Publications

95 / 3,904 publications found.


  •  Xie, L., Chang, S.-F., Divakaran, A., Sun, H., "Feature Selection for Unsupervised Discovery of Statistical Temporal Structures in Video", IEEE International Conference on Image Processing (ICIP), September 2003, vol. 1, pp. 29-32.
    BibTeX TR2003-116 PDF
    • @inproceedings{Xie2003sep,
    • author = {Xie, L. and Chang, S.-F. and Divakaran, A. and Sun, H.},
    • title = {{Feature Selection for Unsupervised Discovery of Statistical Temporal Structures in Video}},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2003,
    • volume = 1,
    • pages = {29--32},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2003-116}
    • }
  •  Radhakrishan, R., Xiong, Z., Divakaran, A., Raj, B., "Investigation on Effectiveness of Mid-Level Feature Representation for Semantic Boundary Detection in News Video", SPIE Conference on Internet Multimedia Management Systems, September 2003, vol. 5242, pp. 74-80.
    BibTeX TR2003-119 PDF
    • @inproceedings{Radhakrishan2003sep,
    • author = {Radhakrishan, R. and Xiong, Z. and Divakaran, A. and Raj, B.},
    • title = {{Investigation on Effectiveness of Mid-Level Feature Representation for Semantic Boundary Detection in News Video}},
    • booktitle = {SPIE Conference on Internet Multimedia Management Systems},
    • year = 2003,
    • volume = 5242,
    • pages = {74--80},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2003-119}
    • }
  •  Xiong, Z., Radhakrishnan, R., Divakaran, A., Huang, T.S., "Comparing MFCC and MPEG-7 Audio Features for Feature Extraction, Maximum Likelihood HMM and Entropic Prior HMM for Sports Audio Classification", IEEE International Conference on Multimedia and Expo (ICME), DOI: 10.1109/​ICME.2003.1221332, July 2003, vol. 3, pp. 397-400.
    BibTeX TR2004-082 PDF
    • @inproceedings{Xiong2003jul2,
    • author = {Xiong, Z. and Radhakrishnan, R. and Divakaran, A. and Huang, T.S.},
    • title = {{Comparing MFCC and MPEG-7 Audio Features for Feature Extraction, Maximum Likelihood HMM and Entropic Prior HMM for Sports Audio Classification}},
    • booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
    • year = 2003,
    • volume = 3,
    • pages = {397--400},
    • month = jul,
    • doi = {10.1109/ICME.2003.1221332},
    • url = {https://www.merl.com/publications/TR2004-082}
    • }
  •  Xiong, Z., Radhakrishnan, R., Divakaran, A., Huang, T.S., "Audio Events Detection Based Highlights Extraction from Baseball, Golf and Soccer Games in a Unified Framework", IEEE International Conference on Multimedia and Expo (ICME), July 2003, vol. 3, pp. 401-404.
    BibTeX TR2003-149 PDF
    • @inproceedings{Xiong2003jul1,
    • author = {Xiong, Z. and Radhakrishnan, R. and Divakaran, A. and Huang, T.S.},
    • title = {{Audio Events Detection Based Highlights Extraction from Baseball, Golf and Soccer Games in a Unified Framework}},
    • booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
    • year = 2003,
    • volume = 3,
    • pages = {401--404},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2003-149}
    • }
  •  Xie, L., Chang, S.-F., Divakaran, A., Sun, H., "Unsupervised Discovery of Multilevel Statistical Video Structures Using Hierarchical Hidden Markov Models", IEEE International Conference on Multimedia and Expo (ICME), July 2003, vol. 3, pp. 29-32.
    BibTeX TR2003-101 PDF
    • @inproceedings{Xie2003jul,
    • author = {Xie, L. and Chang, S.-F. and Divakaran, A. and Sun, H.},
    • title = {{Unsupervised Discovery of Multilevel Statistical Video Structures Using Hierarchical Hidden Markov Models}},
    • booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
    • year = 2003,
    • volume = 3,
    • pages = {29--32},
    • month = jul,
    • url = {https://www.merl.com/publications/TR2003-101}
    • }
  •  Nikovski, D., Brand, M., "Decision-Theoretic Group Elevator Scheduling", International Conference on Automated Planning and Scheduling (ICAPS), June 2003.
    BibTeX TR2003-61 PDF
    • @inproceedings{Nikovski2003jun1,
    • author = {Nikovski, D. and Brand, M.},
    • title = {{Decision-Theoretic Group Elevator Scheduling}},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2003,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2003-61}
    • }
  •  Vetro, A., Wang, Y., Sun, H., "Rate-Distortion Modeling for Multiscale Binary Shape Coding Based on Markov Random Fields", IEEE Transactions on Image Processing, Vol. 12, No. 3, pp. 356-364, March 2003.
    BibTeX TR2003-31 PDF
    • @article{Vetro2003mar1,
    • author = {Vetro, A. and Wang, Y. and Sun, H.},
    • title = {{Rate-Distortion Modeling for Multiscale Binary Shape Coding Based on Markov Random Fields}},
    • journal = {IEEE Transactions on Image Processing},
    • year = 2003,
    • volume = 12,
    • number = 3,
    • pages = {356--364},
    • month = mar,
    • issn = {1057-7149},
    • url = {https://www.merl.com/publications/TR2003-31}
    • }
  •  Xie, L., Chang, S.-F., Divakaran, A., Sun, H., "Structure Analysis of Soccer Video with Hidden Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2002, vol. 4, pp. 4096-4099.
    BibTeX IEEE Xplore
    • @inproceedings{Xie2002may,
    • author = {Xie, L. and Chang, S.-F. and Divakaran, A. and Sun, H.},
    • title = {{Structure Analysis of Soccer Video with Hidden Markov Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2002,
    • volume = 4,
    • pages = {4096--4099},
    • month = may,
    • issn = {1520-6149},
    • url = {https://ieeexplore.ieee.org/document/1004819}
    • }
  •  Jonathan S. Yedidia, William T. Freeman, Yair Weiss, "Bethe free energy, Kikuchi approximations, and belief propagation algorithms", Tech. Rep. TR2001-16, Mitsubishi Electric Research Laboratories, Cambridge, MA, May 2001.
    BibTeX TR2001-16 PDF
    • @techreport{MERL_TR2001-16,
    • author = {Jonathan S. Yedidia, William T. Freeman, Yair Weiss},
    • title = {Bethe free energy, Kikuchi approximations, and belief propagation algorithms},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2001-16},
    • month = may,
    • year = 2001,
    • url = {https://www.merl.com/publications/TR2001-16/}
    • }
  •  Yedidia, J.S., Freeman, W.T., Weiss, Y., "Generalized Belief Propagation", Advances in Neural Information Processing Systems (NIPS), December 2000, vol. 13, pp. 689-695.
    BibTeX TR2000-26 PDF
    • @inproceedings{Yedidia2000dec,
    • author = {Yedidia, J.S. and Freeman, W.T. and Weiss, Y.},
    • title = {{Generalized Belief Propagation}},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2000,
    • volume = 13,
    • pages = {689--695},
    • month = dec,
    • url = {https://www.merl.com/publications/TR2000-26}
    • }
  •  William T. Freeman, Egon C. Pasztor, Owen T. Carmichael, "Learning Low-Level Vision", Tech. Rep. TR2000-05, Mitsubishi Electric Research Laboratories, Cambridge, MA, June 2000.
    BibTeX TR2000-05 PDF
    • @techreport{MERL_TR2000-05,
    • author = {William T. Freeman, Egon C. Pasztor, Owen T. Carmichael},
    • title = {Learning Low-Level Vision},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2000-05},
    • month = jun,
    • year = 2000,
    • url = {https://www.merl.com/publications/TR2000-05/}
    • }
  •  William T. Freeman, Egon C. Pasztor, "Markov Networks for Super-Resolution", Tech. Rep. TR2000-08, Mitsubishi Electric Research Laboratories, Cambridge, MA, March 2000.
    BibTeX TR2000-08 PDF
    • @techreport{MERL_TR2000-08,
    • author = {William T. Freeman, Egon C. Pasztor},
    • title = {Markov Networks for Super-Resolution},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2000-08},
    • month = mar,
    • year = 2000,
    • url = {https://www.merl.com/publications/TR2000-08/}
    • }
  •  William T. Freeman, Yair Weiss, "On the fixed points of the max-product algorithm", Tech. Rep. TR99-39, Mitsubishi Electric Research Laboratories, Cambridge, MA, December 1999.
    BibTeX TR99-39 PDF
    • @techreport{MERL_TR99-39,
    • author = {William T. Freeman, Yair Weiss},
    • title = {On the fixed points of the max-product algorithm},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR99-39},
    • month = dec,
    • year = 1999,
    • url = {https://www.merl.com/publications/TR99-39/}
    • }
  •  William T. Freeman, Egon C. Pasztor, "Learning low-level vision", Tech. Rep. TR99-12, Mitsubishi Electric Research Laboratories, Cambridge, MA, July 1999.
    BibTeX TR99-12 PDF
    • @techreport{MERL_TR99-12,
    • author = {William T. Freeman, Egon C. Pasztor},
    • title = {Learning low-level vision},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR99-12},
    • month = jul,
    • year = 1999,
    • url = {https://www.merl.com/publications/TR99-12/}
    • }
  •  Brand, M., "Structure Discovery in Conditional Probability Distributions via an Entropic Prior and Parameter Extinction", Neural Computation Journal, Vol. 11, No. 5, pp. 1155-1182, July 1999.
    BibTeX TR98-18 PDF
    • @article{Brand1999jul,
    • author = {Brand, M.},
    • title = {{Structure Discovery in Conditional Probability Distributions via an Entropic Prior and Parameter Extinction}},
    • journal = {Neural Computation Journal},
    • year = 1999,
    • volume = 11,
    • number = 5,
    • pages = {1155--1182},
    • month = jul,
    • url = {https://www.merl.com/publications/TR98-18}
    • }
  •  Brand, M., "Structure and Parameter Learning via Entropy Minimization, with Applications to Mixture and Hidden Markov Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 1999, vol. 3, pp. 1749-52.
    BibTeX IEEE Xplore
    • @inproceedings{Brand1999mar,
    • author = {Brand, M.},
    • title = {{Structure and Parameter Learning via Entropy Minimization, with Applications to Mixture and Hidden Markov Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 1999,
    • volume = 3,
    • pages = {1749--52},
    • month = mar,
    • url = {https://ieeexplore.ieee.org/document/756333}
    • }
  •  William T. Freeman, Egon C. Pasztor, "Markov networks for low-level vision", Tech. Rep. TR99-08, Mitsubishi Electric Research Laboratories, Cambridge, MA, February 1999.
    BibTeX TR99-08 PDF
    • @techreport{MERL_TR99-08,
    • author = {William T. Freeman, Egon C. Pasztor},
    • title = {Markov networks for low-level vision},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR99-08},
    • month = feb,
    • year = 1999,
    • url = {https://www.merl.com/publications/TR99-08/}
    • }
  •  William T. Freeman, Egon C. Pasztor, "Learning to estimate scenes from images", Tech. Rep. TR99-05, Mitsubishi Electric Research Laboratories, Cambridge, MA, January 1999.
    BibTeX TR99-05 PDF
    • @techreport{MERL_TR99-05,
    • author = {William T. Freeman, Egon C. Pasztor},
    • title = {Learning to estimate scenes from images},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR99-05},
    • month = jan,
    • year = 1999,
    • url = {https://www.merl.com/publications/TR99-05/}
    • }
  •  Matthew Brand, "An entropic estimator for structure discovery", Tech. Rep. TR98-19, Mitsubishi Electric Research Laboratories, Cambridge, MA, September 1998.
    BibTeX TR98-19 PDF
    • @techreport{MERL_TR98-19,
    • author = {Matthew Brand},
    • title = {An entropic estimator for structure discovery},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR98-19},
    • month = sep,
    • year = 1998,
    • url = {https://www.merl.com/publications/TR98-19/}
    • }
  •  Matthew Brand, "Learning concise models of human activity from ambient video via a structure-inducing M-step estimator", Tech. Rep. TR97-25, Mitsubishi Electric Research Laboratories, Cambridge, MA, November 1997.
    BibTeX TR97-25 PDF
    • @techreport{MERL_TR97-25,
    • author = {Matthew Brand},
    • title = {Learning concise models of human activity from ambient video via a structure-inducing M-step estimator},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR97-25},
    • month = nov,
    • year = 1997,
    • url = {https://www.merl.com/publications/TR97-25/}
    • }