- 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}
- }