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[1]
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K. R. Keane and J. J. Corso.
Dynamically mixing dynamic linear models with applications in
finance.
In Proceedings of International Conference on Pattern
Recognition Applications and Methods, 2012.
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.pdf ]
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[2]
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C. Xu and J. J. Corso.
Evaluation of super-voxel methods for early video processing.
In Proceedings of IEEE Conference on Computer Vision and
Pattern Recognition, 2012.
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.pdf ]
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[3]
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S. Sadanand and J. J. Corso.
Action bank: A high-level representation of activity in video.
In Proceedings of IEEE Conference on Computer Vision and
Pattern Recognition, 2012.
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code |
project |
.pdf ]
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[4]
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P. Agarwal, S. Kumar, J. Ryde, J. J. Corso, and V. N. Krovi.
Estimating human dynamics on-the-fly using monocular video for pose
estimation.
In Proceedings of Robotics Science and Systems, 2012.
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.pdf ]
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[5]
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G. Chen, C. Xiong, and J. J. Corso.
Dictionary transfer for image denoising via domain adaptation.
In Proceedings of IEEE International Conference on Image
Processing, 2012.
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.pdf ]
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[6]
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R. Xu, P. Agarwal, S. Kumar, V. N. Krovi, and J. J. Corso.
Combining skeletal pose with local motion for human activity
recognition.
In Proceedings of VII Conference on Articulated Motion and
Deformable Objects, 2012.
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slides |
.pdf ]
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[7]
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C. Xiong, D. Johnson, R. Xu, and J. J. Corso.
Random forests for metric learning with implicit pairwise position
dependence.
In Proceedings of ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining, 2012.
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slides |
code |
.pdf ]
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[8]
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M. A. Bustamante and J. J. Corso.
Using probabilistic ontologies for video exploration.
In Proceedings of the Eighteenth Americas Conference on
Information Systems, 2012.
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[9]
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P. Agarwal, S. Kumar, J. Ryde, J. J. Corso, and V. N. Krovi.
An optimization based framework for human pose estimation in
monocular videos.
In Proceedings of International Symposium on Visual Computing,
2012.
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.pdf ]
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[10]
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C. Xiong, D. Johnson, and J. J. Corso.
Spectral active clustering via purification of the k-nearest
neighbor graph.
In Proceedings of European Conference on Data Mining, 2012.
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.pdf ]
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[11]
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C. Xiong, D. Johnson, and J. J. Corso.
Efficient max-margin metric learning.
In Proceedings of European Conference on Data Mining, 2012.
Winner of Best Paper Award at ECDM 2012.
[ bib |
.pdf ]
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[12]
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C. Xiong and J. J. Corso.
Coaction discovery: Segmentation of common actions across multiple
videos.
In Proceedings of Multimedia Data Mining Workshop in Conjunction
with the ACM SIGKDD Conference on Knowledge Discovery and Data Mining
(MDMKDD), 2012.
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.pdf ]
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[13]
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C. Xu, C. Xiong, and J. J. Corso.
Streaming hierarchical video segmentation.
In Proceedings of European Conference on Computer Vision, 2012.
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code |
project |
.pdf ]
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[14]
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J. Ryde and J. J. Corso.
Fast voxel maps with counting bloom filters.
In Proceedings of International Conference on Intelligent Robots
and Systems, 2012.
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code |
.pdf ]
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[15]
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K. R. Keane and J. J. Corso.
Maintaining prior distributions across evolving eigenspaces: An
application to portfolio construction.
In Proceedings of 11th International Conference on Machine
Learning and Applications, 2012.
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.pdf ]
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[16]
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J. A. Delmerico, J. J. Corso, D. Baran, P. David, and J. Ryde.
Ascending stairway modeling: A first step toward autonomous
multi-floor exploration.
In Proceedings of IEEE/RSJ Intelligent Robots and Systems (Video
Proceedings), 2012.
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