Publications

36 / 3,604 publications found.


  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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/}
    • }