Minerva homepage: James G. Malcolm

College of Electrical and Computer Engineering

Phone: REDACTED

Location: Boston, MA

Email: malcolm at gatech dot edu

James G. Malcolm

Ph.D. student

Areas of interest

REDACTED

Education Background

B.S. in Computer Science, 2004, Georgia Institute of Technology
B.S. in Mathematics, 2006, Georgia Institute of Technology
M.S. in Computer Science, 2006, Georgia Institute of Technology
M.S. in Electrical and Computer Engineering, 2008, Georgia Institute of Technology

Home page

Articles in journal or book chapters

P. Vela, A. Betser, J. Malcolm, and A. Tannenbaum. Vision-Based Range Regulation of a Leader-Follower Formation. IEEE Transactions on Control Systems Technology, 17(2):442--448, 2009. [PDF ]

Nathalie Agar, Jimi Malcolm, Vandana Mohan, Mark Johnson, Allen Tannenbaum, Jeffrey Agar, and Peter M. Black. Imaging Meningioma Progression by Mass Spectrometry. Neuroimage, 2008. Note: Special Issue.

T. Georgiou, O. Michailovich, Y. Rathi, J. Malcolm, and A. Tannenbaum. Distribution Metrics and Image Segmentation. Linear Algebra and its Applications, 2(425), 2007. [PDF ]

Y. Rathi, J. Malcolm, S. Bouix, A. Tannenbaum, and M.E. Shenton. Affine registration of label maps in Label Space. Medical Image Analysis, . Note: In press.

Conference articles

J. G. Malcolm, M. Kubicki, M. E. Shenton, and Y. Rathi. The Effect of Local Fiber Model On Population Studies. In Diffusion Modeling and Fiber Cup (in MICCAI), pages 33-40, 2009. [PDF ]

J. G. Malcolm, M. E. Shenton, and Y. Rathi. Filtered Tractography: State estimation in a constrained subspace. In Diffusion Modeling and Fiber Cup (in MICCAI), pages 122-133, 2009. [PDF ]

J. G. Malcolm, M. E. Shenton, and Y. Rathi. Filtered tractography: Validation on a Physical Phantom. In Diffusion Modeling and Fiber Cup (in MICCAI), pages 220-223, 2009. [PDF ]

J.G. Malcolm, M.E. Shenton, and Y. Rathi. Neural Tractography using an unscented Kalman filter. In Information Processing in Medical Imaging (IPMI), pages 126--138, 2009. [PDF ]

J.G. Malcolm, M.E. Shenton, and Y. Rathi. Two-Tensor Tractography Using a Constrained Filter. In Medical Image Computing and Computer Assisted Intervention (MICCAI), pages 894--902, 2009. [PDF ]

Y. Rathi, J. Malcolm, S. Bouix, C-F. Westin, M. Kubicki, and M.E. Shenton. Mixture Model for estimating fiber ODF and multi-directional Tractography. In Int. Symp. on Magnetic Resonance in Medicine (ISMRM), pages 3548, 2009. [PDF ]

P. Karasev, J. Malcolm, and A. Tannenbaum. Kernel-Based High-Dimensional Histogram Estimation For Visual Tracking. In Int. Conf. on Image Processing (ICIP), 2008. [PDF ]

S. Lankton, J. Malcolm, A. Nakhmani, and A. Tannenbaum. Tracking Through Changes in Scale. In Int. Conf. on Image Processing (ICIP), pages 241--244, 2008. [PDF ]

S. Lankton, J. Melonakos, J. Malcolm, S. Dambreville, and A. Tannenbaum. Localized Statistics for DW-MRI Fiber Bundle Segmentation. In Computer Vision and Pattern Recognition (CVPR) Workshops: Mathematical Methods in Biomedical Image Analysis (MMBIA), pages 1-8, 2008. [PDF ]

J. Malcolm, Y. Rathi, and A. Tannenbaum. Label Space: A Coupled Multi-Shape Representation. In Medical Image Computing and Computer Assisted Intervention (MICCAI), 2008. [PDF ]

J. Malcolm, Y. Rathi, and A. Tannenbaum. Label Space: A Multi-Object Shape Representation. In Combinatorial Image Analysis, 2008. [PDF ]

J. Malcolm, Y. Rathi, A. Yezzi, and A. Tannenbaum. Fast approximate curve evolution. In SPIE Electronic Imaging, 2008.

J. Malcolm, Y. Rathi, A. Yezzi, and A. Tannenbaum. Fast approximate surface evolution in arbitrary dimension. In SPIE Medical Imaging, 2008. [PDF ]

Y. Rathi, S. Dambreville, M. Niethammer, J. Malcolm, J. Levitt, M. Shenton, and A. Tannenbaum. Segmenting images analytically in shape space. In SPIE Medical Imaging, 2008. [PDF ]

J. Malcolm, Y. Rathi, and A. Tannenbaum. A Graph Cut Approach to Image Segmentation in Tensor Space. In Workshop on Component Analysis Methods (in CVPR), 2007. [PDF ]

J. Malcolm, Y. Rathi, and A. Tannenbaum. Graph cut segmentation with nonlinear shape priors. In Int. Conf. on Image Processing, 2007. [PDF ]

J. Malcolm, Y. Rathi, and A. Tannenbaum. Multi-Object Tracking Through Clutter Using Graph Cuts. In Non-rigid Registration and Tracking Through Learning (in ICCV), 2007. [PDF ]

J. Malcolm, Y. Rathi, and A. Tannenbaum. Tracking Through Clutter Using Graph Cuts. In British Machine Vision Conf. (BMVC), 2007. [PDF ]

Y. Rathi, O. Michailovich, J. Malcolm, and A. Tannenbaum. Seeing the Unseen: Segmenting with Distributions. In Intl. Conf. Signal and Image Processing, 2006. [PDF ]

P. Vela, M. Niethammer, J. Malcolm, and A. Tannenbaum. Closed Loop Visual Tracking Using Observer-Based Dynamic Active Contours. In Conf. on Guidance, Navigation, and Control, 2005. [PDF ]