Publications

642 / 3,778 publications found.


  •  Watanabe, S., Nakamura, A., "Bayesian Approaches to Acoustic Modeling: A Review", APSIPA Transactions on Signal and Information Processing, DOI: 10.1017/​ATSIP.2012.6, Vol. 1, December 2012.
    BibTeX TR2012-087 PDF
    • @article{Watanabe2012dec,
    • author = {Watanabe, S. and Nakamura, A.},
    • title = {Bayesian Approaches to Acoustic Modeling: A Review},
    • journal = {APSIPA Transactions on Signal and Information Processing},
    • year = 2012,
    • volume = 1,
    • month = dec,
    • doi = {10.1017/ATSIP.2012.6},
    • url = {https://www.merl.com/publications/TR2012-087}
    • }
  •  Hershey, J.R., Rennie, S.J., Le Roux, J., "Factorial Models for Noise Robust Speech Recognition" in Techniques for Noise Robustness in Automatic Speech Recognition, Virtanen, T. and Singh, R. and Raj, B., Eds., chapter 12, Wiley, November 2012.
    BibTeX TR2012-002 PDF
    • @incollection{Hershey2012nov,
    • author = {Hershey, J.R. and Rennie, S.J. and {Le Roux}, J.},
    • title = {Factorial Models for Noise Robust Speech Recognition},
    • booktitle = {Techniques for Noise Robustness in Automatic Speech Recognition},
    • year = 2012,
    • editor = {Virtanen, T. and Singh, R. and Raj, B.},
    • chapter = 12,
    • month = nov,
    • publisher = {Wiley},
    • url = {https://www.merl.com/publications/TR2012-002}
    • }
  •  Gales, M., Watanabe, S., Fosler-Lussier, E., "Structured Discriminative Models For Speech Recognition", IEEE Signal Processing Magazine, Vol. 29, No. 6, pp. 70-81, November 2012.
    BibTeX TR2012-072 PDF
    • @article{Gales2012nov,
    • author = {Gales, M. and Watanabe, S. and Fosler-Lussier, E.},
    • title = {Structured Discriminative Models For Speech Recognition},
    • journal = {IEEE Signal Processing Magazine},
    • year = 2012,
    • volume = 29,
    • number = 6,
    • pages = {70--81},
    • month = nov,
    • url = {https://www.merl.com/publications/TR2012-072}
    • }
  •  Zhang, J., Borowsky, A., Schmidt-Nielsen, B., Harsham, B., Weinberg, G., Romoser, M.R.E., Fisher, D.L., "Evaluation of Two Types of In-Vehicle Music Retrieval and Navigation Systems", Annual Meeting of the Human Factors and Ergonomics Society (HFES), October 2012.
    BibTeX TR2012-097 PDF
    • @inproceedings{Zhang2012oct,
    • author = {Zhang, J. and Borowsky, A. and Schmidt-Nielsen, B. and Harsham, B. and Weinberg, G. and Romoser, M.R.E. and Fisher, D.L.},
    • title = {Evaluation of Two Types of In-Vehicle Music Retrieval and Navigation Systems},
    • booktitle = {Annual Meeting of the Human Factors and Ergonomics Society (HFES)},
    • year = 2012,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2012-097}
    • }
  •  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 TR2012-081 PDF
    • @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 = {https://www.merl.com/publications/TR2012-081}
    • }
  •  Nikovski, D., Esenther, A., Ye, X., Shiba, M., Takayama, S., "Bayesian Networks for Matcher Composition in Automatic Schema Matching", International Conference on Enterprise Information Systems (ICEIS), June 2012, vol. 1, pp. 48-55.
    BibTeX TR2012-050 PDF
    • @inproceedings{Nikovski2012jun,
    • author = {Nikovski, D. and Esenther, A. and Ye, X. and Shiba, M. and Takayama, S.},
    • title = {Bayesian Networks for Matcher Composition in Automatic Schema Matching},
    • booktitle = {International Conference on Enterprise Information Systems (ICEIS)},
    • year = 2012,
    • volume = 1,
    • pages = {48--55},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2012-050}
    • }
  •  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 TR2012-043 PDF
    • @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 = {https://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 TR2012-036 PDF
    • @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 = {https://www.merl.com/publications/TR2012-036}
    • }
  •  Heaukulani, C., Le Roux, J., Hershey, J.R., "Latent Dirichlet Reallocation for Term Swapping", International Workshop on Statistical Machine Learning for Speech Processing (IWSML), March 2012.
    BibTeX TR2012-022 PDF
    • @inproceedings{Heaukulani2012mar,
    • author = {Heaukulani, C. and {Le Roux}, J. and Hershey, J.R.},
    • title = {Latent Dirichlet Reallocation for Term Swapping},
    • booktitle = {International Workshop on Statistical Machine Learning for Speech Processing (IWSML)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-022}
    • }
  •  Le Roux, J., Hershey, J.R., "Indirect Model-based Speech Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP-2012.6288806, March 2012, pp. 4045-4048.
    BibTeX TR2012-016 PDF
    • @inproceedings{LeRoux2012mar2,
    • author = {{Le Roux}, J. and Hershey, J.R.},
    • title = {Indirect Model-based Speech Enhancement},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • pages = {4045--4048},
    • month = mar,
    • doi = {10.1109/ICASSP-2012.6288806},
    • issn = {1520-6149},
    • isbn = {978-1-4673-0045-2},
    • url = {https://www.merl.com/publications/TR2012-016}
    • }
  •  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 TR2012-017 PDF
    • @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 = {https://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 TR2012-019 PDF
    • @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 = {https://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 TR2012-014 PDF
    • @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 = {https://www.merl.com/publications/TR2012-014}
    • }
  •  Le Roux, J., Hershey, J.R., "Speech Enhancement by Indirect VTS", Acoustical Society of Japan Spring Meeting (ASJ), March 2012.
    BibTeX TR2012-011 PDF
    • @inproceedings{LeRoux2012mar1,
    • author = {{Le Roux}, J. and Hershey, J.R.},
    • title = {Speech Enhancement by Indirect VTS},
    • booktitle = {Acoustical Society of Japan Spring Meeting (ASJ)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-011}
    • }
  •  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 TR2012-026 PDF
    • @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 = {https://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 TR2012-003 PDF
    • @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 = {https://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 TR2011-063 PDF
    • @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 = {https://www.merl.com/publications/TR2011-063}
    • }
  •  Porikli, F., Ozkan, H., "Data Driven Frequency Mapping for Computationally Scalable Object Detection", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), DOI: 10.1109/​AVSS.2011.6027289, August 2011, pp. 30-35.
    BibTeX TR2011-054 PDF
    • @inproceedings{Porikli2011aug,
    • author = {Porikli, F. and Ozkan, H.},
    • title = {Data Driven Frequency Mapping for Computationally Scalable Object Detection},
    • booktitle = {IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
    • year = 2011,
    • pages = {30--35},
    • month = aug,
    • doi = {10.1109/AVSS.2011.6027289},
    • url = {https://www.merl.com/publications/TR2011-054}
    • }
  •  Liu, M.-Y., Tuzel, O., Ramalingam, S., Chellappa, R., "Entropy Rate Superpixel Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/​CVPR.2011.5995323, June 2011, pp. 2097-2104.
    BibTeX TR2011-035 PDF
    • @inproceedings{Liu2011jun,
    • author = {Liu, M.-Y. and Tuzel, O. and Ramalingam, S. and Chellappa, R.},
    • title = {Entropy Rate Superpixel Segmentation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2011,
    • pages = {2097--2104},
    • month = jun,
    • doi = {10.1109/CVPR.2011.5995323},
    • url = {https://www.merl.com/publications/TR2011-035}
    • }
  •  Ruta, A., Porikli, F.M., Watanabe, S., Li, Y., "In-vehicle Camera Traffic Sign Detection and Recognition", Machine Vision and Applications, Vol. 22, No. 2, March 2011.
    BibTeX TR2011-041 PDF
    • @article{Ruta2011mar,
    • author = {Ruta, A. and Porikli, F.M. and Watanabe, S. and Li, Y.},
    • title = {In-vehicle Camera Traffic Sign Detection and Recognition},
    • journal = {Machine Vision and Applications},
    • year = 2011,
    • volume = 22,
    • number = 2,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2011-041}
    • }
  •  Gouvea, E., Ezzat, T., "Vocabulary Independent Spoken Query: a Case for Subword Units", Interspeech, September 2010.
    BibTeX TR2010-089 PDF
    • @inproceedings{Gouvea2010sep,
    • author = {Gouvea, E. and Ezzat, T.},
    • title = {Vocabulary Independent Spoken Query: a Case for Subword Units},
    • booktitle = {Interspeech},
    • year = 2010,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2010-089}
    • }
  •  Raj, B., Wilson, K.W., Krueger, A., Haeb-Umbach, R., "Ungrounded Independent Non-Negative Factor Analysis", Interspeech, September 2010, pp. 330-333.
    BibTeX TR2010-122 PDF
    • @inproceedings{Raj2010sep,
    • author = {Raj, B. and Wilson, K.W. and Krueger, A. and Haeb-Umbach, R.},
    • title = {Ungrounded Independent Non-Negative Factor Analysis},
    • booktitle = {Interspeech},
    • year = 2010,
    • pages = {330--333},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2010-122}
    • }
  •  Joshi, A.J., Porikli, F., "Scene-Adaptive Human Detection with Incremental Active Learning", IEEE International Conference on Pattern Recognition (ICPR), August 2010.
    BibTeX TR2010-075 PDF
    • @inproceedings{Joshi2010aug,
    • author = {Joshi, A.J. and Porikli, F.},
    • title = {Scene-Adaptive Human Detection with Incremental Active Learning},
    • booktitle = {IEEE International Conference on Pattern Recognition (ICPR)},
    • year = 2010,
    • month = aug,
    • isbn = {978-0-7695-4109-9},
    • url = {https://www.merl.com/publications/TR2010-075}
    • }
  •  Li, X., Porikli, F., "Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis", IEEE International Conference on Pattern Recognition (ICPR), August 2010.
    BibTeX TR2010-073 PDF
    • @inproceedings{Li2010aug,
    • author = {Li, X. and Porikli, F.},
    • title = {Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis},
    • booktitle = {IEEE International Conference on Pattern Recognition (ICPR)},
    • year = 2010,
    • month = aug,
    • isbn = {978-0-7695-4109-9},
    • url = {https://www.merl.com/publications/TR2010-073}
    • }
  •  Porikli, F., "Learning on Manifolds", Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR), August 2010.
    BibTeX TR2010-079 PDF
    • @inproceedings{Porikli2010aug,
    • author = {Porikli, F.},
    • title = {Learning on Manifolds},
    • booktitle = {Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR \& SPR)},
    • year = 2010,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2010-079}
    • }