Allen Tannenbaum, Ph.D.

Professor of Electrical and Computer Engineering

PhD, Mathematics, Harvard University, 1976

E-mail: tannenba@uab.edu
BEC 253
1150 10th Avenue South
Birmingham, AL 35294
Telephone: 205 934-8440
Fax: 205 975-3337


Research Interests

systems and control, image processing, medical imaging, computer vision, signal processing


Selected Publications

R. Sandhu, S. Dambreville, and A. Tannenbaum, “A Non-Rigid Kernel Based Framework for 2D/3D Pose Estimation and 2D Image Segmentation,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 6, pp. 786-793, June 2011.
V. Mohan, G. Sundaramoorthi, and A. Tannenbaum, “Tubular Surface Segmentation for Extracting Anatomical Structures from Medical Imagery,” IEEE Transactions on Medical Imaging, vol. 29, no. 12, pp. 1945-1958, December 2010.
Y. Gao, R. Sandhu, G. Fichtinger, and A. Tannenbaum, “A Coupled Global Registration and Segmentation Framework with Application to Magnetic Resonance Prostate Imagery,” IEEE Transactions on Medical Imaging, vol. 29, no. 10, pp. 1781-1794, October 2010.
R. Sandhu, S. Dambreville, and A. Tannenbaum, “Point Set Registration Using Particle Filters,’’ IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 8, pp. 1459-1473, August 2010.
A. Dominitz and A. Tannenbaum, “Texture Mapping via Optimal Mass Transport,” IEEE Transactions on Visualization and Computer Graphics, vol. 16, no. 3, pp. 419-433, May/June 2010.
N. Vaswani, Y. Rathi, A. Yezzi, and A. Tannenbaum, “Deform PF-MT: Particle Filter with Mode Tracker for Tracking Local Contour Deformations,” IEEE Transactions on Image Processing, vol. 19, no. 4, April 2010.
S. Dambreville, R. Sandhu, A. Yezzi, and A. Tannenbaum, “A Geometric Approach to Joint 2D Region-Based Segmentation and 3D Pose Estimation Using a 3D Shape Prior,” SIAM Journal of Imaging Science, vol. 3, no. 1, pp. 110-132, March 3, 2010.
N. Agar, J. Malcolm, V. Mohan, H. Yang, M. Johnson, J. Agar, A. Tannenbaum, and P. Black, “Imaging of Meningioma Progression by Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry,” Analytical Chemistry, vol. 82, no. 7, pp. 2621-2625, March 2, 2010.
E. Haber, T. Rehmen, and A. Tannenbaum, “An Efficient Numerical Method for the Solution of the L2 Optimal Mass Transfer Problem,” SIAM Journal on Scientific Computing, vol. 32, no. 1, pp. 197-211, February 2010.
T. Rehmen, E.Haber, G. Pryor, and A. Tannenbaum, “3D Nonrigid Registration via Optimal Mass Transport on the GPU,” Medical Image Analysis, vol. 13, no. 6, pp. 931-940, December 2009.
M. Niethammer, C. Zach, and A. Tannenbaum, “Tubular Fiber Bundle Segmentation for Diffusion Weighted Imaging,” NeuroImage, vol. 45, no. 1, pp. 123-132, March 2009.
O. Michailovich , N. Vaswani, and A. Tannenbaum, “Segmentation of Tracking Sequences Using Dynamically Updated Adaptive Learning,” IEEE Transactions on Image Processing, vol. 17, no. 12, pp. 2403-2413, December 2008.
S. Lankton and A. Tannenbaum, “Localizing Region-Based Active Contours,” IEEE Transactions on Image Processing, vol. 17, no. 11, pp. 2029-2039, November 2008.
S. Dambreville, Y. Rathi, and A. Tannenbaum, “A Framework for Image Segmentation Using Shape Models and Kernel Space Shape Priors,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 8, pp. 1385-1399, August 2008.
O. Michailovich and A. Tannenbaum, “Dynamic Denoising of Tracking Sequences,” IEEE Transactions on Image Processing, vol. 17, no. 6, pp. 847-856, June 2008.
M. Niethammer, P. Vela, and A. Tannenbaum, “Geometric Observers for Dynamically Evolving Curves,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 6, pp. 1093-1108, June 2008.
E. Hershkovitz, A. Tannenbaum, and R. Tannenbaum, “Adsorption of Block Copolymers from Selective Solvents on Curved Surfaces,” Macromolecules, vol. 41, no. 9, pp. 3190-3198, April 12, 2008.
J. Melonakos, E. Pichon, S. Angenent, and A. Tannenbaum, ”Finsler Active Contours,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 3, pp. 412-423, March 2008.