Technical Publications -- Sean Borman





Doctoral Dissertation

PHD Topics in Multiframe Superresolution Restoration
Sean Borman
University of Notre Dame, Department of Electrical Engineering
April 2004. Supervisor: Robert L. Stevenson
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Book Chapters

EOE Image Sequence Processing
Sean Borman, Robert Stevenson
Dekker Encyclopedia of Optical Engineering
Pages 840--879
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Papers

EI2004 Linear models for multi-frame super-resolution restoration under non-affine registration and spatially varying PSF
Sean Borman, Robert Stevenson
SPIE Electronic Imaging, 2004
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EI2003 Image Resampling and Constraint Formulation for Multi-Frame Super-Resolution Restoration
Sean Borman, Robert Stevenson
SPIE Electronic Imaging, 2003
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JEI2003 Estimation-Theoretic Approach to Dynamic Range Improvement Using Multiple Exposures
Mark A. Robertson, Sean Borman, and Robert L. Stevenson
Journal of Electronic Imaging, vol. 12, no. 2, pages 219--228, April 2003.
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ICIP99 Simultaneous Multi-frame MAP Super-Resolution Video Enhancement using Spatio-temporal Priors
Sean Borman, Robert Stevenson
IEEE International Conference on Image Processing, October 1999
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ICIP99a Dynamic Range Improvement Through Multiple Exposures
Mark A. Robertson, Sean Borman, and Robert L. Stevenson
IEEE International Conference on Image Processing, October 1999
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VCIP99 Block-Matching Sub-Pixel Motion Estimation from Noisy, Under-Sampled Frames : An Empirical Performance Evaluation
Sean Borman, Mark Robertson, Robert Stevenson
SPIE Visual Communications and Image Processing, 1999
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MWSCAS98 Super-Resolution from Image Sequences - A Review
Sean Borman, Robert L. Stevenson
Midwest Symposium on Circuits and Systems, 1998
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SPIE98 Nonlinear Prediction Methods for Estimation of Clique Weighting Parameters in NonGaussian Image Models
Sean Borman, Ken Sauer, Charles Bouman
SPIE Optical Science, Engineering and Instumentation
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ICIP95 Parallel Computation of Sequential Pixel Updates in Statistical Tomographic Reconstruction
Ken D. Sauer, Sean Borman, Charles A. Bouman
IEEE International Conference on Image Processing 1995
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WNSIP95 Weighted Median Predictive Techniques for Coefficient Estimation in NonGaussian Markov Random Fields
Sean Borman, Ken Sauer, Charles Bouman
IEEE Workshop on Non-Linear Signal and Image Processing, 1995
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SAWPR92 A Novel Approach to Speaker-Dependent, Isolated Word Recognition using a Time-Independent Representation of the Vocal Utterance
Sean Borman, John Greene
Third South African Workshop on Pattern Recognition, 1992

Research Reports

SR Review Spatial Resolution Enhancement of Low-Resolution Image Sequences
A Comprehensive Review with Directions for Future Research
Sean Borman
Research Report
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Tutorial Notes

EMTUT04 The Expectation Maximization Algorithm -- A short tutorial
Sean Borman
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FOURIER04 Useful Fourier Transform results in the study of Visual Motion
Sean Borman
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REGSOLN04 Algebraic Solution for Quadratic and Tikhonov-Regularized Forms
Sean Borman
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RAYCAM03 Raytracing and the camera matrix -- a connection
Sean Borman
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Masters Thesis

MSEE On Parameter Estimation for a Class of Markov Random Field Image Models
Sean Borman
MSEE Thesis, April 1996. Supervisor: Ken Sauer
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