Biblio

Export 151 results:
Author Title Type [ Year(Asc)]
2017
Niethammer M, Pohl K  M, Janoos F, Wells, III W  M.  2017.  Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models. ArXiv e-prints; accepted to SIAM Journal on Imaging Science. PDF icon Active Mean Fields for Probabilistic Image Segmentation (10.02 MB)
Dixit M, Kwitt R, Niethammer M, Vasconcelos N.  2017.  AGA: Attribute Guided Augmentation. CVPR. PDF icon aga2017.pdf (483.13 KB)
Hofer C., Kwitt R, Niethammer M., Hoeller Y., Trinka E., Uhl A..  2017.  Constructing Shape Spaces from a Topological Perspective. Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI). PDF icon hofer2017_ipmi.pdf (492.78 KB)
Han X., Yang X, Aylward S, Kwitt R, Niethammer M..  2017.  Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach. ISBI. PDF icon Han et al.: Registration of pathological images (956.15 KB)
Yang X, Kwitt R, Styner M., Niethammer M..  2017.  Fast Predictive Multimodal Image Registration. ISBI. PDF icon Yang et al.: Fast predictive multimodal image registration (1.6 MB)
Zhao Q, Pizer S, Alterovitz R, Niethammer M., Rosenman J.  2017.  Orthotropic Thin Shell Elasticity Estimation for Surface Registration. Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI). PDF icon Zhao_IPMI (2.28 MB)
Yang X, Kwitt R, Niethammer M..  2017.  Quicksilver: Fast Predictive Image Registration – A Deep Learning Approach. arXiv. PDF icon quicksilver_registration.pdf (4.91 MB)
Hong Y, Yang X, Kwitt R, Styner M., Niethammer M..  2017.  Regression Uncertainty on the Grassmannian. Proceedings of the AISTATS conference. PDF icon aistats_2017_hong_et_al.pdf (3.99 MB)
Young J.T, Shi Y, Niethammer M., Grauer M., Coe C.L, Lubach G.R, Davis B, Budin F., Knickmeyer R.C, Alexander A.L et al..  2017.  The UNC-Wisconsin Rhesus Macaque Neurodevelopment Database: A Structural MRI and DTI Database of Early Postnatal Development. Frontiers in Neuroscience.
2016
Zhao Q, Price T, Pizer S, Niethammer M., Alterovitz R, Rosenman J.  2016.  The Endoscopogram: a 3D model reconstructed from endoscopic video frames. MICCAI. PDF icon zhao_miccai_2016.pdf (1.35 MB)
Yang X, Kwitt R, Niethammer M..  2016.  Fast Predictive Image Registration. arXiv. PDF icon yang_arxiv_2016.pdf (3.11 MB)
Polzin T., Niethammer M., Heinrich M.P, Handels H., Modersitzki J..  2016.  Memory Efficient LDDMM for Lung CT. MICCAI. PDF icon polzin_miccai_2016.pdf (3.48 MB)
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)
Csapo I, Shi Y, Sanchez M, Styner M., Niethammer M..  2016.  Registration of Developmental Image Sequences With Missing Data. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, WBIR. PDF icon csapo2016_wbir.pdf (2.38 MB)
Yang X, Han X., Park E., Aylward S, Kwitt R, Niethammer M..  2016.  Registration of Pathological Images. Proceedings of the MICCAI Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI). PDF icon yang_miccai_2016_tumor.pdf (5.08 MB)
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

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