jcorso.mindseye.bib

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@article{ChCoPR2017,
  author = {Chen, C. and {\bf Corso}, {\bf J. J.}},
  journal = {Pattern Recognition},
  pages = {15--28},
  tags = {image understanding, segmentation, computer vision},
  title = {Joint occlusion boundary detection and figure/ground assignment by extracting common-fate fragments in a back-projection scheme},
  volume = {64},
  year = {2017}
}

@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}
}

@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{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{ChXiXuCVPR2014,
  author = {Chen, W. and Xiong, C. and Xu, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/r/files/actionness_code_v1.tar.bz},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2014_actionness_poster.pdf},
  tags = {computer vision, activity recognition, video understanding},
  title = {Actionness Ranking with Lattice Conditional Ordinal Random Fields},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2014_actionness.pdf},
  year = {2014}
}

@article{XuDoHaIJSC2014,
  author = {Xu, C. and Doell, R. F. and Hanson, S. J. and Hanson, C. and {\bf Corso}, {\bf J. J}},
  journal = {International Journal of Semantic Computing},
  note = {Selected as a Best Paper from ICSC; an earlier version appeared as arXiv:1311.3318.},
  tags = {visual psychophysics, computer vision, video understanding, supervoxel},
  title = {A Study of Actor and Action Semantic Retention in Video Supervoxel Segmentation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_IJSC2013_SVXHuman.pdf},
  year = {2014}
}

@techreport{BaSiXiARXIV2013,
  author = {Barbu, A. 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.},
  institution = {arXiv},
  number = {1306.2293},
  tags = {activity recognition, video understanding, natural language, neuroimaging},
  title = {The Compositional Natural of Verb and Argument Representations in the Human Brain},
  url = {http://arxiv.org/pdf/1306.2293v1},
  year = {2013}
}

@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{XuWhCoICCV2013,
  author = {Xu, C. and Whitt, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_iccv2013_hieflat_poster.pdf},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/supervoxels},
  tags = {computer vision, segmentation, video understanding, hierarchical},
  title = {Flattening Supervoxel Hierarchies by the Uniform Entropy Slice},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICCV2013_hieflat.pdf},
  video = {http://youtu.be/BIPLRljS0d8},
  year = {2013}
}

@article{AgKuRyTMECH2014,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  journal = {IEEE/ASME Transactions on Mechatronics},
  number = {4},
  pages = {1412--1423},
  tags = {computer vision, human pose estimation, video understanding, tracking},
  title = {Estimating Dynamics On-The-Fly Using Monocular Video for Vision-Based Robotics},
  url = {http://dx.doi.org/10.1109/TMECH.2013.2284235},
  volume = {19},
  year = {2014}
}

@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}
}

@inproceedings{DaXuDoCVPR2013,
  author = {Das, P. and Xu, C. and Doell, R. F. 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/youcook},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2013_dpmtm_poster.pdf},
  tags = {computer vision, natural language, object detection, ontology, video summarization, video understanding, video to text},
  title = {A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2013_dpmtm.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{XuXiCoECCV2012,
  author = {Xu, C. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Computer Vision},
  codedownload = {http://bit.ly/MXaxVq},
  projectpage = {http://bit.ly/OxM7So},
  tags = {computer vision, segmentation, graph-based, video understanding, hierarchical, streaming},
  title = {Streaming Hierarchical Video Segmentation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ECCV2012_streamgbh.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{AgKuRyISVC2012,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  booktitle = {Proceedings of International Symposium on Visual Computing},
  tags = {computer vision, human pose estimation, video understanding},
  title = {An Optimization Based Framework for Human Pose Estimation in Monocular Videos},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/pagarwalISVC2012_pose.pdf},
  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{AgKuRyRSS2012,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  booktitle = {Proceedings of Robotics Science and Systems},
  tags = {computer vision, human pose estimation, video understanding},
  title = {Estimating Human Dynamics On-the-fly Using Monocular Video for Pose Estimation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/agarwal_RSS2012.pdf},
  year = {2012}
}

@inproceedings{SaCoCVPR2012,
  author = {Sadanand, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/extdelivery/actionbank_v1_0.tar.bz},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/actionbank/},
  tags = {computer vision, activity recognition, video understanding},
  title = {Action Bank: A High-Level Representation of Activity in Video},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2012_actionbank.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{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{AgKuCoDSCC2011,
  author = {Agarwal, P. and Kumar, S. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  booktitle = {Proceedings of 4th Annual Dynamic Systems and Control Conference},
  tags = {computer vision, video understanding, motion estimation},
  title = {Estimating Dynamics On-The-Fly Using Monocular Video},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/dscc2011.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{CeCoFuSTIDS2010,
  author = {Ceusters, W. and {\bf Corso}, {\bf J. J.} and Fu, Y. and Petropoulos, M. and Krovi, V.},
  booktitle = {Proceedings of the 5th International Conference on Semantic Technologies for Intelligence, Defense and Security (STIDS)},
  tags = {artificial intelligence, ontology, activity recognition},
  title = {Introducing Ontological Realism for Semi-Supervised Detection and Annotation of Operationally Significant Activity in Surveillance Videos.},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/stids2010_istare_withresponses.pdf},
  year = {2010}
}