tag.segmentation.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{ChCoPR2017,
  author = {Chen, C. and {\bf Corso}, {\bf J. J.}},
  grants = {mindseye},
  journal = {Pattern Recognition},
  pages = {15--28},
  projects = {mindseye, regions, psych},
  researcharea = {CV},
  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},
  venue = {PR},
  volume = {64},
  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,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}
}
@article{MeJaBaTMI2015,
  author = {Menze, B. H. and Jakab, A. and Bauer, S. and Kalpathy-Cramer, J. and Farahani, K. and Kirby, J. and Burren, Y. and Porz, N. and Slotboom, J. and Wiest, R. and Lanczi, L. and Gerstner, R. and Weber, M.-A. and Arbel, T. and Avants, B. B. and Ayache, N. and Buendia, P. and Collins, D. L. and Cordier, N. and {\bf Corso}, {\bf J. J.} and Criminisi, A. and Das, T. and Delingette, H. and Demiralp, C. and Durst, C. R. and Dojat, M. and Doyle, S. and Festa, J. and Forbes, F. and Geremia, E. and Glocker, B. and Golland, P. and Guo, X. and Hamamci, A. and Iftekharuddin, K. M. and Jena, R. and John, N. M. and Konukoglu, E. and Lashkari, D. and Mariz, J. A. and Meier, R. and Pereira, S. and Precup, D. and Price, S. J. and {Riklin Raviv}, T. and Reza, S. and Ryan, M. and Sarikaya, D. and Schwartz, L. and Shin, H.-C. and Shotton, J. and Silva, C. A. and Sousa, N. and Subbanna, N. K. and Szekely, G. and Taylor, T. J. and Thomas, O. M. and Tustison, N. J. and Unal, G. and Vasseur, F. and Wintermark, M. and Ye, D. H. and Zhao, L. and Zhao, B. and Zikic, D. and Prastawa, M. and Reyes, M. and {Van Leemput}, K.},
  journal = {IEEE Transactions on Medical Imaging},
  number = {10},
  pages = {1993--2024},
  projects = {braintumor},
  publisher = {IEEE},
  researcharea = {MI},
  tags = {braintumor, medical imaging, segmentation},
  title = {The multimodal brain tumor image segmentation benchmark (BRATS)},
  url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6975210},
  venue = {TMI},
  volume = {34},
  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}
}
@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{WuChZhIJCARS2014,
  author = {Wu, W. and Chen, A. Y. C. and Zhao, L. and {\bf Corso}, {\bf J. J.}},
  grants = {career},
  journal = {International Journal of Computer Aided Radiology and Surgery},
  number = {2},
  pages = {241--253},
  projects = {career, braintumor, medimage},
  researcharea = {MI},
  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},
  venue = {IJCARS},
  volume = {9},
  year = {2014}
}
@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{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}
}
@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{TaLuDeMICCAI2009,
  author = {Tao, Y. and Lu, L. and Dewan, M. and Chen, A. Y. C. and {\bf Corso}, {\bf J. J.} and Xuan, J. and Salganicoff, M. and Krishnan, A.},
  booktitle = {Proceedings of Medical Image Computing and Computer Aided Intervention (MICCAI)},
  pages = {715--723},
  researcharea = {MI},
  tags = {medical imaging, segmentation, computer-aided diagnosis, lung imaging},
  title = {Multi-level Ground Glass Nodule Detection and Segmentation in CT Lung Images},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/miccai2009_ggn.pdf},
  venue = {MICCAI},
  volume = {LNCS 5762},
  year = {2009}
}
@inproceedings{BuCoCVPR2009,
  author = {Burns, T. J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition},
  researcharea = {CV},
  tags = {computer vision, document imaging, segmentation, graphical models},
  title = {Robust Unsupervised Segmentation of Degraded Document Images with Topic Models},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cvpr2009_docs.pdf},
  venue = {CVPR},
  year = {2009}
}
@inproceedings{HoCoSPIE2009,
  author = {Hoeflich, C. S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  researcharea = {MI},
  tags = {medical imaging, mrf, segmentation},
  title = {{Segmentation of 2D Gel Electrophoresis Spots using a Markov Random Field}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/hoeflich_SPIE2009.pdf},
  venue = {SPIE},
  year = {2009}
}
@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{DuCoYuSPIE2008,
  author = {Dube, S. and {\bf Corso},{\bf J. J.} and Yuille, A. and Cloughesy, T. F. and El-Saden, S. and Sinha, U.},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  projects = {braintumor},
  researcharea = {MI},
  tags = {medical imaging, braintumor, hierarchical, segmentation},
  title = {{Hierarchical Segmentation of Malignant Gliomas Via Integrated Contextual Filter Response}},
  venue = {SPIE},
  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}
}
@inproceedings{CoHaCVPR05,
  author = {{\bf Corso},{\bf J. J.} and Hager, G. D.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  pages = {184--190},
  projects = {regions},
  researcharea = {CV},
  tags = {computer vision, feature extraction, image retrieval, segmentation},
  title = {{Coherent Regions for Concise and Stable Image Description }},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_cvpr2005.pdf},
  venue = {CVPR},
  volume = {2},
  year = {2005}
}
@inproceedings{CoHaICPR04,
  author = {{\bf Corso},{\bf J. J.} and Dewan, M. and Hager, G. D.},
  booktitle = {{Proceedings of 17th International Conference on Pattern Recogntion (ICPR 2004)}},
  projects = {regions},
  researcharea = {CV},
  tags = {computer vision, segmentation, graph cuts, fusion},
  title = {{Image Segmentation Through Energy Minimization Based Subspace Fusion}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICPR2004.pdf},
  venue = {ICPR},
  year = {2004}
}
@techreport{CoHaCIRL2004,
  author = {{\bf Corso},{\bf J. J.} and Dewan, M. and Hager, G. D.},
  institution = {The Johns Hopkins University},
  number = {~CIRL-TR-04-01},
  projects = {regions},
  researcharea = {CV},
  tags = {computer vision, segmentation, graph cuts, fusion},
  title = {{Image Segmentation Through Energy Minimization Based Subspace Fusion}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/corso_tr0401.pdf},
  year = {2004}
}