Publications

640 / 2,468 publications found.


  •  Harsham, B.A.; Watanabe, S.; Esenther, A.; Hershey, J.R.; Le Roux, J.; Luan, Y.; Nikovski, D.N.; Potluru, V.K., "Driver Prediction to Improve Interaction with In-Vehicle HMI", Workshop on DSP for In-Vehicle Systems and Safety, October 2015.
    BibTeX Download PDFRead TR2015-120
    • @inproceedings{Harsham2015oct,
    • author = {Harsham, B.A. and Watanabe, S. and Esenther, A. and Hershey, J.R. and {Le Roux}, J. and Luan, Y. and Nikovski, D.N. and Potluru, V.K.},
    • title = {Driver Prediction to Improve Interaction with In-Vehicle HMI},
    • booktitle = {Workshop on DSP for In-Vehicle Systems and Safety},
    • year = 2015,
    • month = oct,
    • url = {http://www.merl.com/publications/TR2015-120}
    • }
  •  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 Download PDFRead TR2015-111
    • @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 = {http://www.merl.com/publications/TR2015-111}
    • }
  •  Knyazev, A.; Malyshev, A., "Accelerated Graph-Based Spectral Polynomial Filters", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), DOI: 10.1109/MLSP.2015.7324315, ISSN: 1551-2541, September 2015, pp. 1-6.
    BibTeX Download PDFRead TR2015-106
    • @inproceedings{Knyazev2015sep1,
    • author = {Knyazev, A. and Malyshev, A.},
    • title = {Accelerated Graph-Based Spectral Polynomial Filters},
    • booktitle = {IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
    • year = 2015,
    • pages = {1--6},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/MLSP.2015.7324315},
    • issn = {1551-2541},
    • url = {http://www.merl.com/publications/TR2015-106}
    • }
  •  Xu, J.; Joshi, R.; Cohen, R.A., "Overview of the Emerging HEVC Screen Content Coding Extension", IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2015.2478706, ISSN: 1051-8215, Vol. 26, No. 1, pp. 50-62, September 2015.
    BibTeX Download PDFRead TR2015-126
    • @article{Xu2015sep,
    • author = {Xu, J. and Joshi, R. and Cohen, R.A.},
    • title = {Overview of the Emerging HEVC Screen Content Coding Extension},
    • journal = {IEEE Transactions on Circuits and Systems for Video Technology},
    • year = 2015,
    • volume = 26,
    • number = 1,
    • pages = {50--62},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/TCSVT.2015.2478706},
    • issn = {1051-8215},
    • url = {http://www.merl.com/publications/TR2015-126}
    • }
  •  Tech, G.; Chen, Y.; Mueller, K.; Ohm, J.-R.; Vetro, A.; Wang, Y.-K., "Overview of the Multiview and 3D Extensions of High Efficiency Video Coding", IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2015.2477935, ISSN: 1051-8215, Vol. 26, No. 1, pp. 35-49, September 2015.
    BibTeX Download PDFRead TR2015-125
    • @article{Tech2015sep,
    • author = {Tech, G. and Chen, Y. and Mueller, K. and Ohm, J.-R. and Vetro, A. and Wang, Y.-K.},
    • title = {Overview of the Multiview and 3D Extensions of High Efficiency Video Coding},
    • journal = {IEEE Transactions on Circuits and Systems for Video Technology},
    • year = 2015,
    • volume = 26,
    • number = 1,
    • pages = {35--49},
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/TCSVT.2015.2477935},
    • issn = {1051-8215},
    • url = {http://www.merl.com/publications/TR2015-125}
    • }
  •  Jia, N.; Sanches, V.; Li, C.-T.; Mansour, H., "On Reducing the Effect of Silhouette Quality on Individual Gait Recogniton: A Feature Fusion Approach", International Conference on the Biometrics Special Interest Group (BIOSIG), DOI: 10.1109/BIOSIG.2015.7314613, September 2015, pp. 1-5.
    BibTeX Download PDFRead TR2015-155
    • @inproceedings{Jia2015sep,
    • author = {Jia, N. and Sanches, V. and Li, C.-T. and Mansour, H.},
    • title = {On Reducing the Effect of Silhouette Quality on Individual Gait Recogniton: A Feature Fusion Approach},
    • booktitle = {International Conference on the Biometrics Special Interest Group (BIOSIG)},
    • journal = {International Conference on the Biometrics Special Interest Group (BIOSIG)},
    • year = 2015,
    • pages = {1--5},
    • month = sep,
    • doi = {10.1109/BIOSIG.2015.7314613},
    • url = {http://www.merl.com/publications/TR2015-155}
    • }
  •  Abdelaziz, A.H.; Watanabe, S.; Hershey, J.R.; Vincent, E.; Kolossa, D., "Uncertainty Propagation Through Deep Neural Networks", Interspeech, ISBN: 978-1-5108-1790-6, September 2015, vol. 1 or 5, pp. 3561.
    BibTeX Download PDFRead TR2015-098
    • @inproceedings{Abdelaziz2015sep,
    • author = {Abdelaziz, A.H. and Watanabe, S. and Hershey, J.R. and Vincent, E. and Kolossa, D.},
    • title = {Uncertainty Propagation Through Deep Neural Networks},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = 3561,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {http://www.merl.com/publications/TR2015-098}
    • }
  •  Chen, Z.; Watanabe, S.; Erdogan, H.; Hershey, J.R., "Speech Enhancement and Recognition Using Multi-Task Learning of Long Short-Term Memory Recurrent Neural Networks", Interspeech, ISBN: 978-1-5108-1790-6, September 2015, vol. 1 of 5, pp. 1278.
    BibTeX Download PDFRead TR2015-100
    • @inproceedings{Chen2015sep,
    • author = {Chen, Z. and Watanabe, S. and Erdogan, H. and Hershey, J.R.},
    • title = {Speech Enhancement and Recognition Using Multi-Task Learning of Long Short-Term Memory Recurrent Neural Networks},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 of 5},
    • pages = 1278,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {http://www.merl.com/publications/TR2015-100}
    • }
  •  Luan, Y.; Watanabe, S.; Harsham, B.A., "Efficient Learning for Spoken Language Understanding Tasks with Word Embedding Based Pre-Training", Interspeech, ISBN: 978-1-5108-1790-6, September 2015, vol. 1 or 5, pp. 1398-1402.
    BibTeX Download PDFRead TR2015-097
    • @inproceedings{Luan2015sep,
    • author = {Luan, Y. and Watanabe, S. and Harsham, B.A.},
    • title = {Efficient Learning for Spoken Language Understanding Tasks with Word Embedding Based Pre-Training},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = {1398--1402},
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {http://www.merl.com/publications/TR2015-097}
    • }
  •  Tachioka, Y.; Watanabe, S., "Uncertainty Training and Decoding Methods of Deep Neural Networks Based on Stochastic Representation of Enhanced Features", Interspeech, ISBN: 978-1-5108-1790-6, September 2015, vol. 1 or 5, pp. 3541.
    BibTeX Download PDFRead TR2015-099
    • @inproceedings{Tachioka2015sep,
    • author = {Tachioka, Y. and Watanabe, S.},
    • title = {Uncertainty Training and Decoding Methods of Deep Neural Networks Based on Stochastic Representation of Enhanced Features},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = 3541,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {http://www.merl.com/publications/TR2015-099}
    • }
  •  Liu, D.; Lu, D., "Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors", IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS), DOI: 10.1016/j.ifacol.2015.09.729, September 2015, vol. 48, pp. 1451-1456.
    BibTeX Download PDFRead TR2015-096
    • @inproceedings{Liu2015sep1,
    • author = {Liu, D. and Lu, D.},
    • title = {Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors},
    • booktitle = {IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)},
    • year = 2015,
    • volume = 48,
    • number = 21,
    • pages = {1451--1456},
    • month = sep,
    • doi = {10.1016/j.ifacol.2015.09.729},
    • url = {http://www.merl.com/publications/TR2015-096}
    • }
  •  Weninger, F.J.; Erdogan, H.; Watanabe, S.; Vincent, E.; Le Roux, J.; Hershey, J.R.; Schuller, B.W., "Speech Enhancement with LSTM Recurrent Neural Networks and Its Application to Noise-Robust ASR", Latent Variable Analysis and Signal Separation Conference (LVA), DOI: 10.1007/978-3-319-22482-4_11, ISBN: 978-3-319-22482-4, August 2015, vol. 9237, pp. 91-99.
    BibTeX Download PDFRead TR2015-094
    • @inproceedings{Weninger2015aug,
    • author = {Weninger, F.J. and Erdogan, H. and Watanabe, S. and Vincent, E. and {Le Roux}, J. and Hershey, J.R. and Schuller, B.W.},
    • title = {Speech Enhancement with LSTM Recurrent Neural Networks and Its Application to Noise-Robust ASR},
    • booktitle = {Latent Variable Analysis and Signal Separation Conference (LVA)},
    • year = 2015,
    • volume = 9237,
    • pages = {91--99},
    • month = aug,
    • doi = {10.1007/978-3-319-22482-4_11},
    • isbn = {978-3-319-22482-4},
    • url = {http://www.merl.com/publications/TR2015-094}
    • }
  •  Kumar, R.; Da Silva, C.; Akalin, O.; Aravkin, A.; Mansour, H.; Recht, B.; Herrmann, F., "Efficient Matrix Completion for Seismic Data Reconstruction", Geophysics, DOI: 10.1190/geo2014-0369.1, Vol. 20, No. 5, pp. 97-114, August 2015.
    BibTeX Download PDFRead TR2015-053
    • @article{Kumar2015jul,
    • author = {Kumar, R. and {Da Silva}, C. and Akalin, O. and Aravkin, A. and Mansour, H. and Recht, B. and Herrmann, F.},
    • title = {Efficient Matrix Completion for Seismic Data Reconstruction},
    • journal = {Geophysics},
    • year = 2015,
    • volume = 20,
    • number = 5,
    • pages = {97--114},
    • month = aug,
    • publisher = {Society of Exploration Geophysicists},
    • doi = {10.1190/geo2014-0369.1},
    • url = {http://www.merl.com/publications/TR2015-053}
    • }
  •  Liu, D., "Compressive Sensing Based 3D Imaging Using a Moving MIMO Array", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/IGARSS.2015.7326449, ISSN: 2153-6996, July 2015, pp. 3010-3013.
    BibTeX Download PDFRead TR2015-090
    • @inproceedings{Liu2015jul2,
    • author = {Liu, D.},
    • title = {Compressive Sensing Based 3D Imaging Using a Moving MIMO Array},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2015,
    • pages = {3010--3013},
    • month = jul,
    • doi = {10.1109/IGARSS.2015.7326449},
    • issn = {2153-6996},
    • url = {http://www.merl.com/publications/TR2015-090}
    • }
  •  Vaccaro, R.; Boufounos, P.T.; Benosman, M., "Resolution-Directed Optimization-Based Distributed Sensing", SIAM Conference on Control and its Applications, DOI: 10.1137/1.9781611974072.24, ISBN: 978-1-61197-407-2, July 2015, pp. 167-174.
    BibTeX Download PDFRead TR2015-050
    • @inproceedings{Vaccaro2015jul,
    • author = {Vaccaro, R. and Boufounos, P.T. and Benosman, M.},
    • title = {Resolution-Directed Optimization-Based Distributed Sensing},
    • booktitle = {SIAM Conference on Control and its Applications},
    • year = 2015,
    • pages = {167--174},
    • month = jul,
    • doi = {10.1137/1.9781611974072.24},
    • isbn = {978-1-61197-407-2},
    • url = {http://www.merl.com/publications/TR2015-050}
    • }
  •  Tachioka, Y.; Narita, T.; Watanabe, S., "Effectiveness of Dereverberation, Feature Transformation, Discriminative Training Methods, and System Combination Approach for Various Reverberant Environments", EURASIP Journal on Advances in Signal Processing, DOI: 10.1186/s13634-015-0241-y, June 2015.
    BibTeX Download PDFRead TR2015-152
    • @article{Tachioka2015jun,
    • author = {Tachioka, Y. and Narita, T. and Watanabe, S.},
    • title = {Effectiveness of Dereverberation, Feature Transformation, Discriminative Training Methods, and System Combination Approach for Various Reverberant Environments},
    • journal = {EURASIP Journal on Advances in Signal Processing},
    • year = 2015,
    • month = jun,
    • doi = {10.1186/s13634-015-0241-y},
    • url = {http://www.merl.com/publications/TR2015-152}
    • }
  •  Waters, R.C., "MERL Annual Report 2015", merl.com, June 2015.
  •  Boufounos, P.T.; Mansour, H., "Universal Embeddings for Kernel Machine Classification", International Conference on Sampling Theory and Applications (SampTA), DOI: 10.1109/SAMPTA.2015.7148902, May 2015, pp. 307-311.
    BibTeX Download PDFRead TR2015-070
    • @inproceedings{Boufounos2015may,
    • author = {Boufounos, P.T. and Mansour, H.},
    • title = {Universal Embeddings for Kernel Machine Classification},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2015,
    • pages = {307--311},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/SAMPTA.2015.7148902},
    • url = {http://www.merl.com/publications/TR2015-070}
    • }
  •  Erdogan, H.; Hershey, J.R.; Watanabe, S.; Le Roux, J., "Phase-Sensitive and Recognition-Boosted Speech Separation Using Deep Recurrent Neural Networks", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2015.7178061, April 2015, pp. 708-712.
    BibTeX Download PDFRead TR2015-031
    • @inproceedings{Erdogan2015apr,
    • author = {Erdogan, H. and Hershey, J.R. and Watanabe, S. and {Le Roux}, J.},
    • title = {Phase-Sensitive and Recognition-Boosted Speech Separation Using Deep Recurrent Neural Networks},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {708--712},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178061},
    • url = {http://www.merl.com/publications/TR2015-031}
    • }
  •  Kadambi, A.; Boufounos, P.T., "Coded Aperture Compressive 3-D LIDAR", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2015.7178153, April 2015, pp. 1166-1170.
    BibTeX Download PDFRead TR2015-028
    • @inproceedings{Kadambi2015apr,
    • author = {Kadambi, A. and Boufounos, P.T.},
    • title = {Coded Aperture Compressive 3-D LIDAR},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {1166--1170},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178153},
    • url = {http://www.merl.com/publications/TR2015-028}
    • }