Publications

191 / 2,712 publications found.


  •  Liu, M.-Y.; Mallya, A.; Tuzel, C.O.; Chen, X., "Unsupervised Network Pretraining via Encoding Human Design", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/WACV.2016.7477698, March 2016, pp. 1-9.
    BibTeX Download PDFAbout TR2016-022
    • @inproceedings{Liu2016mar,
    • author = {Liu, M.-Y. and Mallya, A. and Tuzel, C.O. and Chen, X.},
    • title = {Unsupervised Network Pretraining via Encoding Human Design},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2016,
    • pages = {1--9},
    • month = mar,
    • doi = {10.1109/WACV.2016.7477698},
    • url = {http://www.merl.com/publications/TR2016-022}
    • }
  •  Liu, M.-Y.; Lin, A.; Ramalingam, S.; Tuzel, C.O., "Layered Interpretation of Street View Images", Robotics: Science and Systems Conference (RSS), DOI: 10.15607/RSS.2015.XI.025, July 2015.
    BibTeX Download PDFAbout TR2015-073
    • @inproceedings{Liu2015jul,
    • author = {Liu, M.-Y. and Lin, A. and Ramalingam, S. and Tuzel, C.O.},
    • title = {Layered Interpretation of Street View Images},
    • booktitle = {Robotics: Science and Systems Conference (RSS)},
    • year = 2015,
    • month = jul,
    • doi = {10.15607/RSS.2015.XI.025},
    • url = {http://www.merl.com/publications/TR2015-073}
    • }
  •  Ahmed, E.; Jones, M.J.; Marks, T.K., "An Improved Deep Learning Architecture for Person Re-Identification", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7299016, June 2015, pp. 3908-3916.
    BibTeX Download PDFAbout TR2015-076
    • @inproceedings{Jones2015jun,
    • author = {Ahmed, E. and Jones, M.J. and Marks, T.K.},
    • title = {An Improved Deep Learning Architecture for Person Re-Identification},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2015,
    • pages = {3908--3916},
    • month = jun,
    • doi = {10.1109/CVPR.2015.7299016},
    • url = {http://www.merl.com/publications/TR2015-076}
    • }
  •  Papazov, C.; Marks, T.K.; Jones, M.J., "Real-time Head Pose and Facial Landmark Estimation from Depth Images Using Triangular Surface Patch Features", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7299104, June 2015, pp. 4722-4730.
    BibTeX Download PDFAbout TR2015-069
    • @inproceedings{Marks2015jun,
    • author = {Papazov, C. and Marks, T.K. and Jones, M.J.},
    • title = {Real-time Head Pose and Facial Landmark Estimation from Depth Images Using Triangular Surface Patch Features},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2015,
    • pages = {4722--4730},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/CVPR.2015.7299104},
    • url = {http://www.merl.com/publications/TR2015-069}
    • }
  •  Sharma, A.; Tuzel, C.O.; Jacobs, D., "Deep Hierarchical Parsing for Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7298651, ISSN: 1063-6919, June 2015, pp. 530-538.
    BibTeX Download PDFAbout TR2015-057
    • @inproceedings{Sharma2015jun,
    • author = {Sharma, A. and Tuzel, C.O. and Jacobs, D.},
    • title = {Deep Hierarchical Parsing for Semantic Segmentation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2015,
    • pages = {530--538},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/CVPR.2015.7298651},
    • issn = {1063-6919},
    • url = {http://www.merl.com/publications/TR2015-057}
    • }
  •  Sharma, A., Tuzel, O., Jacobs, D., "Deep Hierarchical Parsing for Semantic Segmentation", Tech. Rep. TR2014-125, Mitsubishi Electric Research Laboratories, Cambridge, MA, March 2015.
    BibTeX Download PDFAbout TR2014-125
    • @techreport{MERL_TR2014-125,
    • author = {Sharma, A. and Tuzel, O. and Jacobs, D.},
    • title = {Deep Hierarchical Parsing for Semantic Segmentation},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2014-125},
    • month = mar,
    • year = 2015,
    • url = {http://www.merl.com/publications/TR2014-125/}
    • }
  •  Deng, Y.; Wang, Y.; Teo, K.H.; Harley, R.G., "Space Vector Modulation Method for Modular Multilevel Converters", Conference of the IEEE Industrial Electronics Society (IECON), DOI: 10.1109/IECON>2014.7049213, October 2014, pp. 4715-4721.
    BibTeX Download PDFAbout TR2014-102
    • @inproceedings{Deng2014oct,
    • author = {Deng, Y. and Wang, Y. and Teo, K.H. and Harley, R.G.},
    • title = {Space Vector Modulation Method for Modular Multilevel Converters},
    • booktitle = {Conference of the IEEE Industrial Electronics Society (IECON)},
    • year = 2014,
    • pages = {4715--4721},
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/IECON>2014.7049213},
    • url = {http://www.merl.com/publications/TR2014-102}
    • }
  •  Wang, Y.; Fang, H.; Sahinoglu, Z.; Wada, T.; Hara, S., "Adaptive Estimation of the State of Charge for Lithium-Ion Batteries: Nonlinear Geometric Observer Approach", IEEE Transactions on Control Systems Technology, DOI: 10.1109/TCST.2014.2356503, ISSN: 1063-6536, Vol. PP, No. 99, September 2014.
    BibTeX Download PDFAbout TR2014-094
    • @article{Wang2014sep1,
    • author = {Wang, Y. and Fang, H. and Sahinoglu, Z. and Wada, T. and Hara, S.},
    • title = {Adaptive Estimation of the State of Charge for Lithium-Ion Batteries: Nonlinear Geometric Observer Approach},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2014,
    • volume = {PP},
    • number = 99,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/TCST.2014.2356503},
    • issn = {1063-6536},
    • url = {http://www.merl.com/publications/TR2014-094}
    • }
  •  Hershey, J.R.; Le Roux, J.; Weninger, F., "Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures," Tech. Rep. TR2014-117, arXiv, August 2014.
    BibTeX Download PDFAbout TR2014-117
    • @techreport{Hershey2014aug,
    • author = {Hershey, J.R. and {Le Roux}, J. and Weninger, F.},
    • title = {Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures},
    • journal = {arXiv},
    • year = 2014,
    • month = aug,
    • url = {http://www.merl.com/publications/TR2014-117}
    • }
  •  Fang, H.; Wang, Y.; Sahinoglu, Z.; Wanda, T.; Hara, S., "Adaptive Estimation of State of Charge for Lithium-ion Batteries", American Control Conference (ACC), June 2013.
    BibTeX Download PDFAbout TR2013-039
    • @inproceedings{Fang2013jun,
    • author = {Fang, H. and Wang, Y. and Sahinoglu, Z. and Wanda, T. and Hara, S.},
    • title = {Adaptive Estimation of State of Charge for Lithium-ion Batteries},
    • booktitle = {American Control Conference (ACC)},
    • year = 2013,
    • month = jun,
    • url = {http://www.merl.com/publications/TR2013-039}
    • }
  •  Ruta, A.; Porikli, F., "Compressive Clustering of High-Dimensional Data", International Conference on Machine Learning and Applications (ICMLA), ISBN: 978-1-4673-4651-1, December 2012, vol. 1, pp. 380-385.
    BibTeX Download PDFAbout TR2012-095
    • @inproceedings{Ruta2012dec,
    • author = {Ruta, A. and Porikli, F.},
    • title = {Compressive Clustering of High-Dimensional Data},
    • booktitle = {International Conference on Machine Learning and Applications (ICMLA)},
    • year = 2012,
    • volume = 1,
    • pages = {380--385},
    • month = dec,
    • isbn = {978-1-4673-4651-1},
    • url = {http://www.merl.com/publications/TR2012-095}
    • }
  •  Hodlmoser, M.; Micusik, B.; Liu, M.-Y.; Pollefeys, M.; Kaampel, M., "Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization", IEEE International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), DOI: 10.1109/3DIMPVT.2012.23, October 2012.
    BibTeX Download PDFAbout TR2012-081
    • @inproceedings{Hodlmoser2012oct,
    • author = {Hodlmoser, M. and Micusik, B. and Liu, M.-Y. and Pollefeys, M. and Kaampel, M.},
    • title = {Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization},
    • booktitle = {IEEE International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT)},
    • year = 2012,
    • month = oct,
    • doi = {10.1109/3DIMPVT.2012.23},
    • url = {http://www.merl.com/publications/TR2012-081}
    • }
  •  Chi, Y.; Porikli, F., "Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012, pp. 3602-3609.
    BibTeX Download PDFAbout TR2012-043
    • @inproceedings{Chi2012jun,
    • author = {Chi, Y. and Porikli, F.},
    • title = {Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2012,
    • pages = {3602--3609},
    • month = jun,
    • url = {http://www.merl.com/publications/TR2012-043}
    • }
  •  Joshi, A.J.; Porikli, F.; Papanikolopoulos, N., "Coverage Optimized Active Learning for k - NN Classifiers", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA.2012.6225054, May 2012, pp. 5353-5358.
    BibTeX Download PDFAbout TR2012-036
    • @inproceedings{Joshi2012may,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Coverage Optimized Active Learning for k - NN Classifiers},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2012,
    • pages = {5353--5358},
    • month = may,
    • doi = {10.1109/ICRA.2012.6225054},
    • url = {http://www.merl.com/publications/TR2012-036}
    • }
  •  Rao, N.; Porikli, F., "A Clustering Approach to Optimize Online Dictionary Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX Download PDFAbout TR2012-017
    • @inproceedings{Rao2012mar,
    • author = {Rao, N. and Porikli, F.},
    • title = {A Clustering Approach to Optimize Online Dictionary Learning},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2012-017}
    • }
  •  Sundaresan, R.; Porikli, F., "Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX Download PDFAbout TR2012-019
    • @inproceedings{Sundaresan2012mar,
    • author = {Sundaresan, R. and Porikli, F.},
    • title = {Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2012-019}
    • }
  •  Wang, Y.; Porikli, F., "Multiple Dictionary Learning for Blocking Artifacts Reduction", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX Download PDFAbout TR2012-014
    • @inproceedings{Wang2012mar1,
    • author = {Wang, Y. and Porikli, F.},
    • title = {Multiple Dictionary Learning for Blocking Artifacts Reduction},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2012-014}
    • }
  •  Joshi, A.J.; Porikli, F.; Papanikolopoulos, N., "Scalable Active Learning for Multi-Class Image Classification", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2012.21, Vol. 34, No. 11, pp. 2259-2273, January 2012.
    BibTeX Download PDFAbout TR2012-026
    • @article{Joshi2012jan,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Scalable Active Learning for Multi-Class Image Classification},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2012,
    • volume = 34,
    • number = 11,
    • pages = {2259--2273},
    • month = jan,
    • doi = {10.1109/TPAMI.2012.21},
    • url = {http://www.merl.com/publications/TR2012-026}
    • }
  •  Porikli, F.; Yilmaz, A., "Object Detection & Tracking" in Video Analytics for Business Intelligence, Shan, C. and Porikli, F. and Xiang, T. and Gong, S., Eds., DOI: 10.1007/978-3-642.28598-1_1, vol. 409, pp. 3-41, Springer, January 2012.
    BibTeX Download PDFAbout TR2012-003
    • @incollection{Porikli2012jan,
    • author = {Porikli, F. and Yilmaz, A.},
    • title = {Object Detection & Tracking},
    • booktitle = {Video Analytics for Business Intelligence},
    • year = 2012,
    • editor = {Shan, C. and Porikli, F. and Xiang, T. and Gong, S.},
    • volume = 409,
    • pages = {3--41},
    • month = jan,
    • publisher = {Springer},
    • doi = {10.1007/978-3-642.28598-1_1},
    • url = {http://www.merl.com/publications/TR2012-003}
    • }
  •  Nguyen, H.V.; Porikli, F., "Concentric Ring Signature Descriptor for 3D Objects", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2011.6116153, September 2011.
    BibTeX Download PDFAbout TR2011-063
    • @inproceedings{Nguyen2011sep,
    • author = {Nguyen, H.V. and Porikli, F.},
    • title = {Concentric Ring Signature Descriptor for 3D Objects},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2011,
    • month = sep,
    • doi = {10.1109/ICIP.2011.6116153},
    • url = {http://www.merl.com/publications/TR2011-063}
    • }