tag.mrf.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}
}

@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}
}

@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{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}
}

@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{RoScCoBTAS2009,
  author = {Rodrigues, R. and Schroeder, G. and {\bf Corso}, {\bf J. J.} and Govindaraju, V.},
  booktitle = {Proceedings of IEEE International Conference on Biometrics: Theory, Applications, Systems},
  researcharea = {CV},
  tags = {computer vision, face recognition, mrf, biometrics},
  title = {Unconstrained Face Recognition Using {MRF} Priors and Manifold Traversing},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/btas2009_mrf.pdf},
  venue = {BTAS},
  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{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{NwCoCVPR2008,
  author = {Nwogu, I. and {\bf Corso},{\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  projects = {semlabel},
  researcharea = {CV},
  tags = {computer vision, higher-order, belief propagation, mrf, graphical models},
  title = {{(BP)$^2$: Beyond Pairwise Belief Propagation, Labeling by Approximating Kikuchi Free Energies}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/inwogu_CVPR2008.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{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}
}