Publications

139 / 2,449 publications found.


  •  Chi, Y.; Porikli, F., "Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012, pp. 3602-3609.
    BibTeX Download PDFRead TR2012-043
    • @inproceedings{Chi2012jun,
    • author = {Chi, Y. and Porikli, F.},
    • title = {Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2012,
    • pages = {3602--3609},
    • month = jun,
    • url = {http://www.merl.com/publications/TR2012-043}
    • }
  •  Joshi, A.J.; Porikli, F.; Papanikolopoulos, N., "Coverage Optimized Active Learning for k - NN Classifiers", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA.2012.6225054, May 2012, pp. 5353-5358.
    BibTeX Download PDFRead TR2012-036
    • @inproceedings{Joshi2012may,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Coverage Optimized Active Learning for k - NN Classifiers},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2012,
    • pages = {5353--5358},
    • month = may,
    • doi = {10.1109/ICRA.2012.6225054},
    • url = {http://www.merl.com/publications/TR2012-036}
    • }
  •  Rao, N.; Porikli, F., "A Clustering Approach to Optimize Online Dictionary Learning", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2012.
    BibTeX Download PDFRead TR2012-017
    • @inproceedings{Rao2012mar,
    • author = {Rao, N. and Porikli, F.},
    • title = {A Clustering Approach to Optimize Online Dictionary Learning},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2012-017}
    • }
  •  Sundaresan, R.; Porikli, F., "Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2012.
    BibTeX Download PDFRead TR2012-019
    • @inproceedings{Sundaresan2012mar,
    • author = {Sundaresan, R. and Porikli, F.},
    • title = {Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2012-019}
    • }
  •  Wang, Y.; Porikli, F., "Multiple Dictionary Learning for Blocking Artifacts Reduction", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2012.
    BibTeX Download PDFRead TR2012-014
    • @inproceedings{Wang2012mar1,
    • author = {Wang, Y. and Porikli, F.},
    • title = {Multiple Dictionary Learning for Blocking Artifacts Reduction},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2012-014}
    • }
  •  Joshi, A.J.; Porikli, F.; Papanikolopoulos, N., "Scalable Active Learning for Multi-Class Image Classification", IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2012.21, Vol. 34, No. 11, pp. 2259-2273, January 2012.
    BibTeX Download PDFRead TR2012-026
    • @article{Joshi2012jan,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Scalable Active Learning for Multi-Class Image Classification},
    • journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    • year = 2012,
    • volume = 34,
    • number = 11,
    • pages = {2259--2273},
    • month = jan,
    • doi = {10.1109/TPAMI.2012.21},
    • url = {http://www.merl.com/publications/TR2012-026}
    • }
  •  Porikli, F.; Yilmaz, A., "Object Detection & Tracking" in Video Analytics for Business Intelligence, Shan, C. and Porikli, F. and Xiang, T. and Gong, S., Eds., DOI: 10.1007/978-3-642.28598-1_1, vol. 409, pp. 3-41, Springer, January 2012.
    BibTeX Download PDFRead TR2012-003
    • @incollection{Porikli2012jan,
    • author = {Porikli, F. and Yilmaz, A.},
    • title = {Object Detection & Tracking},
    • booktitle = {Video Analytics for Business Intelligence},
    • year = 2012,
    • editor = {Shan, C. and Porikli, F. and Xiang, T. and Gong, S.},
    • volume = 409,
    • pages = {3--41},
    • month = jan,
    • publisher = {Springer},
    • doi = {10.1007/978-3-642.28598-1_1},
    • url = {http://www.merl.com/publications/TR2012-003}
    • }
  •  Nguyen, H.V.; Porikli, F., "Concentric Ring Signature Descriptor for 3D Objects", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2011.6116153, September 2011.
    BibTeX Download PDFRead TR2011-063
    • @inproceedings{Nguyen2011sep,
    • author = {Nguyen, H.V. and Porikli, F.},
    • title = {Concentric Ring Signature Descriptor for 3D Objects},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2011,
    • month = sep,
    • doi = {10.1109/ICIP.2011.6116153},
    • url = {http://www.merl.com/publications/TR2011-063}
    • }
  •  Porikli, F.; Ozkan, H., "Data Driven Frequency Mapping for Computationally Scalable Object Detection", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), DOI: 10.1109/AVSS.2011.6027289, August 2011, pp. 30-35.
    BibTeX Download PDFRead TR2011-054
    • @inproceedings{Porikli2011aug,
    • author = {Porikli, F. and Ozkan, H.},
    • title = {Data Driven Frequency Mapping for Computationally Scalable Object Detection},
    • booktitle = {IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
    • year = 2011,
    • pages = {30--35},
    • month = aug,
    • doi = {10.1109/AVSS.2011.6027289},
    • url = {http://www.merl.com/publications/TR2011-054}
    • }
  •  Liu, M.-Y.; Tuzel, O.; Ramalingam, S.; Chellappa, R., "Entropy Rate Superpixel Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2011.5995323, June 2011, pp. 2097-2104.
    BibTeX Download PDFRead TR2011-035
    • @inproceedings{Liu2011jun,
    • author = {Liu, M.-Y. and Tuzel, O. and Ramalingam, S. and Chellappa, R.},
    • title = {Entropy Rate Superpixel Segmentation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2011,
    • pages = {2097--2104},
    • month = jun,
    • doi = {10.1109/CVPR.2011.5995323},
    • url = {http://www.merl.com/publications/TR2011-035}
    • }
  •  Ruta, A.; Porikli, F.M.; Watanabe, S.; Li, Y., "In-vehicle Camera Traffic Sign Detection and Recognition", Machine Vision and Applications, Vol. 22, No. 2, March 2011.
    BibTeX Download PDFRead TR2011-041
    • @article{Ruta2011mar,
    • author = {Ruta, A. and Porikli, F.M. and Watanabe, S. and Li, Y.},
    • title = {In-vehicle Camera Traffic Sign Detection and Recognition},
    • journal = {Machine Vision and Applications},
    • year = 2011,
    • volume = 22,
    • number = 2,
    • month = mar,
    • url = {http://www.merl.com/publications/TR2011-041}
    • }
  •  Joshi, A.J.; Porikli, F., "Scene-Adaptive Human Detection with Incremental Active Learning", IEEE International Conference on Pattern Recognition (ICPR), ISBN: 978-0-7695-4109-9, August 2010.
    BibTeX Download PDFRead TR2010-075
    • @inproceedings{Joshi2010aug,
    • author = {Joshi, A.J. and Porikli, F.},
    • title = {Scene-Adaptive Human Detection with Incremental Active Learning},
    • booktitle = {IEEE International Conference on Pattern Recognition (ICPR)},
    • year = 2010,
    • month = aug,
    • isbn = {978-0-7695-4109-9},
    • url = {http://www.merl.com/publications/TR2010-075}
    • }
  •  Li, X.; Porikli, F., "Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis", IEEE International Conference on Pattern Recognition (ICPR), ISBN: 978-0-7695-4109-9, August 2010.
    BibTeX Download PDFRead TR2010-073
    • @inproceedings{Li2010aug,
    • author = {Li, X. and Porikli, F.},
    • title = {Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis},
    • booktitle = {IEEE International Conference on Pattern Recognition (ICPR)},
    • year = 2010,
    • month = aug,
    • isbn = {978-0-7695-4109-9},
    • url = {http://www.merl.com/publications/TR2010-073}
    • }
  •  Porikli, F., "Learning on Manifolds", Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR), August 2010.
    BibTeX Download PDFRead TR2010-079
    • @inproceedings{Porikli2010aug,
    • author = {Porikli, F.},
    • title = {Learning on Manifolds},
    • booktitle = {Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR)},
    • year = 2010,
    • month = aug,
    • url = {http://www.merl.com/publications/TR2010-079}
    • }
  •  Joshi, A.J.; Porikli, F.M.; Papanikolopoulos, N., "Breaking the Interactive Bottleneck in Multi-class Classification with Active Selection and Binary Feedback", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010.
    BibTeX Download PDFRead TR2010-037
    • @inproceedings{Joshi2010jun,
    • author = {Joshi, A.J. and Porikli, F.M. and Papanikolopoulos, N.},
    • title = {Breaking the Interactive Bottleneck in Multi-class Classification with Active Selection and Binary Feedback},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2010,
    • month = jun,
    • url = {http://www.merl.com/publications/TR2010-037}
    • }
  •  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}
    • }
  •  Mitra, K.; Veeraraghavan, A.; Chellappa, R., "Robust RVM Regression Using Sparse Outliers Model", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ISSN: 1063-6919, June 2010, pp. :1887-1894.
    BibTeX Download PDFRead TR2010-080
    • @inproceedings{Mitra2010jun,
    • author = {Mitra, K. and Veeraraghavan, A. and Chellappa, R.},
    • title = {Robust RVM Regression Using Sparse Outliers Model},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2010,
    • pages = {:1887--1894},
    • month = jun,
    • issn = {1063-6919},
    • url = {http://www.merl.com/publications/TR2010-080}
    • }
  •  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 Download PDFRead TR2010-036
    • @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 = {http://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), ISSN: 1050-5729, May 2010, pp. 1873-1878.
    BibTeX Download PDFRead TR2010-034
    • @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 = {http://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 Download PDFRead TR2010-032
    • @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 = {http://www.merl.com/publications/TR2010-032}
    • }