Samuel Gerber, Ph.D. - Publications

2012 School of Computing University of Utah, Salt Lake City, UT 
Computer Science, Statistics

12 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2013 Gerber S, Rübel O, Bremer PT, Pascucci V, Whitaker RT. Morse-Smale Regression. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 22: 193-214. PMID 23687424 DOI: 10.1080/10618600.2012.657132  1
2013 Gerber S, Maggioni M. Multiscale dictionaries, transforms, and learning in high-dimensions Proceedings of Spie - the International Society For Optical Engineering. 8858. DOI: 10.1117/12.2021984  1
2013 Gerber S, Whitaker R. Regularization-free principal curve estimation Journal of Machine Learning Research. 14: 1285-1302.  1
2012 Gerber S, Potter K. Data analysis with the Morse-Smale complex: The msr package for R Journal of Statistical Software. 50.  1
2011 Zhu P, Awate SP, Gerber S, Whitaker R. Fast shape-based nearest-neighbor search for brain MRIs using hierarchical feature matching. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 484-91. PMID 21995064 DOI: 10.1007/978-3-642-23629-7_59  1
2010 Gerber S, Bremer PT, Pascucci V, Whitaker R. Visual exploration of high dimensional scalar functions. Ieee Transactions On Visualization and Computer Graphics. 16: 1271-80. PMID 20975167 DOI: 10.1109/TVCG.2010.213  1
2010 Gerber S, Tasdizen T, Thomas Fletcher P, Joshi S, Whitaker R. Manifold modeling for brain population analysis. Medical Image Analysis. 14: 643-53. PMID 20579930 DOI: 10.1016/  1
2009 Gerber S, Tasdizen T, Joshi S, Whitaker R. On the manifold structure of the space of brain images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 305-12. PMID 20426001 DOI: 10.1007/978-3-642-04268-3_38  1
2009 Tao R, Fletcher PT, Gerber S, Whitaker RT. A variational image-based approach to the correction of susceptibility artifacts in the alignment of diffusion weighted and structural MRI. Information Processing in Medical Imaging : Proceedings of the ... Conference. 21: 664-75. PMID 19694302 DOI: 10.1007/978-3-642-02498-6_55  1
2009 Gerber S, Tasdizen T, Whitaker R. Dimensionality reduction and principal surfaces via Kernel Map Manifolds Proceedings of the Ieee International Conference On Computer Vision. 529-536. DOI: 10.1109/ICCV.2009.5459193  1
2008 Fuchs M, Gerber S. Variational shape detection in microscope images based on joint shape and image feature statistics 2008 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops. DOI: 10.1109/CVPRW.2008.4563012  1
2007 Gerber S, Tasdizen T, Whitaker R. Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps Acm International Conference Proceeding Series. 227: 281-288. DOI: 10.1145/1273496.1273532  1
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