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Theses:

  1. Thesis, Kadri Aditya Mohan, ``Modular Forward Models and Algorithms for Regularized Reconstruction of Time-Space Scalar and Vector Fields,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, December 2015.

    Thesis, Ruoqiao Zhang, ``Advanced Statistical Modeling for Model-Based Iterative Reconstruction for Single-Energy and Dual-Energy X-Ray CT'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, November 2015.

  2. Thesis, Pengchong Jin ``Model-Based Image Processing Algorithms for CT Image Reconstruction, Artifact Reduction and Segmentation'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, August 2015.

  3. Thesis, Singanallar V. Venkatakrishnan, ``Model-Based Iterative Reconstruction for Micro-Scale and Nano-Scale Imaging'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, August 2015.

  4. Thesis, Yandong Guo, ``Statistical Model-Based Binary Document Image Coding, Reconstruction, and Analysis'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, August 2014.

  5. Thesis, Sherman Jordan Kisner, ``Image Reconstruction for X-Ray Computed Tomography in Security Applications'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, December 2013.

  6. Thesis, Leonardo R. Bachega, ``Analysis, Detection and Classification of Signals Using Scalar and Vector Sparse Matrix Transforms'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, August 2013.

  7. Thesis, Ph.D. Defense Presentation: Eri Haneda, ``Markov Random Field Model Based Text Segmentation and Image Post Processing of Complex Scanned Documents,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2011.

  8. Thesis, Ph.D. Defense Presentation: Tak Shing Wong, ``Enhancement and Artifact Removal for Transform Coded Document Images,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2011.

  9. Thesis, Hengzhou Ding, ``A Semi-Automatic Framework for Text Insertion and Replacement in Natural Images,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2011.

  10. Thesis, Ph.D. Defense Presentation: Jianing Wei, ``Fast Space-Varying Convolution in Stray Light Reduction, Fast Matrix Vector Multiplication, and Activation Detection in fMRI Data Analysis,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2010.

  11. Zhou Yu, ``Fast and High Quality Model Based Iterative Reconstruction for Computed Tomography,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, December 2009.

  12. Thesis, Ph.D. Defense Presentation: Guangzhi Cao, ``Modeling and Processing of High Dimensional Signals and Systems using the Sparse Matrix Transform,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, December 2009.

  13. Thesis, Ph.D. Defense Presentation: Maribel Figuera Alegre, ``Memory-Efficient Algorithms for Raster Document Image Compression,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, July 2008.

  14. Thesis , Ph.D. Defense Presentation: Mustafa Kamasak ``Statistical Methods for Reconstruction of Parameteric Images from Dynamic PET Data,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2005.

  15. Thesis , Ph.D. Defense Presentation: Seungseok Oh ``Nonlinear multigrid inversion algorithms with applications to statistical image reconstruction,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2005.

  16. Thesis , Ph.D. Defense Presentation: Adam B. Milstein, ``Imaging of Near-Infrared Fluorescence, Absorption, and Scattering in Turbid Media,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, August 2004.

  17. Thesis, Ph.D. Defense Presentation: Sea Chen, ``Analysis of Functional Magnetic Resonance Imaging Data Using Signal Processing Techniques,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, December 2002.

  18. Thesis: Thomas Frese, ``Multiresolution Image Modeing and Bayesian Reconstruction Algorithms with Application to Emission Tomography,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 2001.

  19. Thesis: Jau-Yuen Chen, ``Image Database Management Using Similarity Pyramids,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 1999.

  20. Thesis, Ph.D. Defense Presentation Hui Chang, ``Document Image Segmentation and Compression,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, July 1999.

  21. Thesis: C. Brian Atkins, ``Classification Based Methods in Optimal Image Interpolation,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, December 1998.

  22. Thesis: Suhail S. Saquib, ``Edge-Preserving Models and Efficient Algorithms for Ill-Posed Inverse Problems in Image Processing,'' Ph.D. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, May 1997.

Master's Theses:

  1. Thesis (Thesis Advisor: Ilya Pollak) Jacob Lee Harris, ``A Hierarchical Document Description and Comparison Method,'' M.S. thesis, School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, August 2003.