Journals

  1. Zhuowen Tu and Xiang Bai, "Auto-context and Its Application to High-level Vision Tasks and 3D Brain Image Segmentation", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2009 (in press). (pdf)
  2. Jonathan H. Morra, Zhuowen Tu, Liana G. Apostolova, Amity Green, Arthur W. Toga, and Paul M. Thompson, "Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease through Automated Hippocampal Segmentation, IEEE Trans. on Medical Imaging, 2009 (in press).
  3. Xiang Bai, Xingwei Yang, Longin Jan Latecki, Wenyu Liu, and Zhuowen Tu, "Learning Context Sensitive Shape Similarity by Graph Transduction", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2009. (in press). (pdf)
  4. S. Fears, W. Melega, S. K. Service, C. Lee, K. Chen, Z. Tu, M. J. Jorgensen, L. A. Fairbanks, N. Freimer, R. P. Woods, "Identifying Heritable Brain Phenotypes in an Extended Pedigree of Vervet Monkeys”, Journal of Neuroscience, vol. 29, no. 9, pp. 2867-2875, 2009.
  5. Y. Shi, Z. Tu, A. L. Reiss, R. Dutton, A. Lee, A.M. Galaburda, I. Dinov, P. Thompson, A. Toga, "Joint Sulcal Detection on Cortical Surfaces with Graphical Models and Boosted Priors", IEEE Trans. on Medical Imaging, vol. 28, no. 3, pp. 361-373, 2009. (pdf)
  6. J. H. Morra, Z. Tu, L. G. Apostolova, A. E. Greena, C. Avedissiana, S. K. Madsen, N. Parikshak, X. Hua, A. W. Toga, C. R. JackJrc, M. W. Weiner, P. M. Thompson, "Validation of a Fully Automated 3D Hippocampal Segmentation Method Using Subjects with Alzheimer's Disease, Mild Cognitive Impairment, and Elderly Controls", NeuroImge, Oct. 15; (43(1), pp. 59-68, 2008.
  7. Zhuowen Tu, Katherin Narr, Piotr Dollar, Iov Dinov, Paul Thompson, and Arthur Toga, "Brain Anatomical Structure Segmentation by Hybrid Discriminative/Generative Models", IEEE Trans. on Medical Imaging, vol. 27, no. 4, pp. 495-508, April, 2008. (pdf)
  8. Zhuowen Tu, Songfeng Zheng, and Alan Yuille, "Shape Matching and Registration by Data-driven EM", Journal of Computer Vision and Image Understanding, vol. 109, pp. 290-304, 2008. (pdf)
  9. Y. Shi, P. M. Thompson, G. I. De Zubicaray, S. E. Rose, Z. Tu, I. Dinov, and A. Toga, "Direct Mapping of Hippocampal surfaces with Intrinsic Shape Context", Neuroimage, vol. 37, no. 3, pp. 792-807, Sep., 2007.
  10. Z. Tu, S. Zheng, , A. Yuille, A. Reiss, R. Dutton, A.Lee, A.Galaburda, I. Dinov, P. Thompson, A. Toga, "Automated Extraction of the Cortical Sulci Based on a Supervised Learning Approach", IEEE Trans. on Medical Imaging, vol. 26, no. 4, April, pp. 541-552, 2007. (pdf)
  11. Zhuowen Tu and Song-Chun Zhu, "Parsing Images into Regions, Curves, and Curve Groups", International Journal of Computer Vision, vol. 69, no. 2, pp. 223-249, Aug., 2006. (pdf)
  12. Zhuowen Tu, Xiangrong Chen, Alan Yuille, and Song-Chun Zhu, "Image Parsing: Unifying Segmentation, Detection, and Object Recognition", International Journal of Computer Vision, vol. 63, no. 2, pp. 113-140, July, 2005. (pdf)
  13. Feng Han, Zhuowen Tu, and Song-Chun Zhu, "Range Image Segmentation by an Efficient Jump-Diffusion Method", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 26, no. 9, pp. 1138-1153, Sept. 2004. (pdf)
  14. Zhuowen Tu and Song-Chun Zhu, "Image Segmentation by Data-Driven Markov Chain Monte Carlo", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, No. 5, pp. 657-673,May, 2002. (pdf)
  15. Zhuowen Tu and Ronxing Li, "A Framework for Automatic Recognition of Spatial Features from Mobile Mapping Imagery", Journal of Photogrammetric Engineering and Remote Sensing, Vol. 68, No. 3, March, 2002.

      Major Conferences and quality workshops

  1. Xiang Bai, Xinggang Wang, Wenyu Liu, Longin Jan Latecki, and Zhuowen Tu, "Active Skeleton for Non-rigid Object Detection", ICCV 2009 (pdf).
  2. Jiayan Jiang and Zhuowen Tu, "Efficient Scale Space Auto-context for Image Segmentation and Labeling", CVPR 2009 (pdf).
  3. Xiang Bai, Quannan Li, Longin Jan Latecki, Wenyu Liu, and Zhuowen Tu, "Shape Band: A Deformable Object Detection Approach", CVPR 2009(pdf).
  4. Piotr Dollár, Zhuowen Tu, Pietro Perona, and Serge Belongie, "Integral Channel Features", Proc. of British Machine Vision Conference (BMVC), 2009 (pdf).
  5. Jonathan Morra, Zhuowen Tu, Arthur Toga, and Paul Thompson, "Lossless Online Ensemble Learning (LOEL) and its Application to Subcortical Segmentation", MICCAI 2009.
  6. Juan Eugenio Iglesias, Paul Thompson, and Zhuowen Tu, "A spatially variant mixture model for diffusion weighted MRI: application to image denoising", MICCAI, workshop of Probabilistic Models for Medical Image Analysis, 2009. (pdf).
  7. Xiang Bai, Wenyu Liu, and Zhuowen Tu, "Integrating Contour and Skeleton for Shape Classification", workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, ICCV 2009. (pdf)

  8. Zhuowen Tu, "Auto-context and Its Application to High-level Vision Tasks", CVPR, 2008 (pdf).
  9. Jiayan Jiang, Songfeng Zheng, Arthur Toga, and Zhuowen Tu, "Learning Based Coarse-to-fine Image Registration", CVPR 2008 (pdf).
  10. Jason Corso, Alan Yuille, and Zhuowen Tu, "Graph-Shifts: Natural Images Labeling by Dynamic Hierarchical Computing", CVPR 2008 (pdf).
  11. Xingwei Yang, Xiang Bai, Longin Jan Latecki, and Zhuowen Tu, "Improving Shape Retrieval by Learning Graph Transduction", ECCV 2008 (pdf).
  12. Piotr Dollár, Boris Babenko, Serge Belongie, Pietro Perona, and Zhuowen Tu, "Multiple Component Learning for Object Detection", ECCV 2008 (pdf).
  13. Jonathan Morra, Zhuowen Tu, Liana Apostolova, Amity Geen, and Paul Thompson, "Automatic Subcortical Segmentation Using a Novel Contextual Model", MICCAI, 2008.
  14. Boris Babenko, Piotr Dollár, Zhuowen Tu, and Serge Belongie, "Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning", RealFaces, Marseille, France, 2008. (pdf)

  15. Zhuowen Tu and Arthur Toga, "Towards Whole Brain Segmentation by a Hybrid Model", MICCAI, October, 2007 (pdf).
  16. Zhuowen Tu, "Learning Generative Models via Discriminative Approaches", IEEE Computer Vision and Pattern Recognition (CVPR), June, 2007. (pdf)
  17. Songfeng Zheng, Zhuowen Tu, and Alan Yuille, "Detecting Object Boundaries Using Low-, Mid-, and High-Level Information", IEEE Computer Vision and Pattern Recognition (CVPR), June, 2007. (pdf)
  18. Piotr Dollár, Zhuowen Tu, Hai Tao and Serge Belongie, "Feature Mining for Image Classification", IEEE Computer Vision and Pattern Recognition (CVPR), June, 2007. (pdf)
  19. Jason Corso, Zhuowen Tu, Alan Yuille, and Arthur Toga, "Likelihood Shift Graphs for Efficient Energy Minimization", Information Processing in Medical Imaging (IPMI), June, 2007. (pdf)
  20. Y. Shi, Z. Tu, A. Reiss, R. Dutton, A. D. Lee, A. Galaburda, I. Dinov, P. M. Thompson and A. W. Toga, "Joint Sulci Detection Using Graphical Models and Boosted Priors", Information Processing in Medical Imaging (IPMI), June, 2007. (pdf)

  21. Songfeng Zheng, Z. Tu, A. Yuille, A. Reiss, R. Dutton, A.Lee, A.Galaburda, I. Dinov, P. Thompson, A. Toga, "A Learning-Based Algorithm for Automated Extraction of the Cortical Sulci", (MICCAI), 2006. (pdf)
  22. Zhuowen Tu, Xiang Sean Zhou, Adrian Barbu, Luca Bogoni, and Dorin Comaniciu, "Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment", IEEE Computer Vision and Pattern Recognition (CVPR), June, 2006. (pdf)
  23. Piotr Dollár, Zhuowen Tu, and Serge Belongie, "Supervised Learning of Edges and Object Boundaries", IEEE Computer Vision and Pattern Recognition (CVPR), June, 2006. (pdf)
  24. Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, and Luca Bogoni, "A Learning Based Approach for 3D Segmentation and Colon Detagging", 9th European Conf. on Computer Vision (ECCV), May 2006. (pdf)

  25. Zhuowen Tu, "An Integrated Frmework for Image Segmentation and Perceptual Grouping", 10th IEEE International Conference on Computer Vision (ICCV), Oct. 2005 (pdf).
  26. Zhuowen Tu, "Probabilistic Boosting-Tree: Learning Discriminative Models for Classification, Recognition, and Clustering", 10th IEEE International Conf. on Computer Vision (ICCV), Oct. 2005 (pdf).

  27. Zhuowen Tu, and Alan Yuille "Shape Matching and Recognition--Using Generative Models and Informative Features", 8th European Conf. on Computer Vision (ECCV), May 2004 (pdf).
  28. Zhuowen Tu, Xiangrong Chen, Alan Yuille, and Song-Chun Zhu, "Image Parsing: Segmentation, Detection, and Object Recognition", 9th IEEE International Conf. on Computer Vision (ICCV), Oct. 2003 (pdf).
  29. Zhuowen Tu and Song-Chun Zhu, "Parsing Images into Region and Curve Processes", 7th European Conf. on Computer Vision (ECCV), May, 2002. (pdf)
  30. Feng Han, Zhuowen Tu, and Song-Chun Zhu, "A Stochastic Algorithm for Parsing and reconstructing 3D Scenes", 7th European Conf. on Computer Vision (ECCV), May, 2002. (pdf)
  31. Zhuowen Tu, Song-Chun Zhu, and Harry Shum, "Image Segmentation by Data Driven Markov Chain Monte Carlo", 8th IEEE International Conf. on Computer Vision (ICCV), July 2001. (pdf)
  32. Song-Chun Zhu, Rong Zhang, and Zhuowen Tu, "Integrating Top-down/Bottom-up for Object Recognition by Data Driven Markov Chain Monte Carlo", IEEE Computer Vision and Pattern Recognition (CVPR), July 2000. (pdf)