jcorso_fullstripped.bib

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@article{YaXuCaIJCV2019,
  author = {Yan, Y. and Xu, C. and Cai, D. and {\bf Corso}, {\bf J. J.}},
  journal = {International Journal of Computer Vision},
  tags = {computer vision, video understanding, weak supervision, semantic segmentation},
  title = {A Weakly Supervised Multi-task Ranking Framework for Actor-Action Semantic Segmentation},
  year = {2019 (to appear)}
}

@article{SzSuLuTPAMI2020,
  author = {Szeto, R. and Sun, X. and Lu, K. and {\bf Corso}, {\bf J. J.}},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  tags = {computer vision, deep learning, video understanding, video inpainting, video prediction, frame interpolation},
  title = {{A Temporally-Aware Interpolation Network for Video Frame Inpainting}},
  year = {2020 (to appear)}
}

@inproceedings{GrFlCoWACV2020,
  author = {Griffin, B. and Florence, V. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE Winter Conference on Applications of Computer Vision},
  tags = {mobile robotics, visual servo control, computer vision, single-view depth estimation, mobile manipulation},
  title = {Video Object Segmentation-based Visual Servo Control and Object Depth Estimation on a Mobile Robot},
  year = {2020}
}

@inproceedings{ZhPaZhAAAI2020,
  author = {Zhou, L. and Palangi, H. and Zhang, L. and Hu, H. and {\bf Corso}, {\bf J. J.} and Gao, J.},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  tags = {computer vision, pretraining, deep learning, image captioning, vision and language, VQA},
  title = {Unified Vision-Language Pre-Training for Image Captioning and VQA},
  year = {2020}
}

@inproceedings{MiCoICCV2019,
  author = {Min, K. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE International Conference on Computer Vision}},
  tags = {computer vision, video understanding, video saliency, deep learning},
  title = {{TASED}-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection},
  url = {http://openaccess.thecvf.com/content_ICCV_2019/papers/Min_TASED-Net_Temporally-Aggregating_Spatial_Encoder-Decoder_Network_for_Video_Saliency_Detection_ICCV_2019_paper.pdf},
  year = {2019}
}

@inproceedings{HuZhZhBMVC2019,
  author = {Huang, H. and Zhou, L. and Zhang, W. and {\bf Corso}, {\bf J. J.} and Xu, C.},
  booktitle = {Proceedings of the British Machine Vision Conference},
  tags = {computer vision, video understanding, deep learning, activity recognition, object-object interaction},
  title = {Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition},
  url = {https://bmvc2019.org/wp-content/uploads/papers/0524-paper.pdf},
  year = {2019}
}

@inproceedings{GrCoWACV2019,
  author = {Griffin, B. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE Winter Conference on Applications of Computer Vision},
  tags = {computer vision, video object segmentation, video segmentation, video understanding},
  title = {Tukey-Inspired Video Object Segmentation},
  url = {https://arxiv.org/abs/1811.07958},
  year = {2019}
}

@inproceedings{GrCoCVPR2019,
  author = {Griffin, B. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  tags = {computer vision, video understanding, hybrid intelligence, video segmentation, video object segmentation, segmentation},
  title = {{BubbleNets}: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames},
  url = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Griffin_BubbleNets_Learning_to_Select_the_Guidance_Frame_in_Video_Object_CVPR_2019_paper.pdf},
  year = {2019}
}

@inproceedings{ZhKaChCVPR2019,
  author = {Zhou, L. and Kalantidis, Y. and Chen, X. and {\bf Corso}, {\bf J. J.} and Rohrbach, M.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  tags = {computer vision, video to text, vision and language, video understanding},
  title = {Grounded Video Description},
  url = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Zhou_Grounded_Video_Description_CVPR_2019_paper.pdf},
  year = {2019}
}

@inproceedings{TaXuYaCVPR2019,
  author = {Tang, H. and Xu, D. and Yan, Y. and Wang, Y. and {\bf Corso}, {\bf J. J.} and Sebe, N.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  tags = {computer vision, deep learning},
  title = {Multi-Channel Attention Selection {GAN} with Cascaded Semantic Guidance for Cross-View Image Translation},
  url = {http://openaccess.thecvf.com/content_CVPR_2019/papers/Tang_Multi-Channel_Attention_Selection_GAN_With_Cascaded_Semantic_Guidance_for_Cross-View_CVPR_2019_paper.pdf},
  year = {2019}
}

@inproceedings{TaChWaFG2019,
  author = {Tang, H. and Chen, X. and Wang, W. and Xu, D. and {\bf Corso}, {\bf J. J.} and Sebe, N. and Yan, Y.},
  booktitle = {Proceedings of IEEE Conference on Automatic Face and Gesture Recognition},
  tags = {computer vision, attribute, sketch generation},
  title = {Attribute-Guided Sketch Generation},
  url = {https://arxiv.org/abs/1901.09774},
  year = {2019}
}

@inproceedings{SoLeLiIUI2019,
  author = {Song, J. Y. and Lemmer, S. J. and Liu, M. X. and Yan, S. and Kim, J. and {\bf Corso}, {\bf J. J.} and Lasecki, W. S.},
  booktitle = {Proceedings of ACM International Conference on Intelligent User Interfaces},
  tags = {hybrid intelligence, reconstruction, computer vision, particle filters},
  title = {Popup: Reconstructing 3D Video Using Particle Filtering to Aggregate Crowd Responses},
  url = {https://urldefense.proofpoint.com/v2/url?u=https-3A__dl.acm.org_authorize-3FN677509&d=DwMFAg&c=OCIEmEwdEq_aNlsP4fF3gFqSN-E3mlr2t9JcDdfOZag&r=szvacdANzE8GZ0cvVu-zIQ&m=AS-XQTdh1QWWo7YokEqioysAXRXKf2JAdqY6XuxRtLY&s=02k-sZTlrg_DO-nJL7fC58Ov6LSopb1tRzty5wscHiw&e=},
  year = {2019}
}

@techreport{ElCoARXIV2018,
  author = {{El Banani}, M. and {\bf Corso}, {\bf J. J.}},
  codedownload = {https://github.com/mbanani/adviser_networks},
  institution = {ARXIV},
  number = {1802.01666},
  tags = {computer vision, human-in-the-loop, deep learning, viewpoint estimation},
  title = {Adviser Networks: Learning What Question to Ask for Human-In-The-Loop Viewpoint Estimation},
  url = {https://arxiv.org/abs/1802.01666},
  year = {2018}
}

@techreport{HoGaCoARXIV2018,
  author = {Hofesmann, E. and Ganesh, M. R. and {\bf Corso}, {\bf J. J.}},
  codedownload = {https://github.com/MichiganCOG/M-PACT},
  institution = {ARXIV},
  number = {1804.05879},
  tags = {computer vision, video understanding, deep learning, activity recognition},
  title = {{M-PACT}: An Open Source Platform for Repeatable Activity Classification Research},
  url = {https://arxiv.org/abs/1804.05879},
  year = {2018}
}

@techreport{GaHoMiARXIV2018,
  author = {Ganesh, M. R. and Hofesmann, E. and Min, B. and Gafoor, N. and {\bf Corso}, {\bf J. J.}},
  institution = {ARXIV},
  number = {1803.08094},
  tags = {computer vision, video understanding, deep learning, activity recognition},
  title = {T-RECS: Training for Rate-Invariant Embeddings by Controlling Speed for Action Recognition},
  url = {https://arxiv.org/abs/1803.08094},
  year = {2018}
}

@techreport{PaGrKuARXIV2018,
  author = {Patel, S. and Griffin, B. and Kusano, K. and {\bf Corso}, {\bf J. J.}},
  institution = {ARXIV},
  number = {1801.04340},
  tags = {deep learning, action prediction, autonomous driving},
  title = {Predicting Future Lane Changes of Other Highway Vehicles using RNN-based Deep Models},
  url = {https://arxiv.org/abs/1801.04340},
  year = {2018}
}

@techreport{DhBaGrARXIV2018,
  author = {Dhiman, V. and Banerjee, S. and Griffin, B. and Siskind, J. M. and {\bf Corso}, {\bf J. J.}},
  institution = {ARXIV},
  number = {1802.02274},
  tags = {deep reinforcement learning, navigation, robotics},
  title = {A Critical Investigation of Deep Reinforcement Learning for Navigation},
  url = {https://arxiv.org/abs/1802.02274},
  year = {2018}
}

@techreport{VeGrCoARXIV2018,
  author = {Venkataraman, A. and Griffin, B. and {\bf Corso}, {\bf J. J.}},
  institution = {ARXIV},
  number = {1803.11147},
  title = {Learning Kinematic Descriptions using SPARE: Simulated and Physical {AR}ticulated Extendable dataset},
  url = {https://arxiv.org/abs/1803.11147},
  year = {2018}
}

@techreport{SzStRoICLRW2018,
  author = {Szeto, R. and Stent, S. and Ros, G. and {\bf Corso}, {\bf J. J.}},
  codedownload = {https://github.com/rszeto/moving-symbols},
  institution = {ICLR Workshops},
  projectpage = {http://ryanszeto.com/projects/moving-symbols.html},
  title = {A Dataset to Evaluate The Representations Learned by Video Prediction Models},
  url = {https://arxiv.org/abs/1802.08936},
  year = {2018}
}

@inproceedings{ZhLoCoBMVC2018,
  author = {Zhou, L. and Louis, N. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of British Machine Vision Conference},
  tags = {video understanding, video to text, computer vision, object grounding, deep learning},
  title = {Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction},
  url = {http://bmvc2018.org/contents/papers/0070.pdf},
  year = {2018}
}

@inproceedings{SuSzCoACCV2018,
  author = {Sun, X. and Szeto, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Asian Conference on Computer Vision (ACCV)},
  codedownload = {https://github.com/sunxm2357/TAI_video_frame_inpainting},
  projectpage = {http://ryanszeto.com/projects/tai.html},
  tags = {video understanding, deep learning, computer vision, video prediction, inpainting},
  title = {{A Temporally-Aware Interpolation Network for Video Frame Inpainting}},
  url = {https://arxiv.org/abs/1803.07218},
  year = {2018}
}

@inproceedings{ZhZhCoCVPR2018,
  author = {Zhou, L. and Zhou, Y. and {\bf Corso}, {\bf J. J.} and Socher, R. and Xiong, C.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {https://github.com/LuoweiZhou/densecap},
  tags = {video understanding, computer vision, video to text},
  title = {End-to-End Dense Video Captioning with Masked Transformer},
  url = {http://openaccess.thecvf.com/content_cvpr_2018/papers/Zhou_End-to-End_Dense_Video_CVPR_2018_paper.pdf},
  year = {2018}
}

@inproceedings{ZhXuCoAAAI2018,
  author = {Zhou, L. and Xu, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  codedownload = {https://github.com/LuoweiZhou/ProcNets-YouCook2},
  datadownload = {http://youcook2.eecs.umich.edu},
  tags = {video to text, video understanding},
  title = {Towards Automatic Learning of Procedures from Web Instructional Videos},
  url = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17344/16367},
  year = {2018}
}

@inproceedings{ZhXuKoACM2017,
  author = {Zhou, L. and Xu, C. and Koch, P. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the Thematic Workshops of ACM Multimedia},
  tags = {computer vision, video to text, video understanding, video summarization},
  title = {Watch What You Just Said: Image Captioning with Text-Conditional Attention},
  year = {2017}
}

@inproceedings{KeCoICPRAM2018,
  author = {Keane, K. R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods},
  tags = {graphical models, inference},
  title = {The Wrong Tool for Inference --- A Critical View of Gaussian Graphical Models},
  year = {2018}
}

@inproceedings{SzCoICCV2017,
  author = {Szeto, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE International Conference on Computer Vision},
  codedownload = {http://ryanszeto.com/projects/ch-cnn},
  datadownload = {http://ryanszeto.com/projects/ch-cnn},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/szeto_iccv2017_poster.pdf},
  projectpage = {http://ryanszeto.com/projects/ch-cnn},
  tags = {computer vision, viewpoint estimation, human-in-the-loop},
  title = {Click-Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/szeto_clickhere_iccv2017_long.pdf},
  year = {2017}
}

@article{KuDhKoTPAMI2018,
  author = {Kumar, S. and Dhiman, V. and Koch, P. and {\bf Corso}, {\bf J. J.}},
  codedownload = {https://bitbucket.org/surenkum/bimodal_sparse},
  doi = {10.1109/TPAMI.2017.2693987},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  number = {5},
  pages = {1032--1044},
  tags = {artificial intelligence, language grounding, computer vision, cognitive systems},
  title = {Learning Compositional Sparse Bimodal Models},
  volume = {40},
  year = {2018}
}

@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}},
  tags = {computer vision, activity recognition, video understanding, semantic segmentation},
  title = {Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking},
  year = {2017}
}

@article{ChCoPR2017,
  author = {Chen, C. and {\bf Corso}, {\bf J. J.}},
  journal = {Pattern Recognition},
  pages = {15--28},
  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},
  volume = {64},
  year = {2017}
}

@article{SaCoGuTMI2017,
  author = {Sarikaya, D. and {\bf Corso}, {\bf J. J.} and Guru, K. A.},
  journal = {{IEEE Transactions on Medical Imaging}},
  number = {7},
  pages = {1542--1549},
  tags = {deep learning, medical imaging, surgical robotics},
  title = {Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection},
  volume = {36},
  year = {2017}
}

@article{HaYaXuTMM2017,
  author = {Han, T. and Yao, H. and Xu, C. and Sun, X. and Zhang, Y. and {\bf Corso}, {\bf J. J.}},
  journal = {IEEE Transactions on Multimedia},
  number = {4},
  tags = {computer vision, activity recognition, video understanding},
  title = {Dancelets Mining for Video Recommendation Based on Dance Styles},
  volume = {19},
  year = {2017}
}

@article{KoCoARXIV2016,
  author = {Koch, P. and {\bf Corso}, {\bf J. J.}},
  bibsource = {dblp computer science bibliography, http://dblp.org},
  biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/KochC16},
  journal = {CoRR},
  timestamp = {Wed, 07 Jun 2017 14:41:04 +0200},
  title = {Sparse Factorization Layers for Neural Networks with Limited Supervision},
  url = {http://arxiv.org/abs/1612.04468},
  volume = {abs/1612.04468},
  year = {2016}
}

@techreport{KuDhGaARXIV2016,
  author = {Kumar, S. and Dhiman, V. and Ganesh, M. R. and {\bf Corso}, {\bf J. J.}},
  institution = {arXiv},
  number = {1604.03526},
  title = {Spatiotemporal Articulated Models for Dynamic SLAM},
  year = {2016}
}

@article{XuCoIJCV2016,
  author = {Xu, C. and {\bf Corso}, {\bf J. J.}},
  journal = {International Journal of Computer Vision},
  pages = {272--290},
  tags = {segmentation, computer vision, video understanding},
  title = {{LIBSVX}: A Supervoxel Library and Benchmark for Early Video Processing},
  volume = {119},
  year = {2016}
}

@inproceedings{ZhChChSPIE2016,
  author = {Zhao, L. and Chan, D. and Chen, Z. and Wang, X. and Paliwal, N. and Xiang, J. and Meng, H. and {\bf Corso}, {\bf J. J.} and Xu, J.},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging},
  title = {Rapid Virtual Stenting for Intracranial Aneurysms},
  url = {http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2505910},
  year = {2016}
}

@inproceedings{DiGaSeACC2016,
  author = {Ding, W. and Ganesh, M. R. and Severinghaus, R. N. and {\bf Corso}, {\bf J. J.} and Panagou, D.},
  booktitle = {Proceedings of the American Control Conference},
  tags = {control, vision-based control, robotics, tracking},
  title = {Real-Time Model Predictive Control for Keeping a Quadrotor Vehicle on the Camera Field-of-View of a Ground Robot},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ding_ACC2016.pdf},
  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},
  tags = {computer vision, activity recognition, video understanding, semantic segmentation},
  title = {Actor-Action Semantic Segmentation with Grouping-Process Models},
  year = {2016}
}

@inproceedings{DhTrCoCVPR2016,
  author = {Dhiman, V. and Tran, Q.-H. and {\bf Corso}, {\bf J. J.} and Chandraker, M.},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  tags = {computer vision, autonomous driving, tracking, video understanding},
  title = {A Continuous Occlusion Model for Road Scene Understanding},
  year = {2016}
}

@incollection{ZhPeFi2015,
  author = {Zhao, L. and Peng, Z. and Finkler, K. and Jerebko, A. and {\bf Corso}, {\bf J. J.} and Zhou, X. S.},
  booktitle = {Patch-Based Techniques in Medical Imaging (LNCS 9467)},
  pages = {71--78},
  publisher = {Springer International Publishing},
  tags = {medical imaging},
  title = {Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/zhao_patchbased_2015.pdf},
  year = {2015}
}

@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},
  publisher = {IEEE},
  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},
  volume = {34},
  year = {2015}
}

@article{KuAhHaASMEDSCM2015,
  author = {Kumar, S. and Ahmidi, N. and Hager, G. and Singhal, P. and {\bf Corso}, {\bf J. J.} and Krovi, V.},
  journal = {ASME Dynamics Systems and Control Magazine},
  number = {3},
  pages = {7--10},
  projectpage = {surgrobots},
  tags = {surgical robotics},
  title = {Surgical Performance Assessment},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/Krovi_SurgRob_SpIssue_DSC_Magazine_September2015.pdf},
  volume = {3},
  year = {2015}
}

@inproceedings{GrScFoFUSION2014,
  author = {Gross, G. A. and Schlegel, D. R. and {\bf Corso}, {\bf J. J.} and Llinas, J. and Nagi, R. and Shapiro, S. C.},
  booktitle = {Proceedings of International Conference on Information Fusion},
  tags = {information fusion},
  title = {Systemic Test and Evaluation of a Hard+Soft Information Fusion Framework: Challenges and Current Approaches},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/gross_FUSION_2014.pdf},
  year = {2014}
}

@article{JoXiCoTKDE2016,
  author = {Johnson, D. M. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  doi = {http://dx.doi.org/10.1109/TKDE.2015.2507130},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  number = {4},
  pages = {1035--1046},
  tags = {data mining, machine learning, metric learning, semi-supervised},
  title = {Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/johnson_tkde_preprint.pdf},
  volume = {28},
  year = {2016},
  bdsk-url-2 = {http://dx.doi.org/10.1109/TKDE.2015.2507130}
}

@inproceedings{ChCoICCV2015,
  author = {Chen, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE International Conference on Computer Vision}},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICCV2015_implicitmotion_poster.pdf},
  tags = {computer vision, activity recognition, video understanding, action detection},
  title = {Action Detection by Implicit Intentional Motion Clustering},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICCV2015_implicitmotion.pdf},
  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},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/xu_corso_CVPR2015_A2D_poster.pdf},
  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},
  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}},
  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},
  year = {2015}
}

@inproceedings{XuXiChAAAI2015,
  author = {Xu, R. and Xiong, C. and Chen, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  tags = {computer vision, natural language, video summarization, video understanding, video to text, deep learning},
  title = {Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/xu_corso_AAAI2015_v2t.pdf},
  year = {2015}
}

@inproceedings{BaBaChECCV2014,
  author = {Barbu, A. and Barrett, D. and Chen, W. and Siddharth, N. and Xiong, C. and {\bf Corso}, {\bf J. J.} and Fellbaum, C. D. and Hanson, C. and Hanson, S. J. and H{\'e}lie, S. and Malaia, E. and Pearlmutter, B. A. and Siskind, J. M. and Talavage, T. M. and Wilbur, R. B.},
  booktitle = {Proceedings of European Conference on Computer Vision},
  tags = {computer vision, activity recognition, video understanding, medical imaging, neuroimaging},
  title = {Seeing is Worse than Believing: Reading People's Minds Better Than Computer-Vision Methods Recognize Actions},
  url = {ftp://ftp.ecn.purdue.edu/qobi/eccv2014.pdf},
  year = {2014}
}

@inproceedings{XiMcCoAAAI2014,
  author = {Xiong, C. and McCloskey, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  tags = {data mining, machine learning, domain adaptation},
  title = {Latent Domains for Visual Domain Adaptation},
  year = {2014}
}

@inproceedings{KuDhCoAAAI2014,
  author = {Kumar, S. and Dhiman, V. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  codedownload = {https://bitbucket.org/surenkum/bimodal_sparse},
  tags = {artificial intelligence, language grounding, computer vision, cognitive systems},
  title = {Learning Compositional Sparse Models of Bimodal Percepts},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/aaai2014_kumar_final.pdf},
  year = {2014}
}

@inproceedings{ChXiXuCVPR2014,
  author = {Chen, W. and Xiong, C. and Xu, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/r/files/actionness_code_v1.tar.bz},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2014_actionness_poster.pdf},
  tags = {computer vision, activity recognition, video understanding},
  title = {Actionness Ranking with Lattice Conditional Ordinal Random Fields},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2014_actionness.pdf},
  year = {2014}
}

@article{XiJoCoTPAMI2017,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  note = {Original Version: ArXiv 1402.1783},
  number = {1},
  pages = {5--17},
  tags = {data mining, machine learning},
  title = {Active Clustering with Model-Based Uncertainty Reduction},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_TPAMI_ace.pdf},
  volume = {39},
  year = {2017}
}

@inproceedings{KuNaSiICRA2014,
  author = {Kumar, S. and Narayanan, M. S. and Singhal, P. and {\bf Corso}, {\bf J. J.} and Krovi, V.},
  booktitle = {Proceedings of IEEE International Conference on Robotics and Automation},
  tags = {surgical robotics, video understanding, tracking},
  title = {Surgical Tool Attributes from Monocular Video},
  year = {2014}
}

@inproceedings{DhKuDeICRA2014,
  author = {Dhiman, V. and Kundu, A. and Dellaert, F. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Robotics and Automation},
  codedownload = {https://github.com/wecacuee/modern-occupancy-grid},
  tags = {localization, mobile robotics, slam},
  title = {Modern {MAP} Inference Methods for Accurate and Faster Occupancy Grid Mapping on Higher Order Factor Graphs},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/dhiman_ICRA2014_modernmap.pdf},
  year = {2014}
}

@inproceedings{XiChChSDM2014,
  author = {Xiong, C. and Chen, W. and Chen, G. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of {SIAM} International Conference on Data Mining},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/AQH.zip},
  tags = {data mining, machine learning},
  title = {Adaptive Quantization: An Information-Based Approach to Learning Binary Codes},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_SDM2014_adahash.pdf},
  year = {2014}
}

@article{XuDoHaIJSC2014,
  author = {Xu, C. and Doell, R. F. and Hanson, S. J. and Hanson, C. and {\bf Corso}, {\bf J. J}},
  journal = {International Journal of Semantic Computing},
  note = {Selected as a Best Paper from ICSC; an earlier version appeared as arXiv:1311.3318.},
  tags = {visual psychophysics, computer vision, video understanding, supervoxel},
  title = {A Study of Actor and Action Semantic Retention in Video Supervoxel Segmentation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_IJSC2013_SVXHuman.pdf},
  year = {2014}
}

@techreport{BaSiXiARXIV2013,
  author = {Barbu, A. and Siddharth, N. and Xiong, C. and {\bf Corso}, {\bf J. J.} and Fellbaum, C. D. and Hanson, C. and Hanson, S. J. and H{\'e}lie, S. and Malaia, E. and Pearlmutter, B. A. and Siskind, J. M. and Talavage, T. M. and Wilbur, R. B.},
  institution = {arXiv},
  number = {1306.2293},
  tags = {activity recognition, video understanding, natural language, neuroimaging},
  title = {The Compositional Natural of Verb and Argument Representations in the Human Brain},
  url = {http://arxiv.org/pdf/1306.2293v1},
  year = {2013}
}

@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},
  journal = {Image and Vision Computing},
  number = {11},
  pages = {841--852},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  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},
  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},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_iccv2013_hieflat_poster.pdf},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/supervoxels},
  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},
  video = {http://youtu.be/BIPLRljS0d8},
  year = {2013}
}

@article{AgKuRyTMECH2014,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  journal = {IEEE/ASME Transactions on Mechatronics},
  number = {4},
  pages = {1412--1423},
  tags = {computer vision, human pose estimation, video understanding, tracking},
  title = {Estimating Dynamics On-The-Fly Using Monocular Video for Vision-Based Robotics},
  url = {http://dx.doi.org/10.1109/TMECH.2013.2284235},
  volume = {19},
  year = {2014}
}

@techreport{DeCoBaTR2013,
  author = {Delmerico, J. A. and {\bf Corso}, {\bf J. J.} and Baran, D. and David, P.},
  institution = {Army Research Laboratory},
  number = {ARL-TR-6381},
  title = {Towards Autonmous Multi-floor Exploration: Ascending Stairway Localization and Modeling},
  year = {2013}
}

@inproceedings{AlCoChMICCAIW2013,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  booktitle = {{Proceedings of Medical Image Computing and Computer Aided Intervention Workshop on Computational Spine Imaging}},
  tags = {medical imaging, spine imaging},
  title = {Lumbar Spine Disc Herniation Diagnosis with a Joint Shape Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/alomari_miccaiw2013.pdf},
  year = {2013}
}

@inproceedings{XuDoHaICSC2013,
  author = {Xu, C. and Doell, R. F. and Hanson, S. J. and Hanson, C. and {\bf Corso}, {\bf J. J}},
  booktitle = {Proceedings of IEEE International Conference on Semantic Computing},
  tags = {visual psychophysics, computer vision, video understanding, supervoxel},
  title = {Are Actor and Action Semantics Retained in Video Supervoxel Segmentation?},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_icsc2013_SVXhumanstudy.pdf},
  year = {2013}
}

@article{OhMcKiMVA2014,
  author = {Oh, S. and McCloskey, S. and Kim, I. and Vahdat, A. and Cannons, K. and Hajimirsadeghi, H. and Mori, G. and Perera, A. G. A. and Pandey, M. and {\bf Corso}, {\bf J. J.}},
  journal = {Machine Vision and Applications},
  pages = {49--69},
  tags = {computer vision, video understanding, event recognition, fusion, multimedia},
  title = {Multimedia Event Detection with Multimodal Feature Fusion and Temporal Concept Localization},
  url = {http://link.springer.com/article/10.1007%2Fs00138-013-0525-x},
  volume = {25},
  year = {2014}
}

@article{WuChZhIJCARS2014,
  author = {Wu, W. and Chen, A. Y. C. and Zhao, L. and {\bf Corso}, {\bf J. J.}},
  journal = {International Journal of Computer Aided Radiology and Surgery},
  number = {2},
  pages = {241--253},
  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},
  volume = {9},
  year = {2014}
}

@inproceedings{DhRyCoIROS2013,
  author = {Dhiman, V. and Ryde, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Intelligent Robots and Systems},
  codedownload = {https://github.com/wecacuee/mutual_localization},
  slides = {http://www.acsu.buffalo.edu/~vikasdhi/mutloc/presentation.html},
  tags = {localization, mobile robotics, slam},
  title = {Mutual Localization: Two Camera Relative 6-DOF Pose Estimation from Reciprocal Fiducial Observation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/vdhiman_iros2013_mutloc.pdf},
  year = {2013}
}

@inproceedings{KuNaSiCASE2013,
  author = {Kumar, S. and Narayanan, M. and Singhal, P. and {\bf Corso}, {\bf J. J.} and Krovi, V.},
  booktitle = {IEEE Conference on Automation Science and Engineering},
  tags = {medical imaging, surgical robotics, tracking, video understanding},
  title = {Product of Tracking Experts for Surgical Tool Visual Tracking},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/kumar_case2013.pdf},
  year = {2013}
}

@inproceedings{ZhWuCoMICCAI2013,
  author = {Zhao, L. and Wu, W. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Medical Image Computing and Computer Aided Intervention},
  tags = {medical imaging, graphical models, neuroimaging, braintumor},
  title = {Semi-Automatic Brain Tumor Segmentation by Constrained {MRFs} using Structural Trajectories},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/lzhao_miccai2013_structraj.pdf},
  year = {2013}
}

@inproceedings{XiJoCoAAAI2013,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track)},
  tags = {data mining, machine learning, spectral clustering, active clustering, graph-based},
  title = {Uncertainty Reduction For Active Image Clustering via a Hybrid Global-Local Uncertainty Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_AAAI2013_LBP_aic.pdf},
  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},
  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},
  year = {2013}
}

@inproceedings{DaXuDoCVPR2013,
  author = {Das, P. and Xu, C. and Doell, R. F. 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/youcook},
  poster = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2013_dpmtm_poster.pdf},
  tags = {computer vision, natural language, object detection, ontology, video summarization, video understanding, video to text},
  title = {A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2013_dpmtm.pdf},
  year = {2013}
}

@inproceedings{CoGaFoDH2013,
  author = {Coffee, N. and Gawley, J. and Forstall, C. W. and Scheirer, W. J. and Johnson, D. and {\bf Corso}, {\bf J. J.} and Parks, B.},
  booktitle = {Proceedings of Digital Humanities},
  tags = {active clustering, data mining, machine learning, natural language, digitial humanities},
  title = {Modelling the Interpretation of Literary Allusion with Machine Learning Techniques},
  year = {2013}
}

@inproceedings{DeCoBaIROS2012,
  author = {Delmerico, J. A. and {\bf Corso}, {\bf J. J.} and Baran, D. and David, P. and Ryde, J.},
  booktitle = {Proceedings of IEEE/RSJ Intelligent Robots and Systems (Video Proceedings)},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  tags = {mobile robotics, computer vision, localization, navigation, mapping},
  title = {Ascending Stairway Modeling: A First Step Toward Autonomous Multi-Floor Exploration},
  video = {http://www.youtube.com/watch?v=fGkA7srkgs8},
  year = {2012}
}

@inproceedings{DeBaDaICRA2013,
  author = {Delmerico, J. A. and Baran, D. and David, P. and Ryde, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE International Conference on Robotics and Automation},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  tags = {mobile robotics, computer vision, localization, navigation, mapping},
  title = {Ascending Stairway Modeling from Dense Depth Imagery for Traversability Analysis},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/delmerico_ICRA2013_stairs.pdf},
  year = {2013}
}

@inproceedings{DaSrCoWSDM2013,
  author = {Das, P. and Srihari, R. K. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Sixth ACM International Conference on Web Search and Data Mining},
  tags = {computer vision, natural language, multimedia, video understanding, video summarization, machine learning, video to text},
  title = {Translating Related Words to Videos and Back through Latent Topics},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wsdm13-das-final.pdf},
  year = {2013}
}

@article{MiCoNC2013,
  author = {Miao, Y. and {\bf Corso}, {\bf J. J.}},
  journal = {Journal of Neurocomputing},
  note = {Early version appears as arXiv.org tech report 1108.3525v1.},
  pages = {226--234},
  tags = {image processing, computer vision, feature extraction, object detection, face detection},
  title = {Hamiltonian Streamline Guided Feature Extraction with Application to Face Detection},
  url = {http://dx.doi.org/10.1016/j.neucom.2012.12.052},
  volume = {120},
  year = {2013}
}

@inproceedings{KeCoICMLA2012,
  author = {Keane, K. R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of 11th International Conference on Machine Learning and Applications},
  tags = {computational finance, machine learning, dynamic linear models},
  title = {Maintaining Prior Distributions Across Evolving Eigenspaces: An Application to Portfolio Construction},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/keane_ICMLA2012.pdf},
  year = {2012}
}

@inproceedings{RyCoIROS2012,
  author = {Ryde, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Intelligent Robots and Systems},
  codedownload = {https://code.launchpad.net/mrol},
  tags = {mobile robotics, slam, voxel maps, mapping},
  title = {Fast Voxel Maps with Counting Bloom Filters},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ryde_IROS2012_bloom.pdf},
  year = {2012}
}

@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},
  projectpage = {http://bit.ly/OxM7So},
  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},
  year = {2012}
}

@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)},
  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},
  year = {2012}
}

@inproceedings{XiJoCoECDM2012b,
  author = {Xiong, C. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Data Mining},
  note = {{\bf Winner of Best Paper Award at ECDM 2012.}},
  tags = {data mining, machine learning, max-margin, metric learning},
  title = {Efficient Max-Margin Metric Learning},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ECDM2012_maxmargin.pdf},
  year = {2012}
}

@inproceedings{XiJoCoECDM2012,
  author = {Xiong, C. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Data Mining},
  tags = {data mining, machine learning, spectral clustering, active clustering, graph-based},
  title = {Spectral Active Clustering via Purification of the $k$-Nearest Neighbor Graph},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ECDM2012_activeclustering.pdf},
  year = {2012}
}

@inproceedings{AgKuRyISVC2012,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  booktitle = {Proceedings of International Symposium on Visual Computing},
  tags = {computer vision, human pose estimation, video understanding},
  title = {An Optimization Based Framework for Human Pose Estimation in Monocular Videos},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/pagarwalISVC2012_pose.pdf},
  year = {2012}
}

@inproceedings{BuCoAMCIS2012,
  author = {Bustamante, M. A. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the Eighteenth Americas Conference on Information Systems},
  tags = {computer vision, artificial intelligence, probabilistic ontology, video understanding, activity recognition, event recognition},
  title = {Using Probabilistic Ontologies for Video Exploration},
  year = {2012}
}

@inproceedings{XiJoXuKDD2012,
  author = {Xiong, C. and Johnson, D. and Xu, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/RFD_Package.zip},
  slides = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_KDD2012_rfd.ppsx},
  tags = {data mining, machine learning, metric learning, random forest},
  title = {Random Forests for Metric Learning with Implicit Pairwise Position Dependence},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/xiong_KDD2012.pdf},
  year = {2012}
}

@inproceedings{XuAgKuAMDO2012,
  author = {Xu, R. and Agarwal, P. and Kumar, S. and Krovi, V. N. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of VII Conference on Articulated Motion and Deformable Objects},
  slides = {http://web.eecs.umich.edu/~jjcorso/pubs/rxu_AMDO2012_slides.pdf},
  tags = {computer vision, activity recognition, human pose estimation, video understanding},
  title = {Combining Skeletal Pose with Local Motion for Human Activity Recognition},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_AMDO2012.pdf},
  year = {2012}
}

@inproceedings{ChXiCoICIP2012,
  author = {Chen, G. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE International Conference on Image Processing},
  tags = {image processing, image denoising, domain adaptation, dictionary transfer},
  title = {Dictionary Transfer for Image Denoising via Domain Adaptation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_ICIP2012.pdf},
  year = {2012}
}

@inproceedings{AgKuRyRSS2012,
  author = {Agarwal, P. and Kumar, S. and Ryde, J. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  booktitle = {Proceedings of Robotics Science and Systems},
  tags = {computer vision, human pose estimation, video understanding},
  title = {Estimating Human Dynamics On-the-fly Using Monocular Video for Pose Estimation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/agarwal_RSS2012.pdf},
  year = {2012}
}

@inproceedings{SaCoCVPR2012,
  author = {Sadanand, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/extdelivery/actionbank_v1_0.tar.bz},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/actionbank/},
  tags = {computer vision, activity recognition, video understanding},
  title = {Action Bank: A High-Level Representation of Activity in Video},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_CVPR2012_actionbank.pdf},
  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},
  projectpage = {http://bit.ly/OxM7So},
  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},
  year = {2012}
}

@inproceedings{KeCoICPRAM2012,
  author = {Keane, K. R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Pattern Recognition Applications and Methods},
  tags = {dynamic linear models, computational finance, machine learning},
  title = {Dynamically Mixing Dynamic Linear Models with Applications in Finance},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/krkeane_icpram2012.pdf},
  year = {2012}
}

@techreport{LeCoARXIV2011,
  author = {Lea, C. S. and {\bf Corso}, {\bf J. J.}},
  institution = {arXiv},
  month = {November},
  number = {1111.1599v1},
  tags = {computer vision, mobile robotics, graphical models, mrf, hierarchical, object detection},
  title = {Efficient Hierarchical Markov Random Fields for Object Detection on a Mobile Robot},
  year = {2011}
}

@inproceedings{PeOhLeTRECVID2011,
  author = {Perera, A. and Oh, S. and Leotta, M. and Kim, I. and Byun, B. and Lee, C.-H. and McCloskey, S. and Liu, J. and Miller, B. and Huang, Z. F. and Vahdat, A. and Yang, W. and Mori, G. and Tang, K. and Koller, D. and Fei-Fei, L. and Li, K. and Chen, G. and {\bf Corso}, {\bf J. J.} and Fu, Y. and Srihari, R. K.},
  booktitle = {NIST TRECVID Workshop},
  tags = {computer vision, multimedia, fusion, event recognition},
  title = {{GENIE TRECVID2011} Multimedia Event Detection: Late-Fusion Approaches to Combine Multiple Audio-Visual Features},
  year = {2011}
}

@techreport{MiCoARXIV2011,
  author = {Miao, Y. and {\bf Corso}, {\bf J. J.}},
  institution = {arXiv},
  month = {August},
  number = {1108.3525v1},
  tags = {image processing, computer vision, feature extraction, object detection},
  title = {Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection},
  year = {2011}
}

@article{CoPRL2013,
  author = {{\bf Corso}, {\bf J. J.}},
  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},
  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},
  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},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/gbs/},
  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},
  year = {2011}
}

@inproceedings{AgKuCoDSCC2011,
  author = {Agarwal, P. and Kumar, S. and {\bf Corso}, {\bf J. J.} and Krovi, V. N.},
  booktitle = {Proceedings of 4th Annual Dynamic Systems and Control Conference},
  tags = {computer vision, video understanding, motion estimation},
  title = {Estimating Dynamics On-The-Fly Using Monocular Video},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/dscc2011.pdf},
  year = {2011}
}

@inproceedings{TaSrKaIWCF2010,
  author = {Tang, Y. and Srihari, S. and Kasiviswanathan, H. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Workshop on Computational Forensics},
  tags = {image processing, computer forensics},
  title = {Footwear Print Retrieval System for Real Crime Scene Marks},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/iwcf2010_shoeprint.pdf},
  year = {2010}
}

@inproceedings{ChCoWNYIPW2010,
  author = {Chen, A. Y. C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Western New York Image Processing Workshop},
  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},
  year = {2010}
}

@inproceedings{DeCoDaWNYIPW2010,
  author = {Delmerico, J. A. and {\bf Corso}, {\bf J. J.} and David, P.},
  booktitle = {Proceedings of Western New York Image Processing Workshop},
  tags = {computer vision, mobile robotics, facade detection, stereo},
  title = {Boosting with Stereo Features for Building Facade Detection on Mobile Platforms},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wnyipw2010_stereo.pdf},
  year = {2010}
}

@inproceedings{ScChXiWACV2011,
  author = {Schlegel, D. R. and Chen, A. Y. C. and Xiong, C. and Delmerico, J. A. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of IEEE Winter Vision Meetings: Workshop on Applications of Computer Vision (WACV)},
  tags = {computer vision, human-computer interaction},
  title = {{AirTouch}: Interacting with Computer Systems At A Distance},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/wacv2011_airtouch.pdf},
  year = {2011}
}

@inproceedings{GaXiCoSPIE2011,
  author = {Gagneja, D. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging, neuroimaging, graphical models},
  title = {Towards a Parts-Based Approach to Sub-Cortical Brain Structure Parsing},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/spie2011_neuroparts.pdf},
  year = {2011}
}

@inproceedings{CeCoFuSTIDS2010,
  author = {Ceusters, W. and {\bf Corso}, {\bf J. J.} and Fu, Y. and Petropoulos, M. and Krovi, V.},
  booktitle = {Proceedings of the 5th International Conference on Semantic Technologies for Intelligence, Defense and Security (STIDS)},
  tags = {artificial intelligence, ontology, activity recognition},
  title = {Introducing Ontological Realism for Semi-Supervised Detection and Annotation of Operationally Significant Activity in Surveillance Videos.},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/stids2010_istare_withresponses.pdf},
  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},
  projectpage = {http://web.eecs.umich.edu/~jjcorso/r/labelprop.html},
  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},
  year = {2011}
}

@article{AlCoChIJCARS2011,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  journal = {International Journal of Computer Aided Radiology and Surgery},
  number = {1},
  pages = {119--126},
  tags = {medical imaging, spine imaging, computer-aided diagnosis},
  title = {Toward a Clinical Lumbar {CAD}: Herniation Diagnosis},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/alomari_ijcars2011.pdf},
  volume = {6},
  year = {2011}
}

@inproceedings{AlCoChCARS2010,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  booktitle = {Proceedings of the 24th International Conference on Computer Aided Diagnosis and Surgery (CARS '10)},
  tags = {medical imaging, computer-aided diagnosis, spine imaging},
  title = {Lumbar Disc Herniation CAD with a {GVF}-snake Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/alomari_cars2010.pdf},
  year = {2010}
}

@inproceedings{MaCoSeICPR2010,
  author = {Malgireddy, M. R. and {\bf Corso}, {\bf J. J.} and Setlur, S. and Govindaraju, V. and Mandalapu, D.},
  booktitle = {Proceedings of the 20th International Conference on Pattern Recognition},
  tags = {computer vision, gesture recognition, human-computer interaction},
  title = {A Framework for Hand Gesture Recognition and Spotting Using Sub-gesture Modeling},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/icpr2010_gestures.pdf},
  year = {2010}
}

@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},
  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},
  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},
  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}
}

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

@article{NoWaXuCMPB2010,
  author = {No{\"e}l, P. B. and Walczak, A. and Xu, J. and {\bf Corso}, {\bf J. J.} and Hoffmann, K. R. and Schafer, S.},
  journal = {Computer Methods and Programs in Biomedicine},
  number = {3},
  pages = {271--277},
  tags = {medical imaging, tomographic reconstruction, gpu},
  title = {{GPU}-based Cone Beam Computed Tomography},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cmpb2010_gpucbct.pdf},
  volume = {98},
  year = {2010}
}

@inproceedings{NoXuHoASCG2009,
  author = {No{\"e}l, P. and Xu, J. and Hoffmann, K. R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of the 25th Annual Symposium on Computational Geometry},
  tags = {medical imaging, tomographic reconstruction},
  title = {Geometric tomography: a limited-view approach for computed tomography},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ascg2009-peter.pdf},
  year = {2009}
}

@inproceedings{AlCoChSPIE2010,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging, computer-aided diagnosis, spine imaging},
  title = {Automatic diagnosis of lumbar disc herniation using shape and appearance features from MRI},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/alomari_spie2010.pdf},
  year = {2010}
}

@article{AlCoChIJCARS2010,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  journal = {International Journal of Computer Aided Radiology and Surgery},
  number = {3},
  pages = {287--293},
  tags = {medical imaging, spine imaging, computer-aided diagnosis},
  title = {Computer-aided Diagnosis of Lumbar Disc Pathology from Clinical Lower Spine {MRI}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/alomari_ijcars2010.pdf},
  volume = {5},
  year = {2010}
}

@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},
  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},
  volume = {LNCS 5762},
  year = {2009}
}

@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},
  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},
  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},
  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},
  year = {2009}
}

@inproceedings{AlCoChISBI2009,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  booktitle = {Proceedings of 2009 IEEE International Symposium on Biomedical Imaging},
  tags = {medical imaging, spine imaging, computer-aided diagnosis},
  title = {Desiccation Diagnosis in Lumbar Discs from Clinical MRI with a Probabilistic Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/isbi2009_lumbar.pdf},
  year = {2009}
}

@inproceedings{AlCoChCARS2009,
  author = {Alomari, R. S. and {\bf Corso}, {\bf J. J.} and Chaudhary, V. and Dhillon, G.},
  booktitle = {Proceedings of 23rd International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS 2009)},
  tags = {medical imaging, spine imaging, computer-aided diagnosis},
  title = {Abnormality Detection in Lumbar Discs from Clinical MR Images with a Probabilistic Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cars2009_abnormality.pdf},
  year = {2009}
}

@article{CoHaCVIU2009,
  author = {{\bf Corso},{\bf J. J.} and Hager, G. D.},
  journal = {{Computer Vision and Image Understanding}},
  pages = {446--458},
  tags = {computer vision, feature extraction, image retrieval},
  title = {{Image Description with Features that Summarize}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cviu2009_regions.pdf},
  volume = {113},
  year = {2009}
}

@inproceedings{SeSmCoSPIE2009,
  author = {Seshamani, S. and Smith, M. D. and {\bf Corso}, {\bf J. J.} and Filipovich, M. O. and Natarajan, A. and Hager, G. D.},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging, mosaicking, endoscopy},
  title = {{Direct Global Adjustment Methods for Endoscopic Mosaicking}},
  year = {2009}
}

@inproceedings{NoCoXuSPIE2009,
  author = {No{\"e}l, P. B. and {\bf Corso}, {\bf J. J.} and Xu, J. and Hoffmann, K. R. and Schafer, S. and Walczak, A.},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging, tomographic reconstruction},
  title = {{Reconstruction from a Flexible Number of Projections in Cone-Beam Computed Tomography via Active Shape Models}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/spiemi2009_reconstruction.pdf},
  year = {2009}
}

@inproceedings{NoXuHoSPIE2009,
  author = {No{\"e}l, P. B. and Xu, J. and Hoffmann, K. R. and {\bf Corso}, {\bf J. J.} and Schafer, S. and Walczak, A.},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  tags = {medical imaging, tomographic reconstruction},
  title = {{High Contrast Artifact Reduction in Cone Beam Computed Tomography by Using Geometric Techniques}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/spiemi2009_artifact.pdf},
  year = {2009}
}

@inproceedings{HoCoSPIE2009,
  author = {Hoeflich, C. S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of SPIE Conference on Medical Imaging},
  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},
  year = {2009}
}

@techreport{GiCoTR2008,
  author = {Girgis, H. and {\bf Corso}, {\bf J. J.}},
  institution = {University at Buffalo SUNY},
  number = {2008-16},
  tags = {bioinformatics, machine learning, protein structure prediction},
  title = {{STP: The Sample-Train-Predict Algorithm and Its Application to Protein Structure Meta-Selection}},
  year = {2008}
}

@inproceedings{NoWaHoHPMICCAI2008,
  author = {No{\"e}l, P. B. and Walczak, A. and Hoffmann, K. R. and Xu, J. and {\bf Corso}, {\bf J. J.} and Schafer, S.},
  booktitle = {Proceedings of High-Performance Medical Image Computing and Computer-Aided Intervention (HP-MICCAI)},
  tags = {medical imaging, gpu, tomographic reconstruction, evaluation},
  title = {{Clinical Evaluation of GPU-Based Cone Beam Computed Tomography}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/hpmiccai2008_gpucbct.pdf},
  year = {2008}
}

@inproceedings{LiTuFaICPR2008,
  author = {Li, J. and Tulyakov, S. and Farooq, F. and {\bf Corso},{\bf J. J.} and Govindaraju, V.},
  booktitle = {Proceedings of International Conference on Pattern Recognition},
  tags = {computer vision, biometrics},
  title = {Integrating minutiae based fingerprint matching with local mutual information},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/icpr2008_fingerprint.pdf},
  year = {2008}
}

@inproceedings{ChCoWaICPR2008,
  author = {Chen, A. Y. C. and {\bf Corso},{\bf J. J.} and Wang, L.},
  booktitle = {Proceedings of International Conference on Pattern Recognition},
  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},
  year = {2008}
}

@techreport{NwCoBiTR2008,
  author = {Nwogu, I. and {\bf Corso},{\bf J. J.} and Bittner, T.},
  institution = {University at Buffalo SUNY},
  number = {2008-09},
  tags = {computer vision, artificial intelligence, ontology, lung imaging},
  title = {The Design of an Ontology-Enhanced Anatomy Labeler},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/inwogu_ontology2008.pdf},
  year = {2008}
}

@inproceedings{NwCoMICCAI2008,
  author = {Nwogu, I. and {\bf Corso},{\bf J. J.}},
  booktitle = {Proceedings of Medical Image Computing and Computer Aided Intervention (MICCAI)},
  pages = {612--619},
  tags = {medical imaging, biomarkers, lung imaging, computer-aided diagnosis},
  title = {Exploratory Identification of Image-Based Bio-markers for Solid Mass Pulmonary Tumors},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/inwogu_MICCAI2008.pdf},
  volume = {LNCS 5241, Part 1},
  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},
  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},
  volume = {LNCS 5241 Part 1},
  year = {2008}
}

@article{CoYeBuCOMP2008,
  author = {{\bf Corso},{\bf J. J.} and Ye, G. and Burschka, D. and Hager, G. D.},
  journal = {IEEE Computer},
  number = {5},
  pages = {48--55},
  tags = {computer vision, human-computer interaction},
  title = {{A Practical Paradigm and Platform for Video-Based Human-Computer Interaction}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/IEEEComputer2008_VICS.pdf},
  volume = {42},
  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/},
  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},
  year = {2008}
}

@inproceedings{CoCVPR2008,
  author = {{\bf Corso},{\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  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},
  year = {2008}
}

@inproceedings{NwCoCVPR2008,
  author = {Nwogu, I. and {\bf Corso},{\bf J. J.}},
  booktitle = {{Proceedings of IEEE Conference on Computer Vision and Pattern Recognition}},
  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},
  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},
  tags = {computer vision, mrf, hierarchical},
  title = {{MRF Labeling with a Graph-Shifts Algorithm}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso_IWCIA2008.pdf},
  volume = {LNCS 4958},
  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},
  tags = {computer vision, belief propagation, graphical models},
  title = {Labeling Irregular Graphs with Belief Propagation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/iwcia2008_bp.pdf},
  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},
  tags = {medical imaging, braintumor, hierarchical, segmentation},
  title = {{Hierarchical Segmentation of Malignant Gliomas Via Integrated Contextual Filter Response}},
  year = {2008}
}

@inbook{DuCoClBOOK2007,
  author = {Dube, S. and {\bf Corso},{\bf J. J.} and Cloughesy, T. F. and El-Saden, S. and Yuille, A. and Sinha, U.},
  chapter = {Automated MR Image Processing and Analysis of Malignant Brain Tumors: Enabling Technology for Data Mining},
  publisher = {American Institute of Physics},
  tags = {medical imaging, data mining, braintumor, neuroimaging},
  title = {Data Mining Systems Analysis and Optimization in Biomedicine},
  year = {2007}
}

@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)}},
  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},
  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},
  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},
  volume = {27},
  year = {2008}
}

@inproceedings{ArCoBuNSF2007,
  author = {Arnold, C. and {\bf Corso}, {\bf J. J.} and Bui, A.},
  booktitle = {{NSF Biomedical Informatics Workshop: Expanding Secondary Use of Health Data}},
  tags = {medical imaging},
  title = {{An Unsupervised Approach to Automatic Image Annotation}},
  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},
  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},
  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},
  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},
  volume = 2,
  year = {2006}
}

@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},
  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},
  volume = {2},
  year = {2005}
}

@phdthesis{CoJHU2005,
  author = {{\bf Corso},{\bf J. J.}},
  department = {{Computer Science}},
  school = {{The Johns Hopkins University}},
  tags = {computer vision, gesture recognition, video understanding},
  title = {{Techniques for Vision-Based Human-Computer Interaction}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorso.phd2005.compressed.pdf},
  year = {2005},
  bdsk-url-2 = {jcorso.phd2005.compressed.pdf}
}

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

@techreport{BuYeCoHaTR2005,
  area = {vision},
  author = {Burschka, D. and Ye, G. and {\bf Corso},{\bf J. J.} and Hager, G. D.},
  fundingagency = {NSF},
  institution = {The Johns Hopkins University},
  note = {CIRL Lab Technical Report CIRL-TR-05-01},
  tags = {computer vision, human-computer interaction, gesture recognition},
  title = {{A Practical Approach for Integrating Vision-Based Methods into Interactive 2D/3D Applicationsa}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/BuYeCoHaTR2005.pdf},
  year = 2005
}

@incollection{CoLINK04,
  author = {{\bf Corso},{\bf J. J.}},
  booktitle = {{Research Papers of the Link Foundation Fellows}},
  editor = {Thompson, B. J.},
  note = {Invited Report for Link Foundation Fellowship},
  publisher = {{University of Rochester Press}},
  tags = {computer vision, gesture recognition, human-computer interaction},
  title = {{Vision-Based Techniques for Dynamic, Collaborative Mixed-Realities}},
  volume = {4},
  year = {2004}
}

@inbook{YeCoHaHCIBOOK2005,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Hager, G. D.},
  chapter = {{7: Visual Modeling of Dynamic Gestures Using 3D Appearance and Motion Features}},
  editor = {Kisacanin, B. and Pavlovic, V. and Huang, T. S.},
  pages = {103-120},
  publisher = {{Springer-Verlag}},
  tags = {computer vision, human-computer interaction, gesture recognition, video understanding},
  title = {{Real-Time Vision for Human-Computer Interaction}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/rtv4hcibook2005.pdf},
  year = {2005}
}

@article{BuHaetal05,
  author = {Burschka, D. and {\bf Corso},{\bf J. J.} and Dewan, M. and Lau, W. and Li, M. and Lin, H. and Marayong, P. and Ramey, N. and Hager, G. D. and Hoffman, B. and Larkin, D. and Hasser, C.},
  journal = {Robotics and Autonomous System},
  tags = {computer vision, surgical robotics, video understanding},
  title = {{Navigating Inner Space: 3-D Assistance for Minimally Invasive Surgery}},
  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)}},
  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},
  year = {2004}
}

@article{YeCoBuHaMVA04,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Burschka, D. and Hager, G. D.},
  journal = {Machine Vision and Applications},
  number = {1},
  pages = {13--20},
  tags = {computer vision, human-computer interaction, gesture recognition},
  title = {{VICs: A Modular HCI Framework Using Spatio-Temporal Dynamics}},
  volume = {16},
  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},
  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}
}

@inproceedings{LaHaMICCAI04,
  author = {Lau, W. W. and Ramey, N. A. and {\bf Corso},{\bf J. J.} and Thakor, N. and Hager, G. D.},
  booktitle = {Proceedings of Seventh International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  tags = {medical imaging, stereo, endoscopy, tracking, reconstruction, deformable},
  title = {{Stereo-Based Endoscopic Tracking of Cardiac Surface Deformation}},
  year = {2004}
}

@inproceedings{RaHa04,
  author = {Ramey, N. and {\bf Corso},{\bf J. J.} and Lau, W. W. and Burschka, D. and Hager, G. D.},
  booktitle = {{Proceedings of Workshop on Real-time 3D Sensors and Their Use (at CVPR 2004)}},
  tags = {video understanding, computer vision, tracking, reconstruction},
  title = {{Real Time 3D Surface Tracking and Its Applications}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/nramey_CVPRRT3D2004.pdf},
  year = {2004}
}

@inproceedings{YeHa04,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Hager, G. D.},
  booktitle = {{Proceedings of Workshop on Real-time Vision for Human-Computer Interaction (at CVPR 2004)}},
  tags = {computer vision, gesture recognition, video understanding, human-computer interaction},
  title = {{Gesture Recognition Using 3D Appearance and Motion Features}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ye_CVPRRTVHCI2004.pdf},
  year = {2004}
}

@inproceedings{YeCoHaOk03,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Hager, G. D. and Okamura, A. M.},
  booktitle = {{Proceedings of IEEE International Conference on Systems, Man and Cybernetics}},
  tags = {computer vision, haptics, augmented reality},
  title = {{VisHap: Augmented Reality Combining Haptics and Vision}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/gyeSMCC2003.pdf},
  year = {2003}
}

@techreport{CoRaHa03,
  author = {{\bf Corso},{\bf J. J.} and Ramey, N. and Hager, G. D.},
  institution = {The Johns Hopkins University},
  note = {CIRL Lab Technical Report 2003-02},
  tags = {computer vision, stereo, tracking, reconstruction, deformable},
  title = {{Stereo-Based Direct Surface Tracking with Deformable Parametric Models}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/tr2003-02-deformtrack.pdf},
  year = {2003}
}

@inproceedings{CoBuHa03cvprhci,
  author = {{\bf Corso},{\bf J. J.} and Burschka, D. and Hager, G. D.},
  booktitle = {{Proceedings of CVPRHCI}},
  tags = {computer vision, human-computer interaction},
  title = {{The 4DT: Unencumbered HCI With VICs}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cvprhci2003.pdf},
  year = {2003}
}

@inproceedings{CoBuHa03icra,
  author = {{\bf Corso},{\bf J. J.} and Burschka, D. and Hager, G. D.},
  booktitle = {{Proceedings of International Conference on Robotics and Automation}},
  tags = {mobile robotics, computer vision, tracking, reconstruction, navigation, localization, stereo},
  title = {{Direct Plane Tracking in Stereo Image for Mobile Navigation}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/icra2003.pdf},
  year = {2003}
}

@inproceedings{YeCoBuHa03,
  author = {Ye, G. and {\bf Corso},{\bf J. J.} and Burschka, D. and Hager, G. D.},
  booktitle = {{Proceedings of 3rd International Conference on Computer Vision Systems}},
  pages = {257--267},
  tags = {computer vision, human-computer interaction},
  title = {{VICs: A Modular Vision-Based HCI Framework}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/icvs03.pdf},
  year = {2003}
}

@techreport{CoHa02,
  area = {vision},
  author = {{\bf Corso},{\bf J. J.} and Hager, G. D.},
  fundingagency = {NSF},
  institution = {The Johns Hopkins University},
  note = {CIRL Lab Technical Report},
  project = {surface},
  tags = {computer vision, tracking, stereo, reconstruction},
  title = {{Planar Surface Tracking Using Direct Stereo}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/jcorsoreport2002.pdf},
  year = 2002
}

@techreport{CoCoJHU02,
  author = {{\bf Corso},{\bf J. J.} and Cohen, J. D.},
  institution = {{The Johns Hopkins University}},
  note = {Graphics Lab Technical Report},
  tags = {computer vision, gpu, volume rendering},
  title = {{Out-Of-Core Voxelization of Large Scalar Fields for Interactive Multiresolution Volume Rendering}},
  year = {2002}
}

@inproceedings{LeCoCoKu02,
  author = {Leven, J. and {\bf Corso},{\bf J. J.} and Cohen, J. D. and Kumar, S.},
  booktitle = {Proceedings of IEEE/SIGGRAPH Symposium on Volume Visualization and Graphics 2002},
  pages = {37--44},
  tags = {computer graphics, gpu, volume rendering},
  title = {{Interactive Visualization of Unstructured Grids Using Hierarchical 3D Textures}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/leven02unstructgrid.pdf},
  year = {2002}
}

@inproceedings{CoYeBuWSHOP2002,
  author = {{\bf Corso}, {\bf J. J.} and Ye, G. and Burschka, D. and Hager, G. D.},
  booktitle = {Proceedings of 2002 Workshop on Intelligent Human Augmentation and Virtual Environments},
  pages = {D-26 and D-56},
  tags = {computer vision, human-computer interaction},
  title = {{Software Systems for Vision-Based Spatial Interaction}},
  year = {2002}
}

@inproceedings{CoChOk02,
  author = {{\bf Corso},{\bf J. J.} and Chhugani, J. and Okamura, A.},
  booktitle = {Eurohaptics},
  pages = {92--98},
  tags = {haptics, human-computer interaction, deformable},
  title = {{Interactive Haptic Rendering of Deformable Surfaces Based on the Medial Axis Transform}},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/corso02deformat.pdf},
  year = {2002}
}