tag.semantic_segmentation.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)}
}

@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}
}

@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{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}
}

@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},
  grants = {cssgII,aroyip,career},
  journal = {Image and Vision Computing},
  number = {11},
  pages = {841--852},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  projects = {gbs,career,mindseye,moborobo; aroyip},
  researcharea = {MR},
  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},
  venue = {IVC},
  volume = {31},
  year = {2013}
}

@article{CoPRL2013,
  author = {{\bf Corso}, {\bf J. J.}},
  grants = {career, cssgII, aroyip},
  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},
  projects = {career,semlabel; gbs; mindseye},
  researcharea = {CV},
  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},
  venue = {PRL},
  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},
  grants = {cssgII,aroyip,career},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  projects = {gbs,career,mindseye,moborobo; aroyip},
  researcharea = {MR},
  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},
  venue = {IROS},
  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}
}

@article{AlCoChTMI2011,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V.},
  grants = {career},
  journal = {IEEE Transactions on Medical Imaging},
  number = {1},
  pages = {1--10},
  projects = {lumbar,career},
  researcharea = {MI},
  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},
  venue = {TMI},
  volume = {30},
  year = {2011}
}

@inproceedings{ChCoWaICPR2008,
  author = {Chen, A. Y. C. and {\bf Corso},{\bf J. J.} and Wang, L.},
  booktitle = {Proceedings of International Conference on Pattern Recognition},
  projects = {semlabel,graphshifts},
  researcharea = {CV},
  tags = {computer vision, semantic segmentation, mrf, image understanding},
  title = {{HOPS}: Efficient Region Labeling using Higher Order Proxy Neighborhoods},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/aychen_ICPR2008.pdf},
  venue = {ICPR},
  year = {2008}
}

@inproceedings{CoAlChMICCAI2008,
  author = {{\bf Corso},{\bf J. J.} and Alomari, R. S. and Chaudhary, V.},
  booktitle = {Proceedings of Medical Image Computing and Computer Aided Intervention (MICCAI)},
  pages = {202--210},
  projects = {lumbar},
  researcharea = {MI},
  tags = {medical imaging, spine imaging, semantic segmentation, hierarchical},
  title = {Lumbar Disc Localization and Labeling with a Probabilistic Model on both Pixel and Object Features},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_MICCAI2008.pdf},
  venue = {MICCAI},
  volume = {LNCS 5241 Part 1},
  year = {2008}
}

@inproceedings{CoYuTuCVPR2008,
  author = {{\bf Corso},{\bf J. J.} and Yuille, A. and Tu, Z.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/r/graphshifts/files/graphshifts-R2008.tar.gz},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/graphshifts/},
  projects = {graphshifts,semlabel},
  researcharea = {CV},
  tags = {computer vision, mrf, hierarchical, semantic segmentation, image understanding},
  title = {{Graph-Shifts: Natural Image Labeling by Dynamic Hierarchical Computing}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2008_gs.pdf},
  venue = {CVPR},
  year = {2008}
}

@inproceedings{CoCVPR2008,
  author = {{\bf Corso},{\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  projects = {semlabel},
  researcharea = {CV},
  tags = {computer vision, semantic segmentation, hierarchical},
  title = {{Discriminative Modeling by Boosting on Multilevel Aggregates}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2008_bma.pdf},
  venue = {CVPR},
  year = {2008}
}

@inproceedings{CoYuSiMICCAI2007,
  author = {{\bf Corso},{\bf J. J.} and Yuille, A. L. and Sicotte, N. L. and Toga, A.},
  booktitle = {{Proceedings of Medical Image Computing and Computer Aided Intervention (MICCAI)}},
  projects = {graphshifts,braintumor},
  researcharea = {MI},
  tags = {medical imaging, computer-aided diagnosis, neuroimaging, hierarchical, mrf, semantic segmentation},
  title = {{Detection and Segmentation of Pathological Structures by the Extended Graph-Shifts Algorithm}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_MICCAI2007.pdf},
  venue = {MICCAI},
  year = {2007}
}

@inproceedings{CoTuYuIPMI2007,
  author = {{\bf Corso},{\bf J. J.} and Tu, Z. and Yuille, A. and Toga, A. W.},
  booktitle = {Proceedings of Information Processing in Medical Imaging (IPMI)},
  pages = {183--197},
  projects = {graphshifts},
  researcharea = {MI},
  tags = {neuroimaging, medical imaging, hierarchical, semantic segmentation},
  title = {{Segmentation of Sub-Cortical Structures by the Graph-Shifts Algorithm}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ipmi2007.pdf},
  venue = {IPMI},
  volume = {LNCS 4584},
  year = {2007}
}