,
- url = {https://www.merl.com/publications/TR2017-088}
- }
- Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-018 PDF- @inproceedings{Kao2017mar,
- author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
- title = {Disc-Glasso: Discriminative Graph Learning with Sparsity Regularization},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-018}
- }
- Knyazev, A., Gadde, A., Mansour, H., Tian, D., "Guided Signal Reconstruction Theory", arXiv, February 2017.
BibTeX arXiv- @article{Knyazev2017feb,
- author = {Knyazev, Andrew and Gadde, Akshay and Mansour, Hassan and Tian, Dong},
- title = {Guided Signal Reconstruction Theory},
- journal = {arXiv},
- year = 2017,
- month = feb,
- url = {https://arxiv.org/abs/1702.00852}
- }
- Tian, D., Sun, H., Vetro, A., "Graph Transformation for Keypoint Trajectory Coding", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2016.7905881, December 2016.
BibTeX TR2016-157 PDF- @inproceedings{Tian2016dec,
- author = {Tian, Dong and Sun, Huifang and Vetro, Anthony},
- title = {Graph Transformation for Keypoint Trajectory Coding},
- booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
- year = 2016,
- month = dec,
- doi = {10.1109/GlobalSIP.2016.7905881},
- url = {https://www.merl.com/publications/TR2016-157}
- }
- Cohen, R.A., Tian, D., Krivokuca, M., Sugimoto, K., Vetro, A., Wakimoto, K., Sekiguchi, S.-I., "Representation and Coding of Large-Scale 3D Dynamic Maps", SPIE Conference on Applications of Digital Image Processing, DOI: 10.1117/12.2237755, September 2016, vol. 9971.
BibTeX TR2016-116 PDF- @inproceedings{Cohen2016sep2,
- author = {Cohen, Robert A. and Tian, Dong and Krivokuca, Maja and Sugimoto, Kazuo and Vetro, Anthony and Wakimoto, Koji and Sekiguchi, Shun-ichi},
- title = {Representation and Coding of Large-Scale 3D Dynamic Maps},
- booktitle = {SPIE Conference on Applications of Digital Image Processing},
- year = 2016,
- volume = 9971,
- month = sep,
- doi = {10.1117/12.2237755},
- url = {https://www.merl.com/publications/TR2016-116}
- }
- Cohen, R.A., Tian, D., Vetro, A., "Attribute compression for sparse point clouds using graph transforms", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2016.7532583, September 2016, pp. 1374-1378.
BibTeX TR2016-112 PDF- @inproceedings{Cohen2016sep,
- author = {Cohen, Robert A. and Tian, Dong and Vetro, Anthony},
- title = {Attribute compression for sparse point clouds using graph transforms},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2016,
- pages = {1374--1378},
- month = sep,
- doi = {10.1109/ICIP.2016.7532583},
- url = {https://www.merl.com/publications/TR2016-112}
- }
- Kao, J.-Y., Tian, D., Mansour, H., Vetro, A., Ortega, A., "Moving object segmentation using depth and optical flow in car driving sequences", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2016.7532309, August 2016, pp. 11-15.
BibTeX TR2016-126 PDF- @inproceedings{Kao2016aug,
- author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Vetro, Anthony and Ortega, Antonio},
- title = {Moving object segmentation using depth and optical flow in car driving sequences},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2016,
- pages = {11--15},
- month = aug,
- doi = {10.1109/ICIP.2016.7532309},
- issn = {2381-8549},
- isbn = {978-1-4673-9961-6},
- url = {https://www.merl.com/publications/TR2016-126}
- }
- Tian, D., Sun, H., Vetro, A., "Keypoint trajectory coding on compact descriptor for video analysis", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2016.7532341, August 2016, pp. 171-175.
BibTeX TR2016-127 PDF- @inproceedings{Tian2016aug,
- author = {Tian, Dong and Sun, Huifang and Vetro, Anthony},
- title = {Keypoint trajectory coding on compact descriptor for video analysis},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2016,
- pages = {171--175},
- month = aug,
- doi = {10.1109/ICIP.2016.7532341},
- issn = {2381-8549},
- isbn = {978-1-4673-9961-6},
- url = {https://www.merl.com/publications/TR2016-127}
- }
- Dicle, C., Mansour, H., Tian, D., Benosman, M., Vetro, A., "Robust Low Rank Dynamic Mode Decomposition for Compressed Domain Crowd and Traffic Flow Analysis", IEEE International Conference on Multimedia and Expo (ICME), DOI: 10.1109/ICME.2016.7552877, July 2016.
BibTeX TR2016-087 PDF- @inproceedings{Dicle2016jul,
- author = {Dicle, Caglayan and Mansour, Hassan and Tian, Dong and Benosman, Mouhacine and Vetro, Anthony},
- title = {Robust Low Rank Dynamic Mode Decomposition for Compressed Domain Crowd and Traffic Flow Analysis},
- booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
- year = 2016,
- month = jul,
- doi = {10.1109/ICME.2016.7552877},
- url = {https://www.merl.com/publications/TR2016-087}
- }
- Mansour, H., Tian, D., Vetro, A., Factorized Robust Matrix Completion, June 2016.
BibTeX TR2016-066 PDF- @book{Mansour2016jun,
- author = {Mansour, Hassan and Tian, Dong and Vetro, Anthony},
- title = {Factorized Robust Matrix Completion},
- year = 2016,
- month = jun,
- url = {https://www.merl.com/publications/TR2016-066}
- }
- Tian, D., Mansour, H., Cohen, R.A., Vetro, A., "Graph Signal Processing for Scene Representation and Analysis", Graph Signal Processing Workshop (GSP), May 2016.
BibTeX TR2016-064 PDF- @inproceedings{Tian2016may,
- author = {Tian, Dong and Mansour, Hassan and Cohen, Robert A. and Vetro, Anthony},
- title = {Graph Signal Processing for Scene Representation and Analysis},
- booktitle = {Graph Signal Processing Workshop (GSP)},
- year = 2016,
- month = may,
- url = {https://www.merl.com/publications/TR2016-064}
- }
- Cohen, R.A., Tian, D., Vetro, A., "Point Cloud Attribute Compression Using 3-D Intra Prediction and Shape-Adaptive Transforms", Data Compression Conference (DCC), March 2016.
BibTeX TR2016-023 PDF- @inproceedings{Cohen2016mar,
- author = {Cohen, Robert A. and Tian, Dong and Vetro, Anthony},
- title = {Point Cloud Attribute Compression Using 3-D Intra Prediction and Shape-Adaptive Transforms},
- booktitle = {Data Compression Conference (DCC)},
- year = 2016,
- month = mar,
- url = {https://www.merl.com/publications/TR2016-023}
- }
- Kao, J.-Y., Tian, D., Mansour, H., Ortega, A., Vetro, A., "Geometric-Guided Label Propagation for Moving Object Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.747933, March 2016, pp. 1531-1535.
BibTeX TR2016-005 PDF- @inproceedings{Kao2016mar,
- author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Ortega, Antonio and Vetro, Anthony},
- title = {Geometric-Guided Label Propagation for Moving Object Detection},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {1531--1535},
- month = mar,
- doi = {10.1109/ICASSP.2016.747933},
- url = {https://www.merl.com/publications/TR2016-005}
- }
- Gadde, A., Knyazev, A., Tian, D., Mansour, H., "Guided Signal Reconstruction with Application to Image Magnification", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/GlobalSIP.2015.7418335, December 2015, pp. 938-942.
BibTeX TR2015-141 PDF- @inproceedings{Gadde2015dec,
- author = {Gadde, A. and Knyazev, A. and Tian, D. and Mansour, H.},
- title = {Guided Signal Reconstruction with Application to Image Magnification},
- booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
- year = 2015,
- pages = {938--942},
- month = dec,
- doi = {10.1109/GlobalSIP.2015.7418335},
- url = {https://www.merl.com/publications/TR2015-141}
- }
- Tian, D., Kao, J.-Y., Mansour, H., Vetro, A., "Graph Spectral Motion Segmentation Based on Motion Vanishing Point Analysis", IEEE International Workshop on Multimedia Signal Processing (MMSP), DOI: 10.1109/MMSP.2015.7340869, October 2015, pp. 1-6.
BibTeX TR2015-122 PDF- @inproceedings{Tian2015oct,
- author = {Tian, D. and Kao, J.-Y. and Mansour, H. and Vetro, A.},
- title = {Graph Spectral Motion Segmentation Based on Motion Vanishing Point Analysis},
- booktitle = {IEEE International Workshop on Multimedia Signal Processing (MMSP)},
- year = 2015,
- pages = {1--6},
- month = oct,
- publisher = {IEEE},
- doi = {10.1109/MMSP.2015.7340869},
- url = {https://www.merl.com/publications/TR2015-122}
- }
- Tian, D., Mansour, H., Vetro, A., "Depth-Weighted Group-Wise Principal Component Analysis for Video Foreground/Background Separation", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2015.7351400, September 2015, pp. 3230-3234.
BibTeX TR2015-111 PDF- @inproceedings{Tian2015sep,
- author = {Tian, D. and Mansour, H. and Vetro, A.},
- title = {Depth-Weighted Group-Wise Principal Component Analysis for Video Foreground/Background Separation},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2015,
- pages = {3230--3234},
- month = sep,
- publisher = {IEEE},
- doi = {10.1109/ICIP.2015.7351400},
- url = {https://www.merl.com/publications/TR2015-111}
- }
- Tian, D., Mansour, H., Vetro, A., Wang, Y., Ortega, A., "Depth-assisted Stereo Video Enhancement Using Graph-based Approaches", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2014.7025013, October 2014, pp. 71-75.
BibTeX TR2014-091 PDF- @inproceedings{Tian2014oct,
- author = {Tian, D. and Mansour, H. and Vetro, A. and Wang, Y. and Ortega, A.},
- title = {Depth-assisted Stereo Video Enhancement Using Graph-based Approaches},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2014,
- pages = {71--75},
- month = oct,
- doi = {10.1109/ICIP.2014.7025013},
- isbn = {978-1-4799-5750-7},
- url = {https://www.merl.com/publications/TR2014-091}
- }
- Tian, D., Knyazev, A., Mansour, H., Vetro, A., "Chebyshev and Conjugate Gradient Filters for Graph Image Denoising", IEEE International Conference on Multimedia and Expo Workshops (ICMEW), DOI: 10.1109/ICMEW.2014.6890711, July 2014, pp. 1-6.
BibTeX TR2014-062 PDF- @inproceedings{Tian2014jul,
- author = {Tian, D. and Knyazev, A. and Mansour, H. and Vetro, A.},
- title = {Chebyshev and Conjugate Gradient Filters for Graph Image Denoising},
- booktitle = {IEEE International Conference on Multimedia and Expo Workshops (ICMEW)},
- year = 2014,
- pages = {1--6},
- month = jul,
- publisher = {IEEE},
- doi = {10.1109/ICMEW.2014.6890711},
- issn = {1945-7871},
- url = {https://www.merl.com/publications/TR2014-062}
- }
- Wang, Y., Ortega, A., Tian, D., Vetro, A., "A Graph-based Joint Bilateral Approach for Depth Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2014.6853724, May 2014, pp. 885-889.
BibTeX TR2014-028 PDF- @inproceedings{Wang2014may,
- author = {Wang, Y. and Ortega, A. and Tian, D. and Vetro, A.},
- title = {A Graph-based Joint Bilateral Approach for Depth Enhancement},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2014,
- pages = {885--889},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP.2014.6853724},
- url = {https://www.merl.com/publications/TR2014-028}
- }
- Zou, F., Tian, D., Vetro, A., Sun, H., Au, O.C., Shimizu, S., "View Synthesis Prediction in the 3D Video Coding Extensions of AVC and HEVC", IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2014.2313891, Vol. PP, No. 99, March 2014.
BibTeX TR2014-055 PDF- @article{Zou2014mar,
- author = {Zou, F. and Tian, D. and Vetro, A. and Sun, H. and Au, O.C. and Shimizu, S.},
- title = {View Synthesis Prediction in the 3D Video Coding Extensions of AVC and HEVC},
- journal = {IEEE Transactions on Circuits and Systems for Video Technology},
- year = 2014,
- volume = {PP},
- number = 99,
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/TCSVT.2014.2313891},
- issn = {1051-8215},
- url = {https://www.merl.com/publications/TR2014-055}
- }