Publications

557 / 3,666 publications found.


  •  Venkatraman, V., Porikli, F.M., "RelCom: Relational Combinatorics Features for Rapid Object Detection", IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum, June 2010.
    BibTeX TR2010-036 PDF
    • @inproceedings{Venkatraman2010jun,
    • author = {Venkatraman, V. and Porikli, F.M.},
    • title = {RelCom: Relational Combinatorics Features for Rapid Object Detection},
    • booktitle = {IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum},
    • year = 2010,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2010-036}
    • }
  •  Joshi, A.J., Porikli, F., Papanikolopoulos, N., "Multi-Class Batch-mode Active Learning for Image Classification", IEEE International Conference on Robotics and Automation (ICRA), May 2010, pp. 1873-1878.
    BibTeX TR2010-034 PDF
    • @inproceedings{Joshi2010may,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Multi-Class Batch-mode Active Learning for Image Classification},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2010,
    • pages = {1873--1878},
    • month = may,
    • issn = {1050-5729},
    • url = {https://www.merl.com/publications/TR2010-034}
    • }
  •  Mitra, K., Veeraraghavan, A.N., Chellappa, R., "Robust Regression using Sparse Learning for High Dimensional Parameter Estimation Problems", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2010.
    BibTeX TR2010-032 PDF
    • @inproceedings{Mitra2010mar,
    • author = {Mitra, K. and Veeraraghavan, A.N. and Chellappa, R.},
    • title = {Robust Regression using Sparse Learning for High Dimensional Parameter Estimation Problems},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2010,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2010-032}
    • }
  •  Andrzej Ruta, Fatih Porikli, Yongmin Li, Shintaro Watanabe, "In-Vehicle Camera Traffic Sign Detection and Recognition", Tech. Rep. TR2009-081, Mitsubishi Electric Research Laboratories, Cambridge, MA, December 2009.
    BibTeX TR2009-081 PDF
    • @techreport{MERL_TR2009-081,
    • author = {Andrzej Ruta, Fatih Porikli, Yongmin Li, Shintaro Watanabe},
    • title = {In-Vehicle Camera Traffic Sign Detection and Recognition},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2009-081},
    • month = dec,
    • year = 2009,
    • url = {https://www.merl.com/publications/TR2009-081/}
    • }
  •  Hussein, M.E., Porikli, F.M., Davis, L., "Object Detection via Boosted Deformable Features", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2009.5414561, November 2009, pp. 1445-1448.
    BibTeX TR2009-072 PDF
    • @inproceedings{Hussein2009nov,
    • author = {Hussein, M.E. and Porikli, F.M. and Davis, L.},
    • title = {Object Detection via Boosted Deformable Features},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2009,
    • pages = {1445--1448},
    • month = nov,
    • doi = {10.1109/ICIP.2009.5414561},
    • url = {https://www.merl.com/publications/TR2009-072}
    • }
  •  Pelossof, R., Jones, M.J., Vovsha, I., Rudin, C., "Online Coordinate Boosting", On-line Learning for Computer Vision Workshop (OLCV), October 2009.
    BibTeX TR2009-086 PDF
    • @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 = {https://www.merl.com/publications/TR2009-086}
    • }
  •  Tuzel, C.O., Porikli, F.M., Meer, P., "Kernel Methods for Weakly Supervised Mean Shift Clustering", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/​1CCV.2009.5459204, September 2009, pp. 48-55.
    BibTeX TR2009-066 PDF
    • @inproceedings{Tuzel2009sep,
    • author = {Tuzel, C.O. and Porikli, F.M. and Meer, P.},
    • title = {Kernel Methods for Weakly Supervised Mean Shift Clustering},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2009,
    • pages = {48--55},
    • month = sep,
    • doi = {10.1109/1CCV.2009.5459204},
    • url = {https://www.merl.com/publications/TR2009-066}
    • }
  •  Porikli, F.M., Pan, P., "Regressed Importance Sampling on Manifolds for Efficient Object Tracking", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), DOI: 10.1109/​AVSS.2009.95, September 2009, pp. 406-411.
    BibTeX TR2009-061 PDF
    • @inproceedings{Porikli2009sep,
    • author = {Porikli, F.M. and Pan, P.},
    • title = {Regressed Importance Sampling on Manifolds for Efficient Object Tracking},
    • booktitle = {IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
    • year = 2009,
    • pages = {406--411},
    • month = sep,
    • doi = {10.1109/AVSS.2009.95},
    • url = {https://www.merl.com/publications/TR2009-061}
    • }
  •  Hussein, M.E., Porikli, F.M., Davis, L., "A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors", IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/​TITS.2009.2026870, Vol. 10, No. 3, pp. 417-427, September 2009.
    BibTeX TR2010-070 PDF
    • @article{Hussein2009sep,
    • author = {Hussein, M.E. and Porikli, F.M. and Davis, L.},
    • title = {A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors},
    • journal = {IEEE Transactions on Intelligent Transportation Systems},
    • year = 2009,
    • volume = 10,
    • number = 3,
    • pages = {417--427},
    • month = sep,
    • doi = {10.1109/TITS.2009.2026870},
    • url = {https://www.merl.com/publications/TR2010-070}
    • }
  •  Joshi, A.J., Porikli, F., Papanikolopoulos, N., "Multi-Class Active Learning for Image Classification", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2009.
    BibTeX TR2009-034 PDF
    • @inproceedings{Joshi2009jun,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Multi-Class Active Learning for Image Classification},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2009,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2009-034}
    • }
  •  Ruta, A., Porikli, F., Li, Y., Watanabe, S., Kage, H., Sumi, K., "A New Approach for In-Vehicle Camera Traffic Sign Detection and Recognition", IAPR Conference on Machine vision Applications (MVA), May 2009.
    BibTeX TR2009-027 PDF
    • @inproceedings{Ruta2009may,
    • author = {Ruta, A. and Porikli, F. and Li, Y. and Watanabe, S. and Kage, H. and Sumi, K.},
    • title = {A New Approach for In-Vehicle Camera Traffic Sign Detection and Recognition},
    • booktitle = {IAPR Conference on Machine vision Applications (MVA)},
    • year = 2009,
    • month = may,
    • url = {https://www.merl.com/publications/TR2009-027}
    • }
  •  Pan, P., Porikli, F., Schonfeld, D., "A New Method for Tracking Performance Evaluation Based on a Reflective Model and Perturbation Analysis", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2009.
    BibTeX TR2009-019 PDF
    • @inproceedings{Pan2009apr,
    • author = {Pan, P. and Porikli, F. and Schonfeld, D.},
    • title = {A New Method for Tracking Performance Evaluation Based on a Reflective Model and Perturbation Analysis},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2009,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2009-019}
    • }
  •  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 TR2009-023 PDF
    • @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 = {https://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 TR2008-027 PDF
    • @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 = {https://www.merl.com/publications/TR2008-027}
    • }
  •  Tuzel, O., Porikli, F., Meer, P., "Pedestrian Detection via Classification on Riemannian Manifolds", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, No. 10, pp. 1713-1727, October 2008.
    BibTeX TR2008-037 PDF
    • @article{Tuzel2008oct,
    • author = {Tuzel, O. and Porikli, F. and Meer, P.},
    • title = {Pedestrian Detection via Classification on Riemannian Manifolds},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2008,
    • volume = 30,
    • number = 10,
    • pages = {1713--1727},
    • month = oct,
    • issn = {0162-8828},
    • url = {https://www.merl.com/publications/TR2008-037}
    • }
  •  Wren, C.R., Ivanov, Y.A., "Ambient Intelligence as the Bridge to the Future of Pervasive Computing", IEEE International Conference on Automatic Face and Gesture Recognition (FG), September 2008.
    BibTeX TR2008-079 PDF
    • @inproceedings{Wren2008sep,
    • author = {Wren, C.R. and Ivanov, Y.A.},
    • title = {Ambient Intelligence as the Bridge to the Future of Pervasive Computing},
    • booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},
    • year = 2008,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2008-079}
    • }
  •  Tuzel, O., Porikli, F., Meer, P., "Learning on Lie Groups for Invariant Detection and Tracking", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2008.
    BibTeX TR2008-031 PDF
    • @inproceedings{Tuzel2008jun,
    • author = {Tuzel, O. and Porikli, F. and Meer, P.},
    • title = {Learning on Lie Groups for Invariant Detection and Tracking},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2008,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2008-031}
    • }
  •  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 TR2007-074 PDF
    • @techreport{MERL_TR2007-074,
    • author = {Raphael Pelossof, 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 = {https://www.merl.com/publications/TR2007-074/}
    • }
  •  Hussein, M., Porikli, F., Davis, L., "Kernel Integral Images: A Framework for Fast non-Uniform Filtering", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2008, pp. 1-8,.
    BibTeX TR2008-033 PDF
    • @inproceedings{Hussein2008jun,
    • author = {Hussein, M. and Porikli, F. and Davis, L.},
    • title = {Kernel Integral Images: A Framework for Fast non-Uniform Filtering},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2008,
    • pages = {1--8,},
    • month = jun,
    • issn = {1063-6919},
    • url = {https://www.merl.com/publications/TR2008-033}
    • }
  •  Parag, T., Porikli, F., Elgammai, A., "Boosting Adaptive Linear Weak Classifiers for Online Learning and Tracking", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2008, pp. 1-8.
    BibTeX TR2008-065 PDF
    • @inproceedings{Parag2008jun,
    • author = {Parag, T. and Porikli, F. and Elgammai, A.},
    • title = {Boosting Adaptive Linear Weak Classifiers for Online Learning and Tracking},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2008,
    • pages = {1--8},
    • month = jun,
    • issn = {1063-6919},
    • url = {https://www.merl.com/publications/TR2008-065}
    • }
  •  Hussein, M., Porikli, F., Davis, L., "Towards Practical Evaluation of Pedestrian Detectors", IEEE Workshop on Human Detection from Mobile Platforms, May 2008.
    BibTeX TR2008-088 PDF
    • @inproceedings{Hussein2008may,
    • author = {Hussein, M. and Porikli, F. and Davis, L.},
    • title = {Towards Practical Evaluation of Pedestrian Detectors},
    • booktitle = {IEEE Workshop on Human Detection from Mobile Platforms},
    • year = 2008,
    • month = may,
    • url = {https://www.merl.com/publications/TR2008-088}
    • }
  •  Mei, X., Zhou, S.K., Wu, H., Porikli, F., "Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification", Journal of Computers, Vol. 2, No. 6, pp. 1-8, August 2007.
    BibTeX TR2007-044 PDF
    • @article{Mei2007aug,
    • author = {Mei, X. and Zhou, S.K. and Wu, H. and Porikli, F.},
    • title = {Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification},
    • journal = {Journal of Computers},
    • year = 2007,
    • volume = 2,
    • number = 6,
    • pages = {1--8},
    • month = aug,
    • issn = {1796-203X},
    • url = {https://www.merl.com/publications/TR2007-044}
    • }
  •  Goela, N., Wilson, K., Niu, F., Divakaran, A., Otsuka, I., "An SVM Framework for Genre-Independent Scene Change Detection", IEEE International Conference on Multimedia and Expo (ICME), July 2007, pp. 532-535.
    BibTeX TR2007-033 PDF
    • @inproceedings{Goela2007jul,
    • author = {Goela, N. and Wilson, K. and Niu, F. and Divakaran, A. and Otsuka, I.},
    • title = {An SVM Framework for Genre-Independent Scene Change Detection},
    • booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
    • year = 2007,
    • pages = {532--535},
    • month = jul,
    • isbn = {1-4244-1017-7},
    • url = {https://www.merl.com/publications/TR2007-033}
    • }
  •  Tuzel, O., Porikli, F., Meer, P., "Human Detection via Classification on Riemannian Manifolds", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2007.
    BibTeX TR2007-046 PDF
    • @inproceedings{Tuzel2007jun,
    • author = {Tuzel, O. and Porikli, F. and Meer, P.},
    • title = {Human Detection via Classification on Riemannian Manifolds},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2007,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2007-046}
    • }
  •  Porikli, F., Kocak, T., "Robust License Plate Detection Using Covariance Descriptor in a Neural Network Framework", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), November 2006, pp. 107.
    BibTeX TR2006-100 PDF
    • @inproceedings{Porikli2006nov,
    • author = {Porikli, F. and Kocak, T.},
    • title = {Robust License Plate Detection Using Covariance Descriptor in a Neural Network Framework},
    • booktitle = {IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
    • year = 2006,
    • pages = 107,
    • month = nov,
    • isbn = {0-7695-2688-8},
    • url = {https://www.merl.com/publications/TR2006-100}
    • }