Publications

95 / 3,904 publications found.


  •  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., "Construction of Embedded Markov Decision Processes for Optimal Control of Non-Linear Systems with Continuous State Spaces", IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), DOI: 10.1109/​CDC.2011.6161310, December 2011, pp. 7944-7949.
    BibTeX TR2011-081 PDF
    • @inproceedings{Nikovski2011dec,
    • author = {Nikovski, D. and Esenther, A.},
    • title = {{Construction of Embedded Markov Decision Processes for Optimal Control of Non-Linear Systems with Continuous State Spaces}},
    • booktitle = {IEEE Conference on Decision and Control and European Control Conference (CDC-ECC)},
    • year = 2011,
    • pages = {7944--7949},
    • month = dec,
    • doi = {10.1109/CDC.2011.6161310},
    • url = {https://www.merl.com/publications/TR2011-081}
    • }
  •  Zhang, W., Nikovski, D., "State-space Approximate Dynamic Programming for Stochastic Unit Commitment", North American Power Symposium (NAPS), DOI: 10.1109/​NAPS.2011.6025113, August 2011, pp. 1-7.
    BibTeX TR2011-046 PDF
    • @inproceedings{Zhang2011aug,
    • author = {Zhang, W. and Nikovski, D.},
    • title = {{State-space Approximate Dynamic Programming for Stochastic Unit Commitment}},
    • booktitle = {North American Power Symposium (NAPS)},
    • year = 2011,
    • pages = {1--7},
    • month = aug,
    • doi = {10.1109/NAPS.2011.6025113},
    • url = {https://www.merl.com/publications/TR2011-046}
    • }
  •  Polatkan, G., Tuzel, O., "Compressed Inference for Probabilistic Sequential Models", Conference on Uncertainty in Artificial Intelligence (UAI), July 2011.
    BibTeX TR2011-051 PDF
    • @inproceedings{Polatkan2011jul,
    • author = {Polatkan, G. and Tuzel, O.},
    • title = {{Compressed Inference for Probabilistic Sequential Models}},
    • booktitle = {Conference on Uncertainty in Artificial Intelligence (UAI)},
    • year = 2011,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2011-051}
    • }
  •  Pathak, M., Rane, S., Sun, W., Raj, B., "Privacy Preserving Probabilistic Inference with Hidden Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2011.5947696, May 2011, pp. 5868-5871.
    BibTeX TR2011-017 PDF
    • @inproceedings{Pathak2011may,
    • author = {Pathak, M. and Rane, S. and Sun, W. and Raj, B.},
    • title = {{Privacy Preserving Probabilistic Inference with Hidden Markov Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2011,
    • pages = {5868--5871},
    • month = may,
    • doi = {10.1109/ICASSP.2011.5947696},
    • url = {https://www.merl.com/publications/TR2011-017}
    • }
  •  Nikovski, D., Zhang, W., "Factored Markov Decision Process Models for Stochastic Unit Commitment", IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply (CITRES), September 2010, pp. 28-35.
    BibTeX TR2010-083 PDF
    • @inproceedings{Nikovski2010sep,
    • author = {Nikovski, D. and Zhang, W.},
    • title = {{Factored Markov Decision Process Models for Stochastic Unit Commitment}},
    • booktitle = {IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply (CITRES)},
    • year = 2010,
    • pages = {28--35},
    • month = sep,
    • isbn = {978-1-4244-6076-2},
    • url = {https://www.merl.com/publications/TR2010-083}
    • }
  •  Peng, R., Teo, K.H., Zhang, J., Chen, R.-R., "Low-Complexity Hybrid QRD-MCMC MIMO Detection", IEEE Global Telecommunications Conference (GLOBECOM), November 2008.
    BibTeX TR2008-086 PDF
    • @inproceedings{Peng2008nov,
    • author = {Peng, R. and Teo, K.H. and Zhang, J. and Chen, R.-R.},
    • title = {{Low-Complexity Hybrid QRD-MCMC MIMO Detection}},
    • booktitle = {IEEE Global Telecommunications Conference (GLOBECOM)},
    • year = 2008,
    • month = nov,
    • issn = {1930-529X},
    • url = {https://www.merl.com/publications/TR2008-086}
    • }
  •  Mei, X., Porikli, F., "Joint Tracking and Video Registration by Factorial Hidden Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2008, pp. 973-976.
    BibTeX TR2008-010 PDF
    • @inproceedings{Mei2008mar,
    • author = {Mei, X. and Porikli, F.},
    • title = {{Joint Tracking and Video Registration by Factorial Hidden Markov Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2008,
    • pages = {973--976},
    • month = mar,
    • issn = {1520-6149},
    • url = {https://www.merl.com/publications/TR2008-010}
    • }
  •  Wren, C., Ivanov, Y., Kaur, I., Leigh, D., Westhues, J., "SocialMotion: Measuring the Hidden Social Life of a Building", International Symposium on Location- and Context-Awareness (LoCA), September 2007, vol. 4718, pp. 85-102.
    BibTeX TR2007-034 PDF
    • @inproceedings{Wren2007sep,
    • author = {Wren, C. and Ivanov, Y. and Kaur, I. and Leigh, D. and Westhues, J.},
    • title = {{SocialMotion: Measuring the Hidden Social Life of a Building}},
    • booktitle = {International Symposium on Location- and Context-Awareness (LoCA)},
    • year = 2007,
    • volume = 4718,
    • series = {Lecture Notes in Computer Science},
    • pages = {85--102},
    • month = sep,
    • isbn = {978-3-540-75159-5},
    • url = {https://www.merl.com/publications/TR2007-034}
    • }
  •  Schonberg, D., Yeo, C., Draper, S.C., "On Compression of Encrypted Video", Data Compression Conference (DCC), March 2007, pp. 173-182.
    BibTeX TR2007-059 PDF
    • @inproceedings{Schonberg2007mar,
    • author = {Schonberg, D. and Yeo, C. and Draper, S.C.},
    • title = {{On Compression of Encrypted Video}},
    • booktitle = {Data Compression Conference (DCC)},
    • year = 2007,
    • pages = {173--182},
    • month = mar,
    • url = {https://www.merl.com/publications/TR2007-059}
    • }
  •  Tao, Z., Panwar, S., Gu, D., Zhang, J., "Performance Analysis and a Proposed Improvement for the IEEE 802.15.4 Contention Access Period", IEEE Wireless Communications and Networking Conference (WCNC), April 2006.
    BibTeX TR2006-056 PDF
    • @inproceedings{Tao2006apr,
    • author = {Tao, Z. and Panwar, S. and Gu, D. and Zhang, J.},
    • title = {{Performance Analysis and a Proposed Improvement for the IEEE 802.15.4 Contention Access Period}},
    • booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
    • year = 2006,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2006-056}
    • }
  •  Smaragdis, P., Boufounos, P., "Learning Source Trajectories Using Wrapped-Phase Hidden Markov Models", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), October 2005, pp. 114-117.
    BibTeX TR2005-138 PDF
    • @inproceedings{Smaragdis2005oct,
    • author = {Smaragdis, P. and Boufounos, P.},
    • title = {{Learning Source Trajectories Using Wrapped-Phase Hidden Markov Models}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2005,
    • pages = {114--117},
    • month = oct,
    • url = {https://www.merl.com/publications/TR2005-138}
    • }
  •  Brand, M., "A Random Walks Perspective on Maximizing Satisfaction and Profit", SIAM Conference on Optimization, May 2005.
    BibTeX TR2005-050 PDF
    • @inproceedings{Brand2005may,
    • author = {Brand, M.},
    • title = {{A Random Walks Perspective on Maximizing Satisfaction and Profit}},
    • booktitle = {SIAM Conference on Optimization},
    • year = 2005,
    • month = may,
    • url = {https://www.merl.com/publications/TR2005-050}
    • }
  •  Xie, L., Kennedy, L., Chang, S.-F., Divakaran, A., Sun, H., Lin, C.-Y., "Layered Dynamic Mixture Model for Pattern Discovery in Asynchronous Multi-Modal Streams", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2005, vol. 2, pp. 1053-1056.
    BibTeX TR2005-078 PDF
    • @inproceedings{Xie2005mar,
    • author = {Xie, L. and Kennedy, L. and Chang, S.-F. and Divakaran, A. and Sun, H. and Lin, C.-Y.},
    • title = {{Layered Dynamic Mixture Model for Pattern Discovery in Asynchronous Multi-Modal Streams}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2005,
    • volume = 2,
    • pages = {1053--1056},
    • month = mar,
    • issn = {1520-6149},
    • url = {https://www.merl.com/publications/TR2005-078}
    • }
  •  Nikovski, D., Brand, M., "Exact Calculation of Expected Waiting Times for Group Elevator Control", IEEE Transactions on Automatic Control, Vol. 49, No. 10, pp. 1820-1823, October 2004.
    BibTeX TR2004-148 PDF
    • @article{Nikovski2004oct,
    • author = {Nikovski, D. and Brand, M.},
    • title = {{Exact Calculation of Expected Waiting Times for Group Elevator Control}},
    • journal = {IEEE Transactions on Automatic Control},
    • year = 2004,
    • volume = 49,
    • number = 10,
    • pages = {1820--1823},
    • month = oct,
    • issn = {0018-9286},
    • url = {https://www.merl.com/publications/TR2004-148}
    • }
  •  Li, X., Porikli, F.M., "A Hidden Markov Model Framework for Traffic Event Detection Using Video Features", IEEE International Conference on Image Processing (ICIP), October 2004, vol. 5, pp. 2901-2904.
    BibTeX TR2004-130 PDF
    • @inproceedings{Li2004oct,
    • author = {Li, X. and Porikli, F.M.},
    • title = {{A Hidden Markov Model Framework for Traffic Event Detection Using Video Features}},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2004,
    • volume = 5,
    • pages = {2901--2904},
    • month = oct,
    • issn = {1522-4880},
    • url = {https://www.merl.com/publications/TR2004-130}
    • }
  •  Xie, L., Kennedy, L., Chang, S.-F., Divakaran, A., Sun, H., Lin, C.-Y., "Discovering Meaningful Multimedia Patterns with Audio-Visual Concepts and Associated Text", IEEE International Conference on Image Processing (ICIP), October 2004, vol. 4, pp. 2383-2386.
    BibTeX TR2004-128 PDF
    • @inproceedings{Xie2004oct,
    • author = {Xie, L. and Kennedy, L. and Chang, S.-F. and Divakaran, A. and Sun, H. and Lin, C.-Y.},
    • title = {{Discovering Meaningful Multimedia Patterns with Audio-Visual Concepts and Associated Text}},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2004,
    • volume = 4,
    • pages = {2383--2386},
    • month = oct,
    • issn = {1522-4880},
    • url = {https://www.merl.com/publications/TR2004-128}
    • }
  •  Radhakrishnan, R., Xiong, Z., Divakaran, A., Memon, N., "Time Series Analysis and Segmentation Using Eigenvectors for Mining Semantic Audio Label Sequences", IEEE International Conference on Multimedia and Expo (ICME), June 2004.
    BibTeX TR2004-063 PDF
    • @inproceedings{Radhakrishnan2004jun,
    • author = {Radhakrishnan, R. and Xiong, Z. and Divakaran, A. and Memon, N.},
    • title = {{Time Series Analysis and Segmentation Using Eigenvectors for Mining Semantic Audio Label Sequences}},
    • booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
    • year = 2004,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2004-063}
    • }
  •  Porikli, F.M., Li, X., "Traffic Congestion Estimation Using HMM Models Without Vehicle Tracking", IEEE Intelligent Vehicles Symposium (IV), June 2004, pp. 188-193.
    BibTeX TR2004-019 PDF
    • @inproceedings{Porikli2004jun2,
    • author = {Porikli, F.M. and Li, X.},
    • title = {{Traffic Congestion Estimation Using HMM Models Without Vehicle Tracking}},
    • booktitle = {IEEE Intelligent Vehicles Symposium (IV)},
    • year = 2004,
    • pages = {188--193},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2004-019}
    • }
  •  Xie, L., Xu, P., Chang, S.-F., Divakaran, A., Sun, H., "Structure Analysis of Soccer Video with Domain Knowledge and Hidden Markov Models", Pattern Recognition Letters, Vol. 25, No. 7, pp. 767-775, May 2004.
    BibTeX TR2004-081 PDF
    • @article{Xie2004may,
    • author = {Xie, L. and Xu, P. and Chang, S.-F. and Divakaran, A. and Sun, H.},
    • title = {{Structure Analysis of Soccer Video with Domain Knowledge and Hidden Markov Models}},
    • journal = {Pattern Recognition Letters},
    • year = 2004,
    • volume = 25,
    • number = 7,
    • pages = {767--775},
    • month = may,
    • publisher = {Elsevier},
    • url = {https://www.merl.com/publications/TR2004-081}
    • }
  •  Porikli, F.M., "Trajectory Distance Metric Using Hidden Markov Model Based Representation", European Conference on Computer Vision (ECCV), May 2004.
    BibTeX TR2004-030 PDF
    • @inproceedings{Porikli2004may3,
    • author = {Porikli, F.M.},
    • title = {{Trajectory Distance Metric Using Hidden Markov Model Based Representation}},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2004,
    • month = may,
    • url = {https://www.merl.com/publications/TR2004-030}
    • }
  •  Brand, M., Nikovski, D.N., "Optimal Parking in Group Elevator Control", IEEE International Conference on Robotics and Automation (ICRA), April 2004, vol. 1, pp. 1002-1008.
    BibTeX TR2004-044 PDF
    • @inproceedings{Brand2004apr1,
    • author = {Brand, M. and Nikovski, D.N.},
    • title = {{Optimal Parking in Group Elevator Control}},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2004,
    • volume = 1,
    • pages = {1002--1008},
    • month = apr,
    • issn = {1050-4729},
    • url = {https://www.merl.com/publications/TR2004-044}
    • }
  •  Radhakrishan, R., Xiong, Z., Divakaran, A., Ishikawa, Y., "Generation of Sports Highlights Using a Combination of Supervised & Unsupervised Learning in Audio Domain", IEEE Pacific-Rim Conference on Multimedia (PCM), December 2003, vol. 2, pp. 935-939.
    BibTeX TR2003-144 PDF
    • @inproceedings{Radhakrishan2003dec,
    • author = {Radhakrishan, R. and Xiong, Z. and Divakaran, A. and Ishikawa, Y.},
    • title = {{Generation of Sports Highlights Using a Combination of Supervised \& Unsupervised Learning in Audio Domain}},
    • booktitle = {IEEE Pacific-Rim Conference on Multimedia (PCM)},
    • year = 2003,
    • volume = 2,
    • pages = {935--939},
    • month = dec,
    • url = {https://www.merl.com/publications/TR2003-144}
    • }
  •  Xie, L., Chang, S.-F., Divakaran, A., Sun, H., "Unsupervised Mining of Statistical Temporal Structures in Video" in Video Mining, DOI: 10.1007/​978-1-4757-6928-9_10, Springer, October 2003.
    BibTeX TR2003-132 PDF
    • @incollection{Xie2003oct,
    • author = {Xie, L. and Chang, S.-F. and Divakaran, A. and Sun, H.},
    • title = {{Unsupervised Mining of Statistical Temporal Structures in Video}},
    • booktitle = {Video Mining},
    • year = 2003,
    • month = oct,
    • publisher = {Springer},
    • doi = {10.1007/978-1-4757-6928-9_10},
    • url = {https://www.merl.com/publications/TR2003-132}
    • }
  •  Reyes-Gomez, M.J., Raj, B., Ellis, D.P.W., "Multi-Channel Source Separation by Beamforming Trained with Factorial HMMS", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), October 2003, pp. 13-16.
    BibTeX TR2003-88 PDF
    • @inproceedings{Reyes-Gomez2003oct,
    • author = {Reyes-Gomez, M.J. and Raj, B. and Ellis, D.P.W.},
    • title = {{Multi-Channel Source Separation by Beamforming Trained with Factorial HMMS}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2003,
    • pages = {13--16},
    • month = oct,
    • url = {https://www.merl.com/publications/TR2003-88}
    • }