Publications

3,611 major publications by members of the MERL staff.


  •  Weninger, F., Le Roux, J., Hershey, J.R., Watanabe, S., "Discriminative NMF and its application to single-channel source separation", Interspeech, September 2014, vol. 15, pp. 865-869.
    BibTeX TR2014-081 PDF
    • @inproceedings{Weninger2014sep,
    • author = {Weninger, F. and {Le Roux}, J. and Hershey, J.R. and Watanabe, S.},
    • title = {Discriminative NMF and its application to single-channel source separation},
    • booktitle = {Interspeech},
    • year = 2014,
    • volume = 15,
    • pages = {865--869},
    • month = sep,
    • publisher = {International Speech Communication Association},
    • issn = {2308-457X},
    • url = {https://www.merl.com/publications/TR2014-081}
    • }
  •  Le Roux, J., Vincent, E., "A Categorization of Robust Speech Processing Datasets," Tech. Rep. TR2014-116, Mitsubishi Electric Research Laboratories, September 2014.
    BibTeX TR2014-116 PDF
    • @techreport{LeRouxVincent2014TRdatasets,
    • author = {{Le Roux}, J. and Vincent, E.},
    • title = {A Categorization of Robust Speech Processing Datasets},
    • institution = {Mitsubishi Electric Research Laboratories},
    • year = 2014,
    • number = {TR2014-116},
    • address = {Cambridge MA, USA},
    • month = sep,
    • note = {v2014-09},
    • url = {https://www.merl.com/publications/TR2014-116}
    • }
  •  Benosman, M., Atinc, G.M., "Extremum Seeking-based Adaptive Control for Electromagnetic Actuators", International Journal of Control, DOI: 10.1080/​00207179.2014.964779, September 2014.
    BibTeX TR2014-090 PDF
    • @article{Benosman2014sep2,
    • author = {Benosman, M. and Atinc, G.M.},
    • title = {Extremum Seeking-based Adaptive Control for Electromagnetic Actuators},
    • journal = {International Journal of Control},
    • year = 2014,
    • month = sep,
    • publisher = {Taylor \& Francis Group},
    • doi = {10.1080/00207179.2014.964779},
    • url = {https://www.merl.com/publications/TR2014-090}
    • }
  •  Tao, L., Porikli, F., Vidal, L., "Sparse Dictionaries for Semantic Segmentation", European Conference on Computer Vision (ECCV), DOI: 10.1007/​978-3-319-10602-1_36, September 2014, vol. 8693, pp. 549-564.
    BibTeX TR2014-080 PDF
    • @inproceedings{Tao2014sep,
    • author = {Tao, L. and Porikli, F. and Vidal, L.},
    • title = {Sparse Dictionaries for Semantic Segmentation},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2014,
    • volume = 8693,
    • pages = {549--564},
    • month = sep,
    • publisher = {Springer International Publishing},
    • doi = {10.1007/978-3-319-10602-1_36},
    • issn = {0302-9743},
    • isbn = {978-3-319-10601-4},
    • url = {https://www.merl.com/publications/TR2014-080}
    • }
  •  Tuzel, O., Liu, M.-Y., Taguchi, Y., Raghunathan, A.U., "Learning to Rank 3D Features", European Conference on Computer Vision (ECCV), DOI: 10.1007/​978-3-319-10590-1_34, September 2014, vol. 8689, pp. 520-535.
    BibTeX TR2014-078 PDF
    • @inproceedings{Tuzel2014sep,
    • author = {Tuzel, O. and Liu, M.-Y. and Taguchi, Y. and Raghunathan, A.U.},
    • title = {Learning to Rank 3D Features},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • journal = {European Conference on Computer Vision (ECCV)},
    • year = 2014,
    • volume = 8689,
    • series = {Lecture Notes in Computer Science},
    • pages = {520--535},
    • month = sep,
    • doi = {10.1007/978-3-319-10590-1_34},
    • issn = {0302-9743},
    • isbn = {978-3-319-10589-5},
    • url = {https://www.merl.com/publications/TR2014-078}
    • }
  •  Benosman, M., "Lyapunov-based Control of the Sway Dynamics for Elevator Ropes", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2013.2294094, Vol. 22, No. 5, pp. 1855-1863, September 2014.
    BibTeX TR2014-038 PDF
    • @article{Benosman2014sep1,
    • author = {Benosman, M.},
    • title = {Lyapunov-based Control of the Sway Dynamics for Elevator Ropes},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2014,
    • volume = 22,
    • number = 5,
    • pages = {1855--1863},
    • month = sep,
    • organization = {IEEE Control Systems Society},
    • publisher = {IEEE},
    • doi = {10.1109/TCST.2013.2294094},
    • issn = {1063-6536},
    • url = {https://www.merl.com/publications/TR2014-038}
    • }
  •  Hershey, J.R., Le Roux, J., Weninger, F., "Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures", arXiv, August 2014.
    BibTeX arXiv
    • @article{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 = {https://arxiv.org/abs/1409.2574v1}
    • }
  •  Benosman, M., "Lyapunov-Based Control of the Sway Dynamics for Elevator Ropes with Time-Varying Lengths", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.3182/​20140824-6-ZA-1003.00270, August 2014, vol. 19, pp. 5592-5597.
    BibTeX TR2014-077 PDF
    • @inproceedings{Benosman2014aug2,
    • author = {Benosman, M.},
    • title = {Lyapunov-Based Control of the Sway Dynamics for Elevator Ropes with Time-Varying Lengths},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2014,
    • volume = 19,
    • pages = {5592--5597},
    • month = aug,
    • doi = {10.3182/20140824-6-ZA-1003.00270},
    • url = {https://www.merl.com/publications/TR2014-077}
    • }
  •  Klauco, M., Drgona, J., Kvasnica, M., Di Cairano, S., "Building Temperature Control by Simple MPC-like Feedback Laws Learned from Closed-Loop Data", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.3182/​20140824-6-ZA-1003.01633, August 2014, vol. 19, pp. 581-586.
    BibTeX TR2014-076 PDF
    • @inproceedings{Klauco2014aug,
    • author = {Klauco, M. and Drgona, J. and Kvasnica, M. and {Di Cairano}, S.},
    • title = {Building Temperature Control by Simple MPC-like Feedback Laws Learned from Closed-Loop Data},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2014,
    • volume = 19,
    • pages = {581--586},
    • month = aug,
    • doi = {10.3182/20140824-6-ZA-1003.01633},
    • url = {https://www.merl.com/publications/TR2014-076}
    • }
  •  Benosman, M., "Extremum Seeking-based Indirect Adaptive Control for Nonlinear Systems", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.3182/​20140824-6-ZA-1003.00708, August 2014, vol. 19, pp. 401-106.
    BibTeX TR2014-085 PDF
    • @inproceedings{Benosman2014aug1,
    • author = {Benosman, M.},
    • title = {Extremum Seeking-based Indirect Adaptive Control for Nonlinear Systems},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2014,
    • volume = 19,
    • pages = {401--106},
    • month = aug,
    • doi = {10.3182/20140824-6-ZA-1003.00708},
    • url = {https://www.merl.com/publications/TR2014-085}
    • }
  •  Yu, H., Wang, Y., Bortoff, S.A., Ueda, K., "Energy-Efficient Trajectory Planning for a Mobile Agent by Using a Two-Stage Decomposition Approach", International Federation of Automatic Control World Conference (IFAC), DOI: 10.3182/​20140824-6-ZA-1003.00194, August 2014, vol. 19, pp. 3851-3856.
    BibTeX TR2014-058 PDF
    • @inproceedings{Yu2014aug,
    • author = {Yu, H. and Wang, Y. and Bortoff, S.A. and Ueda, K.},
    • title = {Energy-Efficient Trajectory Planning for a Mobile Agent by Using a Two-Stage Decomposition Approach},
    • booktitle = {International Federation of Automatic Control World Conference (IFAC)},
    • year = 2014,
    • volume = 19,
    • pages = {3851--3856},
    • month = aug,
    • doi = {10.3182/20140824-6-ZA-1003.00194},
    • url = {https://www.merl.com/publications/TR2014-058}
    • }
  •  Duong, T.Q., Duy, T.T., Kim, K.J., Bao, V.N.Q., Elkashlan, M., "Interference Investigation for Cognitive Spectrum Sharing Networks with Reactive DF Relay Selection", International Conference on Communications and Networking in China (CHINACOM), DOI: 10.1109/​HINACOM.2014.7054351, August 2014, pp. 523-529.
    BibTeX TR2014-074 PDF
    • @inproceedings{Duong2014aug,
    • author = {Duong, T.Q. and Duy, T.T. and Kim, K.J. and Bao, V.N.Q. and Elkashlan, M.},
    • title = {Interference Investigation for Cognitive Spectrum Sharing Networks with Reactive DF Relay Selection},
    • booktitle = {International Conference on Communications and Networking in China (CHINACOM)},
    • year = 2014,
    • pages = {523--529},
    • month = aug,
    • doi = {10.1109/HINACOM.2014.7054351},
    • url = {https://www.merl.com/publications/TR2014-074}
    • }
  •  Goyette, N., Jodoin, P.-M., Porikli, F., Konrad, J., Ishwar, P., "A Novel Video Dataset for Change Detection Benchmarking", IEEE Transactions on Image Processing, DOI: 10.1109/​TIP.2014.2346013, Vol. 23, No. 11, pp. 4663-4679, August 2014.
    BibTeX TR2014-069 PDF
    • @article{Goyette2014aug,
    • author = {Goyette, N. and Jodoin, P.-M. and Porikli, F. and Konrad, J. and Ishwar, P.},
    • title = {A Novel Video Dataset for Change Detection Benchmarking},
    • journal = {IEEE Transactions on Image Processing},
    • year = 2014,
    • volume = 23,
    • number = 11,
    • pages = {4663--4679},
    • month = aug,
    • organization = {IEEE Signal Processing Society},
    • publisher = {IEEE},
    • doi = {10.1109/TIP.2014.2346013},
    • issn = {1057-7149},
    • url = {https://www.merl.com/publications/TR2014-069}
    • }
  •  Holaza, J., Takacs, B., Kvasnica, M., Di Cairano, S., "Nearly Optimal Simple Explicit MPC Controllers with Stability and Feasibility Guarantees", Optimal Control Applications and Methods, DOI: 10.1002/​oca.2131, Vol. 32, No. 2, July 2014.
    BibTeX TR2014-087 PDF
    • @article{Holaza2014jul,
    • author = {Holaza, J. and Takacs, B. and Kvasnica, M. and {Di Cairano}, S.},
    • title = {Nearly Optimal Simple Explicit MPC Controllers with Stability and Feasibility Guarantees},
    • journal = {Optimal Control Applications and Methods},
    • year = 2014,
    • volume = 32,
    • number = 2,
    • month = jul,
    • publisher = {John Wiley \& Sons, Ltd.},
    • doi = {10.1002/oca.2131},
    • issn = {1099-1514},
    • url = {https://www.merl.com/publications/TR2014-087}
    • }
  •  Polymeneas, E., Benosman, M., "Multi-Agent Coordination of DG Inverters for Improving the Voltage Profile of the Distribution Grid", IEEE Power & Energy Society General Meeting (PES), DOI: 10.1109/​PESGM.2014.6939799, July 2014, pp. 1-5.
    BibTeX TR2014-112 PDF
    • @inproceedings{Polymeneas2014jul,
    • author = {Polymeneas, E. and Benosman, M.},
    • title = {Multi-Agent Coordination of DG Inverters for Improving the Voltage Profile of the Distribution Grid},
    • booktitle = {IEEE Power \& Energy Society General Meeting (PES)},
    • year = 2014,
    • pages = {1--5},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/PESGM.2014.6939799},
    • url = {https://www.merl.com/publications/TR2014-112}
    • }
  •  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}
    • }
  •  Jain, N., Burns, D.J., Di Cairano, S., Laughman, C.R., Bortoff, S.A., "Model Predictive Control of Vapor Compression Systems", International Refrigeration and Air Conditioning Conference (IRACC), July 2014, pp. 1-10.
    BibTeX TR2014-075 PDF
    • @inproceedings{Jain2014jul,
    • author = {Jain, N. and Burns, D.J. and Di Cairano, S. and Laughman, C.R. and Bortoff, S.A.},
    • title = {Model Predictive Control of Vapor Compression Systems},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2014,
    • pages = {1--10},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2014-075}
    • }
  •  Laughman, C.R., "A Comparison of Transient Heat Pump Cycle Simulations with Homogeneous and Heterogeneous Flow Models", International Refrigeration and Air Conditioning Conference (IRACC), July 2014, pp. 1-10.
    BibTeX TR2014-073 PDF
    • @inproceedings{Laughman2014jul,
    • author = {Laughman, C.R.},
    • title = {A Comparison of Transient Heat Pump Cycle Simulations with Homogeneous and Heterogeneous Flow Models},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2014,
    • pages = {1--10},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2014-073}
    • }
  •  Weiss, W., Burns, D.J., Guay, M., "Realtime Optimization of MPC Setpoints using Time-Varying Extremum Seeking Control for Vapor Compression Machines", International Refrigeration and Air Conditioning Conference (IRACC), July 2014, pp. 1-10.
    BibTeX TR2014-072 PDF
    • @inproceedings{Weiss2014jul,
    • author = {Weiss, W. and Burns, D.J. and Guay, M.},
    • title = {Realtime Optimization of MPC Setpoints using Time-Varying Extremum Seeking Control for Vapor Compression Machines},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2014,
    • pages = {1--10},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2014-072}
    • }
  •  Koike-Akino, T., "Perspective of Statistical Learning for Nonlinear Equalization in Coherent Optical Communications", Signal Processing in Photonic Communications (SPPCom), DOI: 10.1364/​SPPCOM.2014.ST2D.2, July 2014.
    BibTeX TR2014-113 PDF
    • @inproceedings{Koike-Akino2014jul,
    • author = {Koike-Akino, T.},
    • title = {Perspective of Statistical Learning for Nonlinear Equalization in Coherent Optical Communications},
    • booktitle = {Signal Processing in Photonic Communications (SPPCom)},
    • year = 2014,
    • month = jul,
    • doi = {10.1364/SPPCOM.2014.ST2D.2},
    • isbn = {978-1-55752-737-0},
    • url = {https://www.merl.com/publications/TR2014-113}
    • }
  •  Liu, D., Boufounos, P.T., "Compressive Sensing Based 3D SAR Imaging with Multi-PRF Baselines", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/​IGARSS.2014.6946672, July 2014, pp. 1301-1304.
    BibTeX TR2014-054 PDF
    • @inproceedings{Liu2014jul,
    • author = {Liu, D. and Boufounos, P.T.},
    • title = {Compressive Sensing Based 3D SAR Imaging with Multi-PRF Baselines},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2014,
    • pages = {1301--1304},
    • month = jul,
    • doi = {10.1109/IGARSS.2014.6946672},
    • url = {https://www.merl.com/publications/TR2014-054}
    • }
  •  Kojima, K., Koike-Akino, T., Wang, B., Singh, S., Ozbayat, S., Parsons, K., Nishikawa, S., Yagyu, E., "An MMI-based Wavelength Combiner Employing a Refractive Index Step", Integrated Photonics Research, Silicon and Nano Photonics (IPR), DOI: 10.1364/​IPRSN.2014.JT4A.4, July 2014.
    BibTeX TR2014-035 PDF
    • @inproceedings{Singh2014apr2,
    • author = {Kojima, K. and Koike-Akino, T. and Wang, B. and Singh, S. and Ozbayat, S. and Parsons, K. and Nishikawa, S. and Yagyu, E.},
    • title = {An MMI-based Wavelength Combiner Employing a Refractive Index Step},
    • booktitle = {Integrated Photonics Research, Silicon and Nano Photonics (IPR)},
    • year = 2014,
    • month = jul,
    • doi = {10.1364/IPRSN.2014.JT4A.4},
    • isbn = {978-1-55752-737-0},
    • url = {https://www.merl.com/publications/TR2014-035}
    • }
  •  Guo, J., Orlik, P., Zhang, J., Ishibashi, K., "Reliable Routing in Large Scale Wireless Sensor Networks", International Conference on Ubiquitous and Future Networks (ICUFN), DOI: 10.1109/​ICUFN.2014.6876758, July 2014, pp. 99-104.
    BibTeX TR2014-071 PDF
    • @inproceedings{Guo2014jul,
    • author = {Guo, J. and Orlik, P. and Zhang, J. and Ishibashi, K.},
    • title = {Reliable Routing in Large Scale Wireless Sensor Networks},
    • booktitle = {International Conference on Ubiquitous and Future Networks (ICUFN)},
    • year = 2014,
    • pages = {99--104},
    • month = jul,
    • doi = {10.1109/ICUFN.2014.6876758},
    • url = {https://www.merl.com/publications/TR2014-071}
    • }
  •  Raghunathan, A.U., Di Cairano, S., "Optimal Step-size Selection in Alternating Direction Method of Multipliers for Convex Quadratic Programs and Model Predictive Control", International Symposium on Mathematical Theory of Networks and Systems (MTNS), July 2014, pp. 807-814.
    BibTeX TR2014-070 PDF
    • @inproceedings{Raghunathan2014jun3,
    • author = {Raghunathan, A.U. and {Di Cairano}, S.},
    • title = {Optimal Step-size Selection in Alternating Direction Method of Multipliers for Convex Quadratic Programs and Model Predictive Control},
    • booktitle = {International Symposium on Mathematical Theory of Networks and Systems (MTNS)},
    • year = 2014,
    • pages = {807--814},
    • month = jul,
    • isbn = {978-90-367-6321-9},
    • url = {https://www.merl.com/publications/TR2014-070}
    • }
  •  Yerazunis, W., Wang, B., Teo, K.H., "Metamaterials and Resonant Array Wireless Power Systems", IEEE Antennas and Propagation Society International Symposium (AP-S/URSI), DOI: 10.1109/​APS.2014.6905027, July 2014, pp. 1403-1404.
    BibTeX TR2014-096 PDF
    • @inproceedings{Yerazunis2014jul,
    • author = {Yerazunis, W. and Wang, B. and Teo, K.H.},
    • title = {Metamaterials and Resonant Array Wireless Power Systems},
    • booktitle = {IEEE Antennas and Propagation Society International Symposium (AP-S/URSI)},
    • year = 2014,
    • pages = {1403--1404},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/APS.2014.6905027},
    • issn = {1522-3965},
    • isbn = {978-1-4799-3538-3},
    • url = {https://www.merl.com/publications/TR2014-096}
    • }