tag.graphical_models.bib

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@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{ZhWuCoMICCAI2013,
  author = {Zhao, L. and Wu, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Medical Image Computing and Computer Aided Intervention},
  grants = {career},
  projects = {braintumor,selected,career},
  researcharea = {MI},
  tags = {medical imaging, graphical models, neuroimaging, braintumor},
  title = {Semi-Automatic Brain Tumor Segmentation by Constrained {MRFs} using Structural Trajectories},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/lzhao_miccai2013_structraj.pdf},
  venue = {MICCAI},
  year = {2013}
}

@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}
}

@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://www.cse.buffalo.edu/~jcorso/pubs/jcorso_prlsuba2013_ps3_preprint.pdf},
  venue = {PRL},
  volume = {34},
  year = {2013}
}

@inproceedings{GaXiCoSPIE2011,
  author = {Gagneja, D. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  grants = {career},
  projects = {career},
  researcharea = {MI},
  tags = {medical imaging, neuroimaging, graphical models},
  title = {Towards a Parts-Based Approach to Sub-Cortical Brain Structure Parsing},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/spie2011_neuroparts.pdf},
  venue = {SPIE},
  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://www.cse.buffalo.edu/~aychen/LabelPropagation/labelpropagation.zip},
  grants = {career,cssgII},
  projectpage = {http://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/pubs/compimage2010_mrf.pdf},
  year = {2010}
}

@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://www.cse.buffalo.edu/~jcorso/pubs/tmi2011_lumbar.pdf},
  venue = {TMI},
  volume = {30},
  year = {2011}
}

@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://www.cse.buffalo.edu/~jcorso/pubs/cvpr2009_docs.pdf},
  venue = {CVPR},
  year = {2009}
}

@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://www.cse.buffalo.edu/~jcorso/pubs/inwogu_CVPR2008.pdf},
  venue = {CVPR},
  year = {2008}
}

@inproceedings{NwCoIWCIA2008,
  author = {Nwogu, I. and {\bf Corso},{\bf J. J.}},
  booktitle = {Proceedings of International Workshop on Combinatorial Image Analysis},
  pages = {295--305},
  researcharea = {CV},
  tags = {computer vision, belief propagation, graphical models},
  title = {Labeling Irregular Graphs with Belief Propagation},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/iwcia2008_bp.pdf},
  venue = {IWCIA},
  volume = {LNCS 4958},
  year = {2008}
}

@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,selected,supervoxels},
  researcharea = {MI},
  tags = {medical imaging, graphical models, hierarchical, neuroimaging, braintumor},
  title = {{Efficient Multilevel Brain Tumor Segmentation with Integrated Bayesian Model Classification}},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/jcorso_TMI_braintumor.pdf},
  venue = {TMI},
  volume = {27},
  year = {2008}
}

@article{CoHaVR05,
  author = {{\bf Corso},{\bf J. J.} and Ye, G. and Hager, G. D.},
  journal = {Virtual Reality},
  number = {4},
  pages = {242--252},
  projects = {vbi},
  researcharea = {CV},
  tags = {computer vision, gesture recognition, graphical models, human-computer interaction, grammar},
  title = {{Analysis of Composite Gestures with a Coherent Probabilistic Graphical Model}},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/jcorso_pgm.pdf},
  volume = {8},
  year = {2005}
}