tag.video_understanding.bib

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@inproceedings{YaXuCaCVPR2017,
  author = {Yan, Y. and Xu, C. and Cai, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  grants = {aro2015},
  projects = {selected,a2d,aro2015,google,darpasoartechsttr2015},
  researcharea = {CV},
  tags = {computer vision, activity recognition, video understanding, semantic segmentation},
  title = {Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking},
  venue = {CVPR},
  year = {2017}
}
@article{XuCoIJCV2016,
  author = {Xu, C. and {\bf Corso}, {\bf J. J.}},
  grants = {career, mindseye, aroyip},
  journal = {International Journal of Computer Vision},
  pages = {272--290},
  projects = {career, mindseye, aroyip, video, selected, supervoxels},
  researcharea = {CV},
  tags = {segmentation, computer vision, video understanding},
  title = {{LIBSVX}: A Supervoxel Library and Benchmark for Early Video Processing},
  venue = {IJCV},
  volume = {119},
  year = {2016}
}
@article{HaYaXuTMMtoappear,
  author = {Han, T. and Yao, H. and Xu, C. and Sun, X. and Zhang, Y. and {\bf Corso}, {\bf J. J.}},
  journal = {IEEE Transactions on Multimedia},
  projects = {video},
  researcharea = {CV},
  tags = {computer vision, activity recognition, video understanding},
  title = {Dancelets Mining for Video Recommendation Based on Dance Styles},
  venue = {TMM},
  year = {2017 (to appear)}
}
@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},
  grants = {aro2015},
  projects = {career,selected,a2d, aroyip},
  researcharea = {CV},
  tags = {computer vision, activity recognition, video understanding, semantic segmentation},
  title = {Actor-Action Semantic Segmentation with Grouping-Process Models},
  venue = {CVPR},
  year = {2016}
}
@inproceedings{DhTrCoCVPR2016,
  author = {Dhiman, V. and Tran, Q.-H. and {\bf Corso}, {\bf J. J.} and Chandraker, M.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  grants = {nec},
  projects = {autonomousdriving,selected},
  researcharea = {CV},
  tags = {computer vision, autonomous driving, tracking, video understanding},
  title = {A Continuous Occlusion Model for Road Scene Understanding},
  venue = {CVPR},
  year = {2016}
}
@inproceedings{ChCoICCV2015,
  author = {Chen, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE International Conference on Computer Vision}},
  grants = {career,aroyip},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICCV2015_implicitmotion_poster.pdf},
  projects = {career,selected,aroyip},
  researcharea = {CV},
  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},
  venue = {ICCV},
  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},
  grants = {career,aroyip},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/xu_corso_CVPR2015_A2D_poster.pdf},
  projects = {career,selected,a2d, aroyip},
  researcharea = {CV},
  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},
  venue = {CVPR},
  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}},
  grants = {career,aroyip},
  projects = {career,selected,supervoxels; aroyip},
  researcharea = {CV},
  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},
  venue = {CVPR},
  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},
  grants = {aroyip,career,mindseye},
  projects = {selected,career,mindseye,video,videototext},
  researcharea = {CV},
  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},
  venue = {AAAI},
  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},
  grants = {career, mindseye},
  projects = {career, mindseye},
  researcharea = {CV, MI},
  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},
  venue = {ECCV},
  year = {2014}
}
@inproceedings{KuNaSiICRA2014,
  author = {Kumar, S. and Narayanan, M. S. and Singhal, P. and {\bf Corso}, {\bf J. J.} and Krovi, V.},
  booktitle = {Proceedings of IEEE International Conference on Robotics and Automation},
  projects = {medimage, surgrobots},
  researcharea = {MI},
  tags = {surgical robotics, video understanding, tracking},
  title = {Surgical Tool Attributes from Monocular Video},
  venue = {ICRA},
  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.},
  grants = {mindseye,career},
  institution = {arXiv},
  number = {1306.2293},
  projects = {mindseye},
  researcharea = {VP},
  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},
  venue = {ARXIV},
  year = {2013}
}
@article{AgKuRyTMECH2014,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  grants = {mindseye},
  journal = {IEEE/ASME Transactions on Mechatronics},
  number = {4},
  pages = {1412--1423},
  projects = {mindseye},
  researcharea = {CV},
  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},
  venue = {TMECH},
  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},
  grants = {mindseye, career},
  projects = {mindseye, career, video, psych},
  researcharea = {VP},
  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},
  venue = {ICSC},
  year = {2013}
}
@article{OhMcKiMVA2014,
  author = {Oh, S. and McCloskey, S. and Kim, I. and Vahdat, A. and Cannons, K. and Hajimirsadeghi, H. and Mori, G. and Perera, A. G. A. and Pandey, M. and {\bf Corso}, {\bf J. J.}},
  grants = {aladdin},
  journal = {Machine Vision and Applications},
  pages = {49--69},
  projects = {aladdin, video},
  researcharea = {CV},
  tags = {computer vision, video understanding, event recognition, fusion, multimedia},
  title = {Multimedia Event Detection with Multimodal Feature Fusion and Temporal Concept Localization},
  url = {http://link.springer.com/article/10.1007%2Fs00138-013-0525-x},
  venue = {MVA},
  volume = {25},
  year = {2014}
}
@inproceedings{KuNaSiCASE2013,
  author = {Kumar, S. and Narayanan, M. and Singhal, P. and {\bf Corso}, {\bf J. J.} and Krovi, V.},
  booktitle = {IEEE Conference on Automation Science and Engineering},
  projects = {medimage},
  researcharea = {SR},
  tags = {medical imaging, surgical robotics, tracking, video understanding},
  title = {Product of Tracking Experts for Surgical Tool Visual Tracking},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/kumar_case2013.pdf},
  venue = {CASE},
  year = {2013}
}
@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)},
  grants = {cssg, cssgII, mindseye, career, aroyip},
  projects = {darpaace, cssg, cssgII, mindseye, career, aroyip, video},
  researcharea = {CV},
  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},
  venue = {MDMKDD},
  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},
  grants = {mindseye},
  projects = {mindseye},
  researcharea = {CV},
  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},
  venue = {ISVC},
  year = {2012}
}
@inproceedings{BuCoAMCIS2012,
  author = {Bustamante, M. A. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the Eighteenth Americas Conference on Information Systems},
  grants = {icpostdoc, career},
  projects = {icpostdoc,video,ontology, career},
  researcharea = {CV},
  tags = {computer vision, artificial intelligence, probabilistic ontology, video understanding, activity recognition, event recognition},
  title = {Using Probabilistic Ontologies for Video Exploration},
  venue = {AMCIS},
  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},
  grants = {career,mindseye,aroyip},
  projects = {career,mindseye,aroyip},
  researcharea = {CV},
  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},
  venue = {AMDO},
  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},
  grants = {mindseye},
  projects = {mindseye},
  researcharea = {CV},
  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},
  venue = {RSS},
  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},
  grants = {career, aladdin, mindseye, aroyip},
  projectpage = {http://bit.ly/OxM7So},
  projects = {aladdin,mindseye,career,supervoxels},
  researcharea = {CV},
  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},
  venue = {CVPR},
  year = {2012}
}
@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},
  grants = {mindseye},
  projects = {mindseye},
  researcharea = {CV},
  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},
  venue = {DSCC},
  year = {2011}
}
@inproceedings{ChCoWNYIPW2010,
  author = {Chen, A. Y. C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Western New York Image Processing Workshop},
  grants = {career, cssgII, mindseye},
  projects = {career, cssg, mindseye, semlabel, labelprop},
  researcharea = {CV},
  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},
  venue = {WNYIPW},
  year = {2010}
}
@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},
  grants = {career,cssgII},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/labelprop.html},
  projects = {semlabel, career, graphshifts},
  researcharea = {CV},
  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},
  venue = {WMVC},
  year = {2011}
}
@phdthesis{CoJHU2005,
  author = {{\bf Corso},{\bf J. J.}},
  department = {{Computer Science}},
  projects = {vbi},
  researcharea = {CV},
  school = {{The Johns Hopkins University}},
  tags = {computer vision, gesture recognition, video understanding},
  title = {{Techniques for Vision-Based Human-Computer Interaction}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso.phd2005.compressed.pdf},
  year = {2005},
  bdsk-url-2 = {jcorso.phd2005.compressed.pdf}
}
@inbook{YeCoHaHCIBOOK2005,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Hager, G. D.},
  chapter = {{7: Visual Modeling of Dynamic Gestures Using 3D Appearance and Motion Features}},
  editor = {Kisacanin, B. and Pavlovic, V. and Huang, T. S.},
  pages = {103-120},
  projects = {vbi},
  publisher = {{Springer-Verlag}},
  researcharea = {CV},
  tags = {computer vision, human-computer interaction, gesture recognition, video understanding},
  title = {{Real-Time Vision for Human-Computer Interaction}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/rtv4hcibook2005.pdf},
  year = {2005}
}
@article{BuHaetal05,
  author = {Burschka, D. and {\bf Corso},{\bf J. J.} and Dewan, M. and Lau, W. and Li, M. and Lin, H. and Marayong, P. and Ramey, N. and Hager, G. D. and Hoffman, B. and Larkin, D. and Hasser, C.},
  journal = {Robotics and Autonomous System},
  researcharea = {SR},
  tags = {computer vision, surgical robotics, video understanding},
  title = {{Navigating Inner Space: 3-D Assistance for Minimally Invasive Surgery}},
  year = {2005}
}
@inproceedings{RaHa04,
  author = {Ramey, N. and {\bf Corso},{\bf J. J.} and Lau, W. W. and Burschka, D. and Hager, G. D.},
  booktitle = {{Proceedings of Workshop on Real-time 3D Sensors and Their Use (at CVPR 2004)}},
  projects = {surface},
  researcharea = {CV},
  tags = {video understanding, computer vision, tracking, reconstruction},
  title = {{Real Time 3D Surface Tracking and Its Applications}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/nramey_CVPRRT3D2004.pdf},
  year = {2004}
}
@inproceedings{YeHa04,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Hager, G. D.},
  booktitle = {{Proceedings of Workshop on Real-time Vision for Human-Computer Interaction (at CVPR 2004)}},
  researcharea = {CV},
  tags = {computer vision, gesture recognition, video understanding, human-computer interaction},
  title = {{Gesture Recognition Using 3D Appearance and Motion Features}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ye_CVPRRTVHCI2004.pdf},
  venue = {vbi},
  year = {2004}
}