tag.video_understanding.bib

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@article{YaXuCaIJCV2019,
  author = {Yan, Y. and Xu, C. and Cai, D. and {\bf Corso}, {\bf J. J.}},
  grants = {DARPA FA8750-17-2-0112},
  journal = {International Journal of Computer Vision},
  researcharea = {CV},
  tags = {computer vision, video understanding, weak supervision, semantic segmentation},
  title = {A Weakly Supervised Multi-task Ranking Framework for Actor-Action Semantic Segmentation},
  venue = {IJCV},
  year = {2019 (to appear)}
}
@article{SzSuLuTPAMI2020,
  author = {Szeto, R. and Sun, X. and Lu, K. and {\bf Corso}, {\bf J. J.}},
  grants = {FA8750-16-C-0168},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  researcharea = {CV},
  tags = {computer vision, deep learning, video understanding, video inpainting, video prediction, frame interpolation},
  title = {{A Temporally-Aware Interpolation Network for Video Frame Inpainting}},
  venue = {TPAMI},
  year = {2020 (to appear)}
}
@inproceedings{MiCoICCV2019,
  author = {Min, K. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE International Conference on Computer Vision}},
  grants = {NIST 60NANB17D191},
  researcharea = {CV},
  tags = {computer vision, video understanding, video saliency, deep learning},
  title = {{TASED}-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection},
  url = {http://openaccess.thecvf.com/content_ICCV_2019/papers/Min_TASED-Net_Temporally-Aggregating_Spatial_Encoder-Decoder_Network_for_Video_Saliency_Detection_ICCV_2019_paper.pdf},
  venue = {ICCV},
  year = {2019}
}
@inproceedings{HuZhZhBMVC2019,
  author = {Huang, H. and Zhou, L. and Zhang, W. and {\bf Corso}, {\bf J. J.} and Xu, C.},
  booktitle = {Proceedings of the British Machine Vision Conference},
  grants = {DARPA FA8750-17-2-0125, NSF IIS 1522904, NIST 60NANB17D191},
  researcharea = {CV},
  tags = {computer vision, video understanding, deep learning, activity recognition, object-object interaction},
  title = {Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition},
  url = {https://bmvc2019.org/wp-content/uploads/papers/0524-paper.pdf},
  venue = {BMVC},
  year = {2019}
}
@inproceedings{GrCoWACV2019,
  author = {Griffin, B. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE Winter Conference on Applications of Computer Vision},
  researcharea = {CV},
  tags = {computer vision, video object segmentation, video segmentation, video understanding},
  title = {Tukey-Inspired Video Object Segmentation},
  url = {https://arxiv.org/abs/1811.07958},
  venue = {WACV},
  year = {2019}
}
@inproceedings{GrCoCVPR2019,
  author = {Griffin, B. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  projects = {selected},
  researcharea = {CV},
  tags = {computer vision, video understanding, hybrid intelligence, video segmentation, video object segmentation, segmentation},
  title = {{BubbleNets}: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames},
  url = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Griffin_BubbleNets_Learning_to_Select_the_Guidance_Frame_in_Video_Object_CVPR_2019_paper.pdf},
  venue = {CVPR},
  year = {2019}
}
@inproceedings{ZhKaChCVPR2019,
  author = {Zhou, L. and Kalantidis, Y. and Chen, X. and {\bf Corso}, {\bf J. J.} and Rohrbach, M.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  projects = {selected},
  researcharea = {CV},
  tags = {computer vision, video to text, vision and language, video understanding},
  title = {Grounded Video Description},
  url = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhou_Grounded_Video_Description_CVPR_2019_paper.pdf},
  venue = {CVPR},
  year = {2019}
}
@techreport{HoGaCoARXIV2018,
  author = {Hofesmann, E. and Ganesh, M. R. and {\bf Corso}, {\bf J. J.}},
  codedownload = {https://github.com/MichiganCOG/M-PACT},
  institution = {ARXIV},
  number = {1804.05879},
  researcharea = {CV},
  tags = {computer vision, video understanding, deep learning, activity recognition},
  title = {{M-PACT}: An Open Source Platform for Repeatable Activity Classification Research},
  url = {https://arxiv.org/abs/1804.05879},
  venue = {ARXIV},
  year = {2018}
}
@techreport{GaHoMiARXIV2018,
  author = {Ganesh, M. R. and Hofesmann, E. and Min, B. and Gafoor, N. and {\bf Corso}, {\bf J. J.}},
  institution = {ARXIV},
  number = {1803.08094},
  researcharea = {CV},
  tags = {computer vision, video understanding, deep learning, activity recognition},
  title = {T-RECS: Training for Rate-Invariant Embeddings by Controlling Speed for Action Recognition},
  url = {https://arxiv.org/abs/1803.08094},
  venue = {ARXIV},
  year = {2018}
}
@inproceedings{ZhLoCoBMVC2018,
  author = {Zhou, L. and Louis, N. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of British Machine Vision Conference},
  grants = {aro2015, d3m},
  projects = {selected, aro2015, d3m},
  researcharea = {CV},
  tags = {video understanding, video to text, computer vision, object grounding, deep learning},
  title = {Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction},
  url = {http://bmvc2018.org/contents/papers/0070.pdf},
  venue = {BMVC},
  year = {2018}
}
@inproceedings{SuSzCoACCV2018,
  author = {Sun, X. and Szeto, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Asian Conference on Computer Vision (ACCV)},
  codedownload = {https://github.com/sunxm2357/TAI_video_frame_inpainting},
  projectpage = {http://ryanszeto.com/projects/tai.html},
  projects = {medifor},
  researcharea = {CV},
  tags = {video understanding, deep learning, computer vision, video prediction, inpainting},
  title = {{A Temporally-Aware Interpolation Network for Video Frame Inpainting}},
  url = {https://arxiv.org/abs/1803.07218},
  venue = {ACCV},
  year = {2018}
}
@inproceedings{ZhZhCoCVPR2018,
  author = {Zhou, L. and Zhou, Y. and {\bf Corso}, {\bf J. J.} and Socher, R. and Xiong, C.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {https://github.com/LuoweiZhou/densecap},
  grants = {aro2015, d3m},
  projects = {aro2015, d3m, selected},
  researcharea = {CV},
  tags = {video understanding, computer vision, video to text},
  title = {End-to-End Dense Video Captioning with Masked Transformer},
  url = {http://openaccess.thecvf.com/content_cvpr_2018/papers/Zhou_End-to-End_Dense_Video_CVPR_2018_paper.pdf},
  venue = {CVPR},
  year = {2018}
}
@inproceedings{ZhXuCoAAAI2018,
  author = {Zhou, L. and Xu, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  codedownload = {https://github.com/LuoweiZhou/ProcNets-YouCook2},
  datadownload = {http://youcook2.eecs.umich.edu},
  grants = {aro2015, d3m},
  projects = {selected, aro2015, d3m},
  researcharea = {CV},
  tags = {video to text, video understanding},
  title = {Towards Automatic Learning of Procedures from Web Instructional Videos},
  url = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17344/16367},
  venue = {AAAI},
  year = {2018}
}
@inproceedings{ZhXuKoACM2017,
  author = {Zhou, L. and Xu, C. and Koch, P. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the Thematic Workshops of ACM Multimedia},
  grants = {aro2015},
  projects = {aro2015, darpasoartechsttr2015},
  researcharea = {CV},
  tags = {computer vision, video to text, video understanding, video summarization},
  title = {Watch What You Just Said: Image Captioning with Text-Conditional Attention},
  venue = {ACM},
  year = {2017}
}
@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 = {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{HaYaXuTMM2017,
  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},
  number = {4},
  projects = {video},
  researcharea = {CV},
  tags = {computer vision, activity recognition, video understanding},
  title = {Dancelets Mining for Video Recommendation Based on Dance Styles},
  venue = {TMM},
  volume = {19},
  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}
}
@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,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},
  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,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,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{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},
  grants = {career,mindseye,aroyip},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2014_actionness_poster.pdf},
  projects = {mindseye,career},
  researcharea = {CV},
  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},
  venue = {CVPR},
  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}
}
@article{XuDoHaIJSC2014,
  author = {Xu, C. and Doell, R. F. and Hanson, S. J. and Hanson, C. and {\bf Corso}, {\bf J. J}},
  grants = {mindseye, career},
  journal = {International Journal of Semantic Computing},
  note = {Selected as a Best Paper from ICSC; an earlier version appeared as arXiv:1311.3318.},
  projects = {mindseye, career, video, psych},
  researcharea = {VP},
  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},
  venue = {IJSC},
  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}
}
@inproceedings{XuWhCoICCV2013,
  author = {Xu, C. and Whitt, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
  grants = {career, aroyip, mindseye},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_iccv2013_hieflat_poster.pdf},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/supervoxels},
  projects = {career, aroyip, mindseye, video, supervoxels, selected},
  researcharea = {CV},
  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},
  venue = {ICCV},
  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.},
  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{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},
  grants = {aladdin,aroyip,career,mindseye},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2013_dpmtm_poster.pdf},
  projects = {selected,aladdin,career,mindseye,ontology,video,youcook, videototext},
  researcharea = {CV},
  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},
  venue = {CVPR},
  year = {2013}
}
@inproceedings{DaSrCoWSDM2013,
  author = {Das, P. and Srihari, R. K. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Sixth ACM International Conference on Web Search and Data Mining},
  grants = {aladdin},
  projects = {aladdin, ontology, semlabel, videototext},
  researcharea = {AI},
  tags = {computer vision, natural language, multimedia, video understanding, video summarization, machine learning, video to text},
  title = {Translating Related Words to Videos and Back through Latent Topics},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wsdm13-das-final.pdf},
  venue = {WSDM},
  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},
  grants = {career, aroyip, mindseye, aladdin},
  projectpage = {http://bit.ly/OxM7So},
  projects = {career, aroyip, mindseye, aladdin, video, supervoxels},
  researcharea = {CV},
  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},
  venue = {ECCV},
  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)},
  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{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},
  grants = {career,mindseye,aroyip,aladdin},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/actionbank/},
  projects = {aladdin,mindseye,career,actionbank},
  researcharea = {CV},
  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},
  venue = {CVPR},
  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}
}