- Giammarino, V., Queeney, J., Paschalidis, I.C., "Adversarial Imitation Learning from Visual Observations using Latent Information", Transactions on Machine Learning Research (TMLR), June 2024.
BibTeX TR2024-068 PDF- @article{Giammarino2024jun,
- author = {Giammarino, Vittorio and Queeney, James and Paschalidis, Ioannis Ch.},
- title = {Adversarial Imitation Learning from Visual Observations using Latent Information},
- journal = {Transactions on Machine Learning Research (TMLR)},
- year = 2024,
- month = jun,
- issn = {2835-8856},
- url = {https://www.merl.com/publications/TR2024-068}
- }
- Hu, W., Pang, J., Liu, X., Tian, D., Lin, C.-W., Vetro, A., "Graph Signal Processing for Geometric Data and Beyond: Theory and Applications", IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2021.3111440, Vol. 24, pp. 3961-3977, September 2021.
BibTeX TR2021-121 PDF- @article{Hu2021oct,
- author = {Hu, Wei and Pang, Jiahao and Liu, Xianming and Tian, Dong and Lin, Chia-Wen and Vetro, Anthony},
- title = {Graph Signal Processing for Geometric Data and Beyond: Theory and Applications},
- journal = {IEEE Transactions on Multimedia},
- year = 2021,
- volume = 24,
- pages = {3961--3977},
- month = sep,
- doi = {10.1109/TMM.2021.3111440},
- issn = {1941-0077},
- url = {https://www.merl.com/publications/TR2021-121}
- }
- Cherian, A., Wang, J., "Generalized One-Class Learning Using Pairs of Complementary Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2021.3092999, June 2021.
BibTeX TR2021-076 PDF Software- @article{Cherian2021jun,
- author = {Cherian, Anoop and Wang, Jue},
- title = {Generalized One-Class Learning Using Pairs of Complementary Classifiers},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2021,
- month = jun,
- doi = {10.1109/TPAMI.2021.3092999},
- url = {https://www.merl.com/publications/TR2021-076}
- }
- Jones, M.J., Ramachandra, B., Vatsavai, R., "A Survey of Single-Scene Video Anomaly Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2020.3040591, Vol. 44, No. 5, pp. 2293-2312, November 2020.
BibTeX TR2021-029 PDF- @article{Jones2020nov,
- author = {Jones, Michael J. and Ramachandra, Bharathkumar and Vatsavai, Ranga},
- title = {A Survey of Single-Scene Video Anomaly Detection},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2020,
- volume = 44,
- number = 5,
- pages = {2293--2312},
- month = nov,
- doi = {10.1109/TPAMI.2020.3040591},
- url = {https://www.merl.com/publications/TR2021-029}
- }
- Wang, J., Cherian, A., "Discriminative Video Representation Learning Using Support Vector Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2019.2937292, August 2019.
BibTeX TR2019-107 PDF- @article{Wang2019aug,
- author = {Wang, Jue and Cherian, Anoop},
- title = {Discriminative Video Representation Learning Using Support Vector Classifiers},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2019,
- month = aug,
- doi = {10.1109/TPAMI.2019.2937292},
- url = {https://www.merl.com/publications/TR2019-107}
- }
- Berntorp, K., Di Cairano, S., "Particle Filtering for Automotive: A survey", International Conference on Information Fusion (FUSION), July 2019, pp. 1-8.
BibTeX TR2019-069 PDF- @inproceedings{Berntorp2019jul,
- author = {Berntorp, Karl and Di Cairano, Stefano},
- title = {Particle Filtering for Automotive: A survey},
- booktitle = {22th International Conference on Information Fusion},
- year = 2019,
- pages = {1--8},
- month = jul,
- isbn = {978-0-9964527-8-6},
- url = {https://www.merl.com/publications/TR2019-069}
- }
- Nowara, E., Marks, T.K., Mansour, H., Nakamura, Y., Veeraraghavan, A., "SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM, June 2018, pp. 1272-1281.
BibTeX TR2018-067 PDF- @inproceedings{Nowara2018jun,
- author = {Nowara, Ewa and Marks, Tim K. and Mansour, Hassan and Nakamura, Yudai and Veeraraghavan, Ashok},
- title = {SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Physiological Measurement (CVPM},
- year = 2018,
- pages = {1272--1281},
- month = jun,
- url = {https://www.merl.com/publications/TR2018-067}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- 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}
- }
- Tambe, S., Veeraraghavan, A., Agrawal, A., "Towards Motion-Aware Light Field Video for Dynamic Scenes", IEEE International Conference on Computer Vision (ICCV), December 2013.
BibTeX TR2013-111 PDF- @inproceedings{Tambe2013dec,
- author = {Tambe, S. and Veeraraghavan, A. and Agrawal, A.},
- title = {Towards Motion-Aware Light Field Video for Dynamic Scenes},
- booktitle = {IEEE International Conference on Computer Vision (ICCV)},
- year = 2013,
- month = dec,
- url = {https://www.merl.com/publications/TR2013-111}
- }
- Tian, D., Zou, F., Lee, C., Vetro, A., Sun, H., "Analysis of View Synthesis Prediction Architectures in Modern Coding Standards", SPIE Conference on Applications of Digital Image Processing, DOI: 10.1117/12.2025148, September 2013, vol. 8856.
BibTeX TR2013-076 PDF- @inproceedings{Tian2013sep1,
- author = {Tian, D. and Zou, F. and Lee, C. and Vetro, A. and Sun, H.},
- title = {Analysis of View Synthesis Prediction Architectures in Modern Coding Standards},
- booktitle = {SPIE Conference on Applications of Digital Image Processing},
- year = 2013,
- volume = 8856,
- month = sep,
- doi = {10.1117/12.2025148},
- url = {https://www.merl.com/publications/TR2013-076}
- }
- Fang, L., Cheung, N.-M., Tian, D., Vetro, A., Sun, H., Yu, L., "Synthesis Distortion Estimation in 3D Video Using Frequency and Spatial Analysis", IEEE International Conference on Image Processing (ICIP), September 2013.
BibTeX TR2013-087 PDF- @inproceedings{Fang2013sep,
- author = {Fang, L. and Cheung, N.-M. and Tian, D. and Vetro, A. and Sun, H. and Yu, L.},
- title = {Synthesis Distortion Estimation in 3D Video Using Frequency and Spatial Analysis},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2013,
- month = sep,
- url = {https://www.merl.com/publications/TR2013-087}
- }
- Zou, F., Tian, D., Vetro, A., Ortega, A., "View Synthesis Prediction Using Adaptive Depth Quantization for 3D Video Coding", IEEE International Conference on Image Processing (ICIP), September 2013.
BibTeX TR2013-085 PDF- @inproceedings{Zou2013sep2,
- author = {Zou, F. and Tian, D. and Vetro, A. and Ortega, A.},
- title = {View Synthesis Prediction Using Adaptive Depth Quantization for 3D Video Coding},
- booktitle = {IEEE International Conference on Image Processing (ICIP)},
- year = 2013,
- month = sep,
- url = {https://www.merl.com/publications/TR2013-085}
- }
- Graziosi, D.B., Rodrigues, N.M.M., de Faria, S.M.M., Tian, D., Vetro, A., "Analysis of Depth Map Resampling Filters for Depth-based 3D Video Coding", Conference on Telecommunications (Conftele), May 2013.
BibTeX TR2013-033 PDF- @inproceedings{Graziosi2013may,
- author = {Graziosi, D.B. and Rodrigues, N.M.M. and {de Faria}, S.M.M. and Tian, D. and Vetro, A.},
- title = {Analysis of Depth Map Resampling Filters for Depth-based 3D Video Coding},
- booktitle = {Conference on Telecommunications (Conftele)},
- year = 2013,
- month = may,
- url = {https://www.merl.com/publications/TR2013-033}
- }
- Vetro, A., Tian, D., "Analysis of 3D and Multiview Extensions of the Emerging HEVC Standard", SPIE Conference on Applications of Digital Image Processing, August 2012.
BibTeX TR2012-068 PDF- @inproceedings{Vetro2012aug,
- author = {Vetro, A. and Tian, D.},
- title = {Analysis of 3D and Multiview Extensions of the Emerging HEVC Standard},
- booktitle = {SPIE Conference on Applications of Digital Image Processing},
- year = 2012,
- month = aug,
- url = {https://www.merl.com/publications/TR2012-068}
- }
- Turaga, P., Veeraraghavan, A., Srivastava, A., Chellappa, R., "Statistical Computations on Grassmann and Stiefel Manifolds for Image and Video-Based Recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 11, pp. 2273-2286, April 2011.
BibTeX TR2011-084 PDF- @article{Turaga2011apr,
- author = {Turaga, P. and Veeraraghavan, A. and Srivastava, A. and Chellappa, R.},
- title = {Statistical Computations on Grassmann and Stiefel Manifolds for Image and Video-Based Recognition},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2011,
- volume = 33,
- number = 11,
- pages = {2273--2286},
- month = apr,
- url = {https://www.merl.com/publications/TR2011-084}
- }
- Garaas, T.W., "Sensor Placement Tool for Rapid Development of Video Sensor Layouts", Symposium on Simulation for Architecture and Urban Design (SimAUD), April 2011, pp. 134-137.
BibTeX TR2011-020 PDF- @inproceedings{Garaas2011apr,
- author = {Garaas, T.W.},
- title = {Sensor Placement Tool for Rapid Development of Video Sensor Layouts},
- booktitle = {Symposium on Simulation for Architecture and Urban Design (SimAUD)},
- year = 2011,
- pages = {134--137},
- month = apr,
- url = {https://www.merl.com/publications/TR2011-020}
- }
- Ramachandran, M., Veeraraghavan, A., Chellappa, R., "A Fast Bilinear Structure from Motion Algorithm Using a Video Sequence and Inertial Sensors", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 1, pp. 186-193, January 2011.
BibTeX TR2011-042 PDF- @article{Ramachandran2011jan,
- author = {Ramachandran, M. and Veeraraghavan, A. and Chellappa, R.},
- title = {A Fast Bilinear Structure from Motion Algorithm Using a Video Sequence and Inertial Sensors},
- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
- year = 2011,
- volume = 33,
- number = 1,
- pages = {186--193},
- month = jan,
- issn = {0162-8828},
- url = {https://www.merl.com/publications/TR2011-042}
- }
- Chaudhry, R., Ivanov, Y., "Fast Approximate Nearest Neighbor Methods for Non-Euclidean Manifolds with Applications to Human Activity Analysis in Videos", European Conference on Computer Vision (ECCV), September 2010.
BibTeX TR2010-087 PDF- @inproceedings{Chaudhry2010sep,
- author = {Chaudhry, R. and Ivanov, Y.},
- title = {Fast Approximate Nearest Neighbor Methods for Non-Euclidean Manifolds with Applications to Human Activity Analysis in Videos},
- booktitle = {European Conference on Computer Vision (ECCV)},
- year = 2010,
- month = sep,
- url = {https://www.merl.com/publications/TR2010-087}
- }
- Ye, Z., Duan, C., Orlik, P.V., Zhang, J., Abouzeid, A.A., "A Synchronization Design for UWB-Based Wireless Multimedia Systems", IEEE Transactions on Broadcasting, DOI: 10.1109/TBC.2010.2042499, Vol. 56, No. 2, pp. 211-225, June 2010.
BibTeX TR2010-062 PDF- @article{Ye2010jun,
- author = {Ye, Z. and Duan, C. and Orlik, P.V. and Zhang, J. and Abouzeid, A.A.},
- title = {A Synchronization Design for UWB-Based Wireless Multimedia Systems},
- journal = {IEEE Transactions on Broadcasting},
- year = 2010,
- volume = 56,
- number = 2,
- pages = {211--225},
- month = jun,
- doi = {10.1109/TBC.2010.2042499},
- url = {https://www.merl.com/publications/TR2010-062}
- }