jcorso.career.bib

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@article{XuCoIJCV2016,
  author = {Xu, C. and {\bf Corso}, {\bf J. J.}},
  journal = {International Journal of Computer Vision},
  pages = {272--290},
  tags = {segmentation, computer vision, video understanding},
  title = {{LIBSVX}: A Supervoxel Library and Benchmark for Early Video Processing},
  volume = {119},
  year = {2016}
}
@inproceedings{XuCoCVPR2016,
  author = {Xu, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  datadownload = {http://web.eecs.umich.edu/~jjcorso/r/a2d},
  tags = {computer vision, activity recognition, video understanding, semantic segmentation},
  title = {Actor-Action Semantic Segmentation with Grouping-Process Models},
  year = {2016}
}
@article{JoXiCoTKDE2016,
  author = {Johnson, D. M. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  doi = {http://dx.doi.org/10.1109/TKDE.2015.2507130},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  number = {4},
  pages = {1035--1046},
  tags = {data mining, machine learning, metric learning, semi-supervised},
  title = {Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/johnson_tkde_preprint.pdf},
  volume = {28},
  year = {2016},
  bdsk-url-2 = {http://dx.doi.org/10.1109/TKDE.2015.2507130}
}
@inproceedings{ChCoICCV2015,
  author = {Chen, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE International Conference on Computer Vision}},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICCV2015_implicitmotion_poster.pdf},
  tags = {computer vision, activity recognition, video understanding, action detection},
  title = {Action Detection by Implicit Intentional Motion Clustering},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICCV2015_implicitmotion.pdf},
  year = {2015}
}
@inproceedings{XuHsXiCVPR2015,
  author = {Xu, C. and Hsieh, S.-H. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  datadownload = {http://web.eecs.umich.edu/~jjcorso/r/a2d},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/xu_corso_CVPR2015_A2D_poster.pdf},
  tags = {computer vision, activity recognition, video understanding, semantic segmentation},
  title = {Can Humans Fly? {Action} Understanding with Multiple Classes of Actors},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/xu_corso_CVPR2015_A2D.pdf},
  year = {2015}
}
@inproceedings{LuXuCoCVPR2015,
  author = {Lu, J. and Xu, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  tags = {computer vision, activity recognition, video understanding, action segmentation},
  title = {Human Action Segmentation with Hierarchical Supervoxel Consistency},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/lu_corso_CVPR2015_actionvoxel.pdf},
  year = {2015}
}
@inproceedings{XuXiChAAAI2015,
  author = {Xu, R. and Xiong, C. and Chen, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  tags = {computer vision, natural language, video summarization, video understanding, video to text, deep learning},
  title = {Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/xu_corso_AAAI2015_v2t.pdf},
  year = {2015}
}
@inproceedings{BaBaChECCV2014,
  author = {Barbu, A. and Barrett, D. and Chen, W. and Siddharth, N. and Xiong, C. and {\bf Corso}, {\bf J. J.} and Fellbaum, C. D. and Hanson, C. and Hanson, S. J. and H{\'e}lie, S. and Malaia, E. and Pearlmutter, B. A. and Siskind, J. M. and Talavage, T. M. and Wilbur, R. B.},
  booktitle = {Proceedings of European Conference on Computer Vision},
  tags = {computer vision, activity recognition, video understanding, medical imaging, neuroimaging},
  title = {Seeing is Worse than Believing: Reading People's Minds Better Than Computer-Vision Methods Recognize Actions},
  url = {ftp://ftp.ecn.purdue.edu/qobi/eccv2014.pdf},
  year = {2014}
}
@inproceedings{XiMcCoAAAI2014,
  author = {Xiong, C. and McCloskey, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  tags = {data mining, machine learning, domain adaptation},
  title = {Latent Domains for Visual Domain Adaptation},
  year = {2014}
}
@article{XiJoCoTPAMI2017,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  note = {Original Version: ArXiv 1402.1783},
  number = {1},
  pages = {5--17},
  tags = {data mining, machine learning},
  title = {Active Clustering with Model-Based Uncertainty Reduction},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_TPAMI_ace.pdf},
  volume = {39},
  year = {2017}
}
@article{DeDaCoIVC2013,
  author = {Delmerico, J. A. and David, P. and {\bf Corso}, {\bf J. J.}},
  datadownload = {http://web.eecs.umich.edu/~jjcorso/r/gbs/files/CPStereoFacadeDataset.zip},
  journal = {Image and Vision Computing},
  number = {11},
  pages = {841--852},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  tags = {mobile robotics, computer vision, facade detection, semantic segmentation, localization, mrf, hierarchical},
  title = {Building Facade Detection, Segmentation, and Parameter Estimation for Mobile Robot Stereo Vision},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/Facades-Delmerico-IVC-final.pdf},
  volume = {31},
  year = {2013}
}
@inproceedings{XuDoHaICSC2013,
  author = {Xu, C. and Doell, R. F. and Hanson, S. J. and Hanson, C. and {\bf Corso}, {\bf J. J}},
  booktitle = {Proceedings of IEEE International Conference on Semantic Computing},
  tags = {visual psychophysics, computer vision, video understanding, supervoxel},
  title = {Are Actor and Action Semantics Retained in Video Supervoxel Segmentation?},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_icsc2013_SVXhumanstudy.pdf},
  year = {2013}
}
@article{WuChZhIJCARS2014,
  author = {Wu, W. and Chen, A. Y. C. and Zhao, L. and {\bf Corso}, {\bf J. J.}},
  journal = {International Journal of Computer Aided Radiology and Surgery},
  number = {2},
  pages = {241--253},
  tags = {braintumor, computer-aided diagnosis, graphical models, medical imaging, mrf, neuroimaging, segmentation},
  title = {Brain Tumor Detection and Segmentation in a {CRF} (Conditional Random Fields) Framework with Pixel-pairwise Affinity and Superpixel-level Features},
  url = {http://link.springer.com/article/10.1007%2Fs11548-013-0922-7},
  volume = {9},
  year = {2014}
}
@inproceedings{ZhWuCoMICCAI2013,
  author = {Zhao, L. and Wu, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Medical Image Computing and Computer Aided Intervention},
  tags = {medical imaging, graphical models, neuroimaging, braintumor},
  title = {Semi-Automatic Brain Tumor Segmentation by Constrained {MRFs} using Structural Trajectories},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/lzhao_miccai2013_structraj.pdf},
  year = {2013}
}
@inproceedings{XiJoCoAAAI2013,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track)},
  tags = {data mining, machine learning, spectral clustering, active clustering, graph-based},
  title = {Uncertainty Reduction For Active Image Clustering via a Hybrid Global-Local Uncertainty Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_AAAI2013_LBP_aic.pdf},
  year = {2013}
}
@inproceedings{JoXiGaAAAI2013,
  author = {Johnson, D. M. and Xiong, C. and Gao, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track)},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/HAI.zip},
  tags = {data mining, machine learning, spectral clustering, active clustering, hierarchical},
  title = {Comprehensive Cross-Hierarchy Cluster Agreement Evaluation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/dmjohnson_AAAI2013_LBP_hai.pdf},
  year = {2013}
}
@inproceedings{DeCoBaIROS2012,
  author = {Delmerico, J. A. and {\bf Corso}, {\bf J. J.} and Baran, D. and David, P. and Ryde, J.},
  booktitle = {Proceedings of IEEE/RSJ Intelligent Robots and Systems (Video Proceedings)},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  tags = {mobile robotics, computer vision, localization, navigation, mapping},
  title = {Ascending Stairway Modeling: A First Step Toward Autonomous Multi-Floor Exploration},
  video = {http://www.youtube.com/watch?v=fGkA7srkgs8},
  year = {2012}
}
@inproceedings{DeBaDaICRA2013,
  author = {Delmerico, J. A. and Baran, D. and David, P. and Ryde, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE International Conference on Robotics and Automation},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  tags = {mobile robotics, computer vision, localization, navigation, mapping},
  title = {Ascending Stairway Modeling from Dense Depth Imagery for Traversability Analysis},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/delmerico_ICRA2013_stairs.pdf},
  year = {2013}
}
@article{MiCoNC2013,
  author = {Miao, Y. and {\bf Corso}, {\bf J. J.}},
  journal = {Journal of Neurocomputing},
  note = {Early version appears as arXiv.org tech report 1108.3525v1.},
  pages = {226--234},
  tags = {image processing, computer vision, feature extraction, object detection, face detection},
  title = {Hamiltonian Streamline Guided Feature Extraction with Application to Face Detection},
  url = {http://dx.doi.org/10.1016/j.neucom.2012.12.052},
  volume = {120},
  year = {2013}
}
@inproceedings{RyCoIROS2012,
  author = {Ryde, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Intelligent Robots and Systems},
  codedownload = {https://code.launchpad.net/mrol},
  tags = {mobile robotics, slam, voxel maps, mapping},
  title = {Fast Voxel Maps with Counting Bloom Filters},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ryde_IROS2012_bloom.pdf},
  year = {2012}
}
@inproceedings{XiCoMDMKDD2012,
  author = {Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Multimedia Data Mining Workshop in Conjunction with the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (MDMKDD)},
  tags = {computer vision, data mining, cosegmentation, activity recognition, video understanding, machine learning},
  title = {Coaction Discovery: Segmentation of Common Actions Across Multiple Videos},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_MDMKDD2012_coaction.pdf},
  year = {2012}
}
@inproceedings{BuCoAMCIS2012,
  author = {Bustamante, M. A. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the Eighteenth Americas Conference on Information Systems},
  tags = {computer vision, artificial intelligence, probabilistic ontology, video understanding, activity recognition, event recognition},
  title = {Using Probabilistic Ontologies for Video Exploration},
  year = {2012}
}
@inproceedings{XuAgKuAMDO2012,
  author = {Xu, R. and Agarwal, P. and Kumar, S. and Krovi, V. N. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of VII Conference on Articulated Motion and Deformable Objects},
  slides = {http://web.eecs.umich.edu/~jjcorso/pubs/rxu_AMDO2012_slides.pdf},
  tags = {computer vision, activity recognition, human pose estimation, video understanding},
  title = {Combining Skeletal Pose with Local Motion for Human Activity Recognition},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_AMDO2012.pdf},
  year = {2012}
}
@inproceedings{ChXiCoICIP2012,
  author = {Chen, G. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE International Conference on Image Processing},
  tags = {image processing, image denoising, domain adaptation, dictionary transfer},
  title = {Dictionary Transfer for Image Denoising via Domain Adaptation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICIP2012.pdf},
  year = {2012}
}
@inproceedings{XuCoCVPR2012,
  author = {Xu, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {http://bit.ly/MXaxVq},
  projectpage = {http://bit.ly/OxM7So},
  tags = {computer vision, video understanding, supervoxel, segmentation, evaluation},
  title = {Evaluation of Super-Voxel Methods for Early Video Processing},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2012_svx.pdf},
  year = {2012}
}
@techreport{LeCoARXIV2011,
  author = {Lea, C. S. and {\bf Corso}, {\bf J. J.}},
  institution = {arXiv},
  month = {November},
  number = {1111.1599v1},
  tags = {computer vision, mobile robotics, graphical models, mrf, hierarchical, object detection},
  title = {Efficient Hierarchical Markov Random Fields for Object Detection on a Mobile Robot},
  year = {2011}
}
@techreport{MiCoARXIV2011,
  author = {Miao, Y. and {\bf Corso}, {\bf J. J.}},
  institution = {arXiv},
  month = {August},
  number = {1108.3525v1},
  tags = {image processing, computer vision, feature extraction, object detection},
  title = {Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection},
  year = {2011}
}
@article{CoPRL2013,
  author = {{\bf Corso}, {\bf J. J.}},
  journal = {Pattern Recognition Letters: Special Issue on Scene Understanding and Behavior Analysis},
  note = {Early version appears as arXiv.org tech report 1108.4079v1.},
  number = {7},
  pages = {762--769},
  tags = {computer vision, image understanding, graphical models, semantic segmentation},
  title = {Toward Parts-Based Scene Understanding with Pixel-Support Parts-Sparse Pictorial Structures},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_prlsuba2013_ps3_preprint.pdf},
  volume = {34},
  year = {2013}
}
@inproceedings{DeDaCoIROS2011,
  author = {Delmerico, J. A. and David, P. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Intelligent Robots and Systems},
  datadownload = {http://web.eecs.umich.edu/~jjcorso/r/gbs/files/CPStereoFacadeDataset.zip},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  tags = {mobile robotics, computer vision, facade detection, semantic segmentation, localization, mrf, hierarchical},
  title = {Building Facade Detection, Segmentation, and Parameter Estimation for Mobile Robot Localization and Guidance},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/IROS2011_facades.pdf},
  year = {2011}
}
@inproceedings{ChCoWNYIPW2010,
  author = {Chen, A. Y. C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Western New York Image Processing Workshop},
  tags = {computer vision, video understanding, semantic segmentation},
  title = {Propagating Multi-class Pixel Labels Throughout Video Frames},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wnyipw2010_video.pdf},
  year = {2010}
}
@inproceedings{DeCoDaWNYIPW2010,
  author = {Delmerico, J. A. and {\bf Corso}, {\bf J. J.} and David, P.},
  booktitle = {Proceedings of Western New York Image Processing Workshop},
  tags = {computer vision, mobile robotics, facade detection, stereo},
  title = {Boosting with Stereo Features for Building Facade Detection on Mobile Platforms},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wnyipw2010_stereo.pdf},
  year = {2010}
}
@inproceedings{ScChXiWACV2011,
  author = {Schlegel, D. R. and Chen, A. Y. C. and Xiong, C. and Delmerico, J. A. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE Winter Vision Meetings: Workshop on Applications of Computer Vision (WACV)},
  tags = {computer vision, human-computer interaction},
  title = {{AirTouch}: Interacting with Computer Systems At A Distance},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wacv2011_airtouch.pdf},
  year = {2011}
}
@inproceedings{GaXiCoSPIE2011,
  author = {Gagneja, D. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging, neuroimaging, graphical models},
  title = {Towards a Parts-Based Approach to Sub-Cortical Brain Structure Parsing},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/spie2011_neuroparts.pdf},
  year = {2011}
}
@inproceedings{ChCoWMVC2011,
  author = {Chen, A. Y. C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the 2011 IEEE Workshop on Motion and Video Computing},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/r/files/labelpropagation.zip},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/labelprop.html},
  tags = {computer vision, video understanding, semantic segmentation, graphical models, mrf},
  title = {Temporally Consistent Multi-Class Video-Object Segmentation with the Video Graph-Shifts Algorithm},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wmvc2011_vgs.pdf},
  year = {2011}
}
@inproceedings{ChCoCOMPIMAGE2010,
  author = {Chen, A. Y. C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of CompImage '10---Computational Modeling of Objects Presented in Images},
  tags = {computer vision, graphical models, hierarchical, mrf},
  title = {On the Effects of Normalization in Adaptive {MRF} Hierarchies},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/compimage2010_mrf.pdf},
  year = {2010}
}
@article{AlCoChTMI2011,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V.},
  journal = {IEEE Transactions on Medical Imaging},
  number = {1},
  pages = {1--10},
  tags = {medical imaging, spine imaging, graphical models, semantic segmentation},
  title = {Labeling of Lumbar Discs using both Pixel- and Object-Level Features with a Two-Level Probabilistic Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/tmi2011_lumbar.pdf},
  volume = {30},
  year = {2011}
}