tag.hierarchical.bib

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@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}
}
@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}
}
@inproceedings{JoXiGaAAAI2013,
  author = {Johnson, D. M. and Xiong, C. and Gao, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track)},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/HAI.zip},
  grants = {cssgII, career},
  projects = {cssgII,cssgIII,darpaace,career},
  researcharea = {DM},
  tags = {data mining, machine learning, spectral clustering, active clustering, hierarchical},
  title = {Comprehensive Cross-Hierarchy Cluster Agreement Evaluation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/dmjohnson_AAAI2013_LBP_hai.pdf},
  venue = {AAAI},
  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}
}
@techreport{LeCoARXIV2011,
  author = {Lea, C. S. and {\bf Corso}, {\bf J. J.}},
  grants = {career},
  institution = {arXiv},
  month = {November},
  number = {1111.1599v1},
  projects = {career, moborobo},
  researcharea = {MR},
  tags = {computer vision, mobile robotics, graphical models, mrf, hierarchical, object detection},
  title = {Efficient Hierarchical Markov Random Fields for Object Detection on a Mobile Robot},
  venue = {ARXIV},
  year = {2011}
}
@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{GiCoFiEMBS2009,
  author = {Girgis, H. Z. and {\bf Corso}, {\bf J. J.} and Fischer, D.},
  booktitle = {Proceedings of IEEE Conference on Engineering in Medicine and Biology},
  pages = {4949--4953},
  researcharea = {ML},
  tags = {machine learning, bioinformatics, hierarchical},
  title = {On-line hierarchy of general linear models for selecting and ranking the best predicted protein structures},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/embs2009_girgis.pdf},
  venue = {EMBS},
  volume = {1},
  year = {2009}
}
@inproceedings{ChCoCOMPIMAGE2010,
  author = {Chen, A. Y. C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of CompImage '10---Computational Modeling of Objects Presented in Images},
  grants = {career, cssgII},
  projects = {graphshifts,career},
  researcharea = {CV},
  tags = {computer vision, graphical models, hierarchical, mrf},
  title = {On the Effects of Normalization in Adaptive {MRF} Hierarchies},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/compimage2010_mrf.pdf},
  year = {2010}
}
@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{CoTuYuIWCIA2008,
  author = {{\bf Corso},{\bf J. J.} and Tu, Z. and Yuille, A.},
  booktitle = {Proceedings of International Workshop on Combinatorial Image Analysis},
  pages = {172--184},
  projects = {graphshifts},
  researcharea = {CV},
  tags = {computer vision, mrf, hierarchical},
  title = {{MRF Labeling with a Graph-Shifts Algorithm}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_IWCIA2008.pdf},
  venue = {IWCIA},
  volume = {LNCS 4958},
  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}
}
@article{CoShDuTMI2008,
  author = {{\bf Corso}, {\bf J. J.} and Sharon, E. and Dube, S. and El-Saden, S. and Sinha, U. and Yuille, A.},
  journal = {IEEE Transactions on Medical Imaging},
  number = {5},
  pages = {629--640},
  projects = {braintumor,supervoxels},
  researcharea = {MI},
  tags = {medical imaging, graphical models, hierarchical, neuroimaging, braintumor},
  title = {{Efficient Multilevel Brain Tumor Segmentation with Integrated Bayesian Model Classification}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_TMI_braintumor.pdf},
  venue = {TMI},
  volume = {27},
  year = {2008}
}
@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{CoShYuMICCAI2006,
  author = {{\bf Corso},{\bf J. J.} and Sharon, E. and Yuille, A. L.},
  booktitle = {{Proceedings of Medical Image Computing and Computer Aided Intervention (MICCAI)}},
  pages = {790--798},
  projects = {braintumor},
  researcharea = {MI},
  tags = {medical imaging, braintumor, neuroimaging, hierarchical},
  title = {{Multilevel Segmentation and Integrated Bayesian Model Classification with an Application to Brain Tumor Segmentation}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_MICCAI2006.pdf},
  venue = {MICCAI},
  volume = 2,
  year = {2006}
}