Publications

21 / 2,443 publications found.


  •  Jones, M.J., Kobori, H., "Improving face verification and person re-identification accuracy using hyperplane similarity", IEEE Workshop on Analysis and Modeling of Faces and Gestures (at ICCV), October 2017.
  •  Singh, B., Marks, T.K., Jones, M.J, , Tuzel, C.O., "A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.216, June 2016, pp. 1961-1970.
  •  Jones, M.J.; Nikovski, D.N.; Imamura, M.; Hirata, T., "Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series", Journal of Data Mining and Knowledge Discovery, DOI: 10.1007/s10618-015-0449-3, ISSN: 1573-756X, Vol. 30, No. 6, pp. 1427-1454, March 2016.
    BibTeX Download PDFRead TR2016-027
    • @article{Jones2016mar,
    • author = {Jones, M.J. and Nikovski, D.N. and Imamura, M. and Hirata, T.},
    • title = {Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series},
    • journal = {Journal of Data Mining and Knowledge Discovery},
    • year = 2016,
    • volume = 30,
    • number = 6,
    • pages = {1427--1454},
    • month = mar,
    • doi = {10.1007/s10618-015-0449-3},
    • issn = {1573-756X},
    • url = {http://www.merl.com/publications/TR2016-027}
    • }
  •  Ahmed, E.; Jones, M.J.; Marks, T.K., "An Improved Deep Learning Architecture for Person Re-Identification", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7299016, June 2015, pp. 3908-3916.
    BibTeX Download PDFRead TR2015-076
    • @inproceedings{Jones2015jun,
    • author = {Ahmed, E. and Jones, M.J. and Marks, T.K.},
    • title = {An Improved Deep Learning Architecture for Person Re-Identification},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2015,
    • pages = {3908--3916},
    • month = jun,
    • doi = {10.1109/CVPR.2015.7299016},
    • url = {http://www.merl.com/publications/TR2015-076}
    • }
  •  Papazov, C.; Marks, T.K.; Jones, M.J., "Real-time Head Pose and Facial Landmark Estimation from Depth Images Using Triangular Surface Patch Features", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2015.7299104, June 2015, pp. 4722-4730.
    BibTeX Download PDFRead TR2015-069
    • @inproceedings{Marks2015jun,
    • author = {Papazov, C. and Marks, T.K. and Jones, M.J.},
    • title = {Real-time Head Pose and Facial Landmark Estimation from Depth Images Using Triangular Surface Patch Features},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2015,
    • pages = {4722--4730},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/CVPR.2015.7299104},
    • url = {http://www.merl.com/publications/TR2015-069}
    • }
  •  Imamura, M.; Nikovski, D.N.; Sahinoglu, Z.; Jones, M.J., "A Survey on Machine Learning for Equipment Condition Monitoring using Sensor Big Data", IIEEJ Transactions on Image Electronics and Visual Computing, ISSN: 2188-1901, Vol. 2, No. 2, December 2014.
    BibTeX
    • @article{Imamura2014dec,
    • author = {Imamura, M. and Nikovski, D.N. and Sahinoglu, Z. and Jones, M.J.},
    • title = {A Survey on Machine Learning for Equipment Condition Monitoring using Sensor Big Data},
    • journal = {IIEEJ Transactions on Image Electronics and Visual Computing},
    • year = 2014,
    • volume = 2,
    • number = 2,
    • month = dec,
    • issn = {2188-1901},
    • url = {http://cebook.dolab.jp/DcSeRO/DcSeRO57.dll?JVV&ID=-UBXFY0NWY}
    • }
  •  Kumar, S.; Marks, T.K.; Jones, M., "Improving Person Tracking Using an Inexpensive Thermal Infrared Sensor", IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), DOI: 10.1109/CVPRW.2014.41, June 2014, pp. 217-224.
    BibTeX Download PDFRead TR2014-036
    • @inproceedings{Kumar2014jun,
    • author = {Kumar, S. and Marks, T.K. and Jones, M.},
    • title = {Improving Person Tracking Using an Inexpensive Thermal Infrared Sensor},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
    • year = 2014,
    • pages = {217--224},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/CVPRW.2014.41},
    • url = {http://www.merl.com/publications/TR2014-036}
    • }
  •  Jones, M.; Nikovski, D.; Imamura, M.; Hirata, T., "Anomaly Detection in Real-valued Multidimensional Time Series", ASE Bigdata/Socialcom/Cyber Security Conference, ISBN: 978-1-62561-000-3, June 2014.
    BibTeX Download PDFRead TR2014-042
    • @inproceedings{Jones2014jun,
    • author = {Jones, M. and Nikovski, D. and Imamura, M. and Hirata, T.},
    • title = {Anomaly Detection in Real-valued Multidimensional Time Series},
    • booktitle = {ASE Bigdata/Socialcom/Cyber Security Conference},
    • year = 2014,
    • month = jun,
    • publisher = {Academy of Science and Engineering (ASE)},
    • isbn = {978-1-62561-000-3},
    • url = {http://www.merl.com/publications/TR2014-042}
    • }
  •  Jones, M.; Geng, Y.; Nikovski, D.; Hirata, T., "Predicting Link Travel Times from Floating Car Data", IEEE International Conference on Intelligent Transportation Systems (ITSC), October 2013.
    BibTeX Download PDFRead TR2013-095
    • @inproceedings{Jones2013oct,
    • author = {Jones, M. and Geng, Y. and Nikovski, D. and Hirata, T.},
    • title = {Predicting Link Travel Times from Floating Car Data},
    • booktitle = {IEEE International Conference on Intelligent Transportation Systems (ITSC)},
    • year = 2013,
    • month = oct,
    • url = {http://www.merl.com/publications/TR2013-095}
    • }
  •  Asthana, A.; Marks, T.K.; Jones, M.J.; Tieu, K.H.; Rohith, M., "Fully Automatic Pose-Invariant Face Recognition via 3D Pose Normalization", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/ICCV.2011.6126336, November 2011, pp. 937-944.
    BibTeX Download PDFRead TR2011-074
    • @inproceedings{Asthana2011nov,
    • author = {Asthana, A. and Marks, T.K. and Jones, M.J. and Tieu, K.H. and Rohith, M.},
    • title = {Fully Automatic Pose-Invariant Face Recognition via 3D Pose Normalization},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2011,
    • pages = {937--944},
    • month = nov,
    • doi = {10.1109/ICCV.2011.6126336},
    • url = {http://www.merl.com/publications/TR2011-074}
    • }
  •  Asthana, A.; Jones, M.J.; Marks, T.K.; Tieu, K.H.; Goecke, R., "Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition", British Machine Vision Conference (BMVC), August 2011.
    BibTeX Download PDFRead TR2011-055
    • @inproceedings{Asthana2011aug,
    • author = {Asthana, A. and Jones, M.J. and Marks, T.K. and Tieu, K.H. and Goecke, R.},
    • title = {Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition},
    • booktitle = {British Machine Vision Conference (BMVC)},
    • year = 2011,
    • month = aug,
    • url = {http://www.merl.com/publications/TR2011-055}
    • }
  •  Kumar, R.; Jones, M.J.; Marks, T.K., "Morphable Reflectance Fields for Enhancing Face Recognition", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2010.5539972, June 2010, pp. 2606-2613.
    BibTeX Download PDFRead TR2010-039
    • @inproceedings{Kumar2010jun,
    • author = {Kumar, R. and Jones, M.J. and Marks, T.K.},
    • title = {Morphable Reflectance Fields for Enhancing Face Recognition},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2010,
    • pages = {2606--2613},
    • month = jun,
    • doi = {10.1109/CVPR.2010.5539972},
    • url = {http://www.merl.com/publications/TR2010-039}
    • }
  •  Pelossof, R.; Jones, M.J.; Vovsha, I.; Rudin, C., "Online Coordinate Boosting", On-line Learning for Computer Vision Workshop (OLCV), October 2009.
    BibTeX Download PDFRead TR2009-086
    • @inproceedings{Pelossof2009oct,
    • author = {Pelossof, R. and Jones, M.J. and Vovsha, I. and Rudin, C.},
    • title = {Online Coordinate Boosting},
    • booktitle = {On-line Learning for Computer Vision Workshop (OLCV)},
    • year = 2009,
    • month = oct,
    • url = {http://www.merl.com/publications/TR2009-086}
    • }
  •  Jones, M.J., "Face Recognition: Where we are and where to go from here", IEEJ Transactions on Electronic, Information and Systems, Vol. 129, No. 5, pp. 770-777, January 2009.
    BibTeX Download PDFRead TR2009-023
    • @article{Jones2009jan,
    • author = {Jones, M.J.},
    • title = {Face Recognition: Where we are and where to go from here},
    • journal = {IEEJ Transactions on Electronic, Information and Systems},
    • year = 2009,
    • volume = 129,
    • number = 5,
    • pages = {770--777},
    • month = jan,
    • url = {http://www.merl.com/publications/TR2009-023}
    • }
  •  Jones, M.; Snow, D., "Pedestrian Detection Using Boosted Features Over Many Frames", IEEE International Conference on Pattern Recognition (ICPR), December 2008.
    BibTeX Download PDFRead TR2008-027
    • @inproceedings{Jones2008dec,
    • author = {Jones, M. and Snow, D.},
    • title = {Pedestrian Detection Using Boosted Features Over Many Frames},
    • booktitle = {IEEE International Conference on Pattern Recognition (ICPR)},
    • year = 2008,
    • month = dec,
    • url = {http://www.merl.com/publications/TR2008-027}
    • }
  •  Raphael Pelossof, Michael Jones, "A New Weak Learning Algorithm for Real Hyperplane Features Applied to Face Detection", Tech. Rep. TR2007-074, Mitsubishi Electric Research Laboratories, Cambridge, MA, June 2008.
    BibTeX Download PDFRead TR2007-074
    • @techreport{MERL_TR2007-074,
    • author = {Raphael Pelossof and Michael Jones},
    • title = {A New Weak Learning Algorithm for Real Hyperplane Features Applied to Face Detection},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2007-074},
    • month = jun,
    • year = 2008,
    • url = {http://www.merl.com/publications/TR2007-074/}
    • }
  •  Guodong Guo, Michael Jones and Paul Beardsley, "A System for Automatic Iris Capturing", Tech. Rep. TR2005-044, Mitsubishi Electric Research Laboratories, Cambridge, MA, June 2005.
    BibTeX Download PDFRead TR2005-044
    • @techreport{MERL_TR2005-044,
    • author = {Guodong Guo and Michael Jones and Paul Beardsley},
    • title = {A System for Automatic Iris Capturing},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2005-044},
    • month = jun,
    • year = 2005,
    • url = {http://www.merl.com/publications/TR2005-044/}
    • }
  •  Viola, P.; Jones, M.J.; Snow, D., "Detecting Pedestrians Using Patterns of Motion and Appearance", IEEE International Conference on Computer Vision (ICCV), October 2003, vol. 2, pp. 734-741.
    BibTeX Download PDFRead TR2003-90
    • @inproceedings{Viola2003oct,
    • author = {Viola, P. and Jones, M.J. and Snow, D.},
    • title = {Detecting Pedestrians Using Patterns of Motion and Appearance},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2003,
    • volume = 2,
    • pages = {734--741},
    • month = oct,
    • url = {http://www.merl.com/publications/TR2003-90}
    • }
  •  Jones, M., Viola, P., "Fast Multi-view Face Detection", Tech. Rep. TR2003-96, Mitsubishi Electric Research Laboratories, Cambridge, MA, August 2003.
    BibTeX Download PDFRead TR2003-96
    • @techreport{MERL_TR2003-96,
    • author = {Jones, M. and Viola, P.},
    • title = {Fast Multi-view Face Detection},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2003-96},
    • month = aug,
    • year = 2003,
    • url = {http://www.merl.com/publications/TR2003-96/}
    • }
  •  Jones, M., Viola, P., "Face Recognition Using Boosted Local Features", Tech. Rep. TR2003-25, Mitsubishi Electric Research Laboratories, Cambridge, MA, May 2003.
    BibTeX Download PDFRead TR2003-25
    • @techreport{MERL_TR2003-25,
    • author = {Jones, M. and Viola, P.},
    • title = {Face Recognition Using Boosted Local Features},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2003-25},
    • month = may,
    • year = 2003,
    • url = {http://www.merl.com/publications/TR2003-25/}
    • }