Publications



Human Action Recognition across Datasets by Foreground-weighted Histogram Decomposition
Waqas Sultani, and Imran Saleemi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{sultani-saleemi-cvpr-2014,
author={Sultani, Waqas and Saleemi, Imran},
booktitle={Computer Vision and Pattern Recognition (CVPR), IEEE Conference on},
title={Human Action Recognition across Datasets by Foreground-weighted Histogram Decomposition},
year={2014},
}

Multi-agent Event Recognition by Preservation of Spatiotemporal Relationships between Probabilistic Models
Salman Khokhar, Imran Saleemi, and Mubarak Shah
Elsevier Image and Vision Computing (IVC), 2013.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@article{khokhar-saleemi-013,
title={Multi-agent Event Recognition by Preservation of Spatiotemporal Relationships between Probabilistic Models},
journal = {Image and Vision Computing},
author = {Khokhar, Salman and Saleemi, Imran and Shah, Mubarak},
year={2013},
volume={31},
number={9},
pages={603-615},
}

Multiframe Many-Many Point Correspondence for Tracking of Swarms of Vehicles in Wide Area Aerial Videos
Imran Saleemi, and Mubarak Shah
Springer International Journal of Computer Vision (IJCV), 2013.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@article{saleemi-ijcv-2013,
year={2013},
journal={International Journal of Computer Vision},
title={Multiframe Many–Many Point Correspondence for Vehicle Tracking in High Density Wide Area Aerial Videos},
author={Saleemi, Imran and Shah, Mubarak},
pages={1-22},
}

Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images
Haroon Idrees, Imran Saleemi, Cody Seibert, and Mubarak Shah
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{idrees-saleemi-cvpr-2013,
author={Idrees, Haroon and Saleemi, Imran and Shah, Mubarak},
booktitle={Computer Vision and Pattern Recognition (CVPR), IEEE Conference on},
title={Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images},
year={2013},
}

Discovering Motion Primitives for Unsupervised Grouping and One-shot Learning of Human Actions, Gestures, and Expressions
Yang Yang, Imran Saleemi, and Mubarak Shah
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@article{saleemi-pami-2013,
author={Yang, Yang and Saleemi, Imran and Shah, Mubarak},
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
title={Discovering Motion Primitives for Unsupervised Grouping and One-Shot Learning of Human Actions, Gestures, and Expressions},
year={2013},
volume={35},
number={7},
pages={1635-1648},
}

BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems
P. Natarajan et al.
NIST TRECVID Workshop, Gaithersburg, MD, December 2012.
[ pdf ] [ bibtex ]
@inproceedings{bbn-trecvid-2012,
title={BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems},
author={Natarajan, Pradeep and Natarajan, Prem and Wu, Shuang and Zhuang, Xiaodan and Vazquez-Reina, Amelio and Vitaladevuni, Shiv and Tsourides, Kleovoulus and Andersen, Carl and Prasad, Rohit and Ye, Guangnan and Liu, Dong and Chang, Shih-Fu and Saleemi, Imran and Shah, Mubarak and Ng, Yue and White, Brandyn and Davis, Larry and Gupta, Abhinav and Haritaoglu, Ismail},
year={2011},
booktitle={NIST TRECVID Workshop, Gaithersburg, MD},
}

Multimodal Analysis for Identification and Segmentation of Moving-Sounding Objects
Hamid Izadinia, Imran Saleemi, and Mubarak Shah
IEEE Transactions on Multimedia (TMM), 2013.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@article{saleemi-tmm-2013,
author={Izadinia, H. and Saleemi, I. and Shah, M.},
journal={Multimedia, IEEE Transactions on},
title={Multimodal Analysis for Identification and Segmentation of Moving-Sounding Objects},
year={2013},
volume={15},
number={2},
pages={378-390},
}

(MP)2T: Multiple People Multiple Parts Tracker
Hamid Izadinia, Imran Saleemi, Wenhui Li, and Mubarak Shah
European Conference on Computer Vision (ECCV), 2012.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{saleemi-03-eccv-2012,
year = {2012},
booktitle = {Proceedings of the 12th European conference on Computer Vision (ECCV)},
title = {(MP)2T: Multiple People Multiple Parts Tracker},
author = {Izadinia, Hamid and Saleemi, Imran and Li, Wenhui and Shah, Mubarak},
pages = {100--114},
}

Detection of Independently Moving Objects in Non-planar Scenes via Multi-Frame Monocular Epipolar Constraint
Soumyabrata Dey, Vladimir Reilly, Imran Saleemi, and Mubarak Shah
European Conference on Computer Vision (ECCV), 2012.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{saleemi-02-eccv-2012,
author = {Dey, Soumyabrata and Reilly, Vladimir and Saleemi, Imran and Shah, Mubarak},
title = {Detection of independently moving objects in non-planar scenes via multi-frame monocular epipolar constraint},
booktitle = {Proceedings of the 12th European conference on Computer Vision (ECCV)},
year = {2012},
pages = {860--873},
}

Statistical Inference of Motion in the Invisible
Haroon Idrees, Imran Saleemi, and Mubarak Shah
European Conference on Computer Vision (ECCV), 2012.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{saleemi-01-eccv-2012,
author = {Idrees, Haroon and Saleemi, Imran and Shah, Mubarak},
title = {Statistical inference of motion in the invisible},
booktitle = {Proceedings of the 12th European conference on Computer Vision (ECCV)},
year = {2012},
pages = {544--557},
}

BBN VISER TRECVID 2011 Multimedia Event Detection System
P. Natarajan et al.
NIST TRECVID Workshop, Gaithersburg, MD, December 2011.
[ pdf ] [ bibtex ]
@inproceedings{bbn-trecvid-2011,
title={BBN VISER TRECVID 2011 Multimedia Event Detection System},
author={Natarajan, Pradeep and Natarajan, Prem and Manohar, Vasant and Wu, Shuang and Tsakalidis, Stavros and Vitaladevuni, Shiv N and Zhuang, Xiaodan and Prasad, Rohit and Ye, Guangnan and Liu, Dong and Jhuo, I-Hong and Chang, Shih-Fu and Izadinia, Hamid and Saleemi, Imran and Shah, Mubarak and White, Brandyn and Yeh, Tom and Davis, Larry},
year={2011},
booktitle={NIST TRECVID Workshop, Gaithersburg, MD},
}

Learning Semantic Features for Action Recognition via Diffusion Maps
Jingen Liu, Yang Yang, Imran Saleemi and Mubarak Shah
Elsevier Computer Vision and Image Understanding (CVIU), 2011.
[ pdf ] [ bibtex ]
@article{saleemi-cviu-2012,
author = {Liu, Jingen and Yang, Yang and Saleemi, Imran and Shah, Mubarak},
title = {Learning semantic features for action recognition via diffusion maps},
journal = {Comput. Vis. Image Underst.},
volume = {116},
number = {3},
year = {2012},
pages = {361--377},
}

Similarity Invariant Classification of Events by KL Divergence Minimization
Salman Khokhar, Imran Saleemi, and Mubarak Shah
IEEE International Conference on Computer Vision (ICCV), 2011
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{saleemi-iccv-2011,
author={Khokhar, S. and Saleemi, I. and Shah, M.},
booktitle={Computer Vision (ICCV), IEEE International Conference on},
title={Similarity invariant classification of events by KL divergence minimization},
year={2011},
pages={1903-1910},
}

Patterns of Motion: Discovery and Generalized Representation
Imran Saleemi
Doctoral Dissertation, University of Central Florida, 2011.
[ pdf ] [ slides ] [ bibtex ]
@phdthesis{saleemi-dissertation-ucf-2011,
year={2011},
author={Saleemi, Imran},
title={Patterns of Motion: Discovery and Generalized Representation},
school={University of Central Florida},
}

Moving Object Detection and Tracking in Infra-red Aerial imagery
Subhabrata Bhattacharya, Haroon Idrees, Imran Saleemi, Saad Ali, and Mubarak Shah
Machine Vision Beyond Visible Spectrum, Augmented Vision and Reality - Springer series, 2011.
[ pdf ] [ bibtex ]
@incollection{saleemi-MVBVS-chapter-2011,
year={2011},
isbn={978-3-642-11567-7},
booktitle={Machine Vision Beyond Visible Spectrum},
volume={1},
series={Augmented Vision and Reality},
editor={Hammoud, Riad and Fan, Guoliang and McMillan, Robert W. and Ikeuchi, Katsushi},
title={Moving Object Detection and Tracking in Forward Looking Infra-Red Aerial Imagery},
publisher={Springer Berlin Heidelberg},
author={Bhattacharya, Subhabrata and Idrees, Haroon and Saleemi, Imran and Ali, Saad and Shah, Mubarak},
pages={221-252},
}

Scene Understanding by Statistical Modeling of Motion Patterns
Imran Saleemi, Lance Hartung, and Mubarak Shah
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@inproceedings{saleemi-cvpr-2010,
author={Saleemi, I. and Hartung, L. and Shah, M.},
booktitle={Computer Vision and Pattern Recognition (CVPR), IEEE Conference on},
title={Scene understanding by statistical modeling of motion patterns},
year={2010},
pages={2069-2076},
}

Probabilistic Modeling of Scene Dynamics for Applications in Visual Surveillance
Imran Saleemi, Khurram Shafique, Mubarak Shah
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2009.
[ pdf ] [ webpage ] [ slides ] [ bibtex ]
@article{saleemi-pami-2009,
author={Saleemi, I. and Shafique, K. and Shah, M.},
journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
title={Probabilistic Modeling of Scene Dynamics for Applications in Visual Surveillance},
year={2009},
volume={31},
number={8},
pages={1472-1485},
}