Biblio

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2016
Kwitt R, Hegenbart S, Niethammer M.  2016.  One-Shot Learning of Scene Categories via Feature Trajectory Transfer. Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR). PDF icon kwitt_cvpr_2016.pdf (3.5 MB)
Hong Y, Singh N, Kwitt R, Vasconcelos N, Niethammer M.  2016.  Parametric Regression on the Grassmannian. IEEE Transactions on Pattern Analysis and Machine Intelligence. PDF icon hong_pami_2016.pdf (3.47 MB)PDF icon hong_pami_2016_supplementary_material.pdf (472.73 KB)
Aylward S, McCormick M, Kang HJ, Razzaque S, Kwitt R, Niethammer M.  2016.  Ultrasound Spectroscopy. Proceedings of the International Symposium on Biomedical Imaging (ISBI). PDF icon 2016-ISBI-Aylward-UltrasoundSpectroscopy.pdf (261.66 KB)
2015
Vicory J, Couture HD, Thomas NE, Borland D, Marron JS, Woosley J, Niethammer M.  2015.  Appearance Normalization of Histology Slides. Computerized Medical Imaging and Graphics. PDF icon vicory2015_appearancenorm.pdf (13.47 MB)
Huang C, Shan L, Charles HC, Wirth W, Niethammer M, Zhu H.  2015.  Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data. IEEE Transactions on Medical Imaging. PDF icon ieee_tmi_chao_zhu_3_3_15.pdf (1.21 MB)
Hong Y, Singh N, Kwitt R, Niethammer M.  2015.  Group testing for longitudinal data. International Conference on Information Processing in Medical Imaging (IPMI). PDF icon trajectory_distribution.pdf (638.56 KB)
Couture HD, Marron JS, Thomas NE, Perou CM, Niethammer M.  2015.  Hierarchical Task-Driven Feature Learning for Tumor Histology. International Symposium on Biomedical Imaging (ISBI). PDF icon couture_2015_isbi_task_driven_hierarchical.pdf (3.13 MB)
Liu X, Niethammer M, Kwitt R, McCormick M, Aylward S.  2015.  Low-rank atlas image analyses in the presence of pathologies. IEEE Transactions on Medical Imaging. PDF icon liu_low_rank_atlas_tmi_2015.pdf (2.17 MB)
Hong Y, Kwitt R, Niethammer M.  2015.  Model Criticism for Regression on the Grassmannian. MICCAI. PDF icon model_criticism.pdf (661.09 KB)
Zdanski CJ, Davis SD, Hong Y, Miao D, Quammen C, Mitran S, Davis B, Niethammer M, Kimbell JS, Pitkin E et al..  2015.  Quantitative assessment of the upper airway in infants and children with subglottic stenosis. The Laryngoscope.
Lyu I, Kim SH, Seong J-K, Yoo SW, Evans A, Shi Y, Sanchez M, Niethammer M, Styner MA.  2015.  Robust estimation of group-wise cortical correspondence with an application to macaque and human neuroimaging studies. Frontiers in Neuroscience. 9
Cao T, Singh N, Jojic V, Niethammer M.  2015.  Semi-Coupled Dictionary Learning for Deformation Prediction. International Symposium on Biomedical Imaging (ISBI). PDF icon tian_cao_isbi_2015.pdf (470.22 KB)
Kwitt R, Bauer U, Huber S, Niethammer M, Lin W.  2015.  Statistical Topological Data Analysis – A Kernel Perspective. NIPS. PDF icon kwitt-statistical-topological-data-analysis-a-kernel-perspective.pdf (1.24 MB)
Zhao Q, Price T, Pizer S, Niethammer M, Alterovitz R, Rosenman J.  2015.  Surface Registration in the Presence of Missing Patches and Topology Change. Proceedings of the Medical Image Understanding and Analysis Conference. PDF icon zhao_2015_miua.pdf (2.44 MB)
Yang X, Niethammer M.  2015.  Uncertainty Quantification for LDDMM Using a Low-rank Hessian Approximation. MICCAI. PDF icon xiao_yang_miccai_2015.pdf (2.21 MB)PDF icon xiao_yang_miccai_2015_supplementary_material.pdf (189.63 KB)
2014
Shan L, Zach C, Charles C, Niethammer M.  2014.  Automatic Atlas-based Three-label Cartilage Segmentation from MR Knee Images. Medical Image Analysis. PDF icon shan2014_media_cartilage_segmentation.pdf (5.2 MB)
Hong Y, Gao Y, Niethammer M, Bouix S.  2014.  Depth-Based Shape Analysis. Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). PDF icon hong2014_miccai_depth_based_shape_analysis.pdf (1.08 MB)
Hong Y, Singh N, Kwitt R, Vasconcelos N, Niethammer M.  2014.  Geodesic Regression on the Grassmannian. Proceedings of the European Conference on Computer Vision (ECCV). PDF icon hong2014_eccv_grassmannian_geodesic_regression.pdf (1.66 MB)PDF icon hong2014_eccv_grassmannian_geodesic_regression_supplementary_material.pdf (335.15 KB)
Zhao Q, Pizer S, Niethammer M, Rosenman J.  2014.  Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration. Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). PDF icon zhao2014_miccai_geometric_feature_based_spectral_graph_matching.pdf (1.22 MB)
Zhang P, Niethammer M, Shen D, Yap P-T.  2014.  Large Deformation Diffeomorphic Registration of Diffusion-Weighted Imaging Data. Medical Image Analysis. PDF icon zhang2014_media.pdf (4.95 MB)
Liu X, Niethammer M, Kwitt R, McCormick M, Aylward S.  2014.  Low-Rank to the Rescue – Atlas-based Analyses in the Presence of Pathologies. Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). PDF icon liu2014_miccai_low_rank_to_the_rescue.pdf (1.04 MB)
Wassermann D, Toews M, Niethammer M, III WW.  2014.  Probabilistic Diffeomorphic Registration: Representing Uncertainty. Proceedings of the International Workshop on Biomedical Image Registration (WBIR).
Tighe J, Niethammer M, Lazebnik S.  2014.  Scene Parsing with Object Instance Inference Using Regions and Per-exemplar Detectors. International Journal of Computer Vision. PDF icon jtighe-ijcv14.pdf (8.06 MB)
Tighe J, Niethammer M, Lazebnik S.  2014.  Scene Parsing with Object Instances and Occlusion Ordering. Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR). PDF icon jtighe-cvpr14.pdf (2.22 MB)

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