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Theses:

  1. Thesis, Wenrui Li, ``Model-Based Approaches to Ill-Conditioned Inverse Problems in X-Ray Imaging,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, March 2025. https://doi.org/10.25394/PGS.28548923.v1

  2. Thesis, Qiuchen Zhai, ``Projected Multi-Agent Consensus Equilibrium (PMACE) for Distributed Reconstruction with Application to Ptychography,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, December 2024. https://doi.org/10.25394/PGS.27945513.v1

  3. Thesis, Diyu Yang, ``Multi-Pose Fusion and Adaptive Orientation Selection for X-ray and Neutron Computed Tomography,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. August, December 2024. https://doi.org/10.25394/PGS.26511571.v1

  4. Thesis, Natalie Jadue, ``MACE CT Reconstruction for Modular Material Decomposition from Photon-Counting CT Data,'' Department of Mathematics, Purdue University, Ph.D. Thesis, July 2024. https://doi.org/10.25394/PGS.26356348.v1

  5. Thesis, Tony Allen, ``Majorized Multi-Agent Consensus Equilibrium for 3D Coherent LIDAR Imaging,'' Department of Mathematics, Purdue University, Ph.D. Thesis, May 2024. https://doi.org/10.25394/PGS.28548923.v1

  6. Thesis, Madhuri Mahendra Nagare, ``Advanced Algorithms for X-ray CT Image Reconstruction and Processing,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, May 2024. https://doi.org/10.25394/PGS.25137884.v1

  7. Thesis, Maliha Hossain, ``Advanced Prior Models for Ultra Sparse View Tomography,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, September 2023. https://doi.org/10.25394/PGS.24169038.v1

  8. Thesis, Thilo Balke, ``Time-of-Flight Neutron CT for Isotope Density Reconstruction and Cone-Beam CT Separable Models,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, April 2023. https://doi.org/10.25394/PGS.22687783.v1

  9. Thesis, Abdulrahman Alanazi, ``Methods for Ultrasound Imaging of Multi-Layered Objects Based on Collimated Beam Systems'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, April 2023. https://doi.org/10.25394/PGS.22687660.v1

  10. Thesis, Emma Reid, ``Multi-Resolution Data Fusion for Super Resolution of Microscopy Images,'' Department of Mathematics, Purdue University, Ph.D. Thesis, August 2021. https://doi.org/10.25394/PGS.15025938.v1

  11. Thesis, Soumendu Majee, ``High Speed Imaging via Advanced Modeling,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, August 2021. https://doi.org/10.25394/PGS.14751759.v1

  12. Thesis, Venkatesh Sridhar, ``Parallel Computational Methods for Model-Based Tomographic Reconstruction and Coherent Imaging,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, August 2021. https://doi.org/10.25394/PGS.12234332.v1

  13. Thesis, Jing Li, ``Fast and Robust UAV to UAV Detection and Tracking Algorithm,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, May 2019. https://doi.org/10.25394/PGS.7651997.v1

  14. Thesis, Hani A. Almansouri, ``Model-Based Iterative Reconstruction and Direct Deep Learning for One-Sided Ultrasound Non-Destructive Evaluation,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, December 2018. https://doi.org/10.25394/PGS.7408829.v1

  15. Thesis, Zeeshan Nadir, ``A Model Based Iterative Reconstruction Approach to Tunable Diode Laser Absorption Tomography,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, May 2018.

  16. Thesis, Haitao Xue, ``Clustering and Segmentation with Application in Document Image Processing,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, December 2017.

  17. Thesis, G. M. Dilshan P. Godaliyadda, ``A Supervised Learning Approach to Dynamic Sampling (SLADS),'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, December 2017.

  18. Thesis, Xiao Wang, ``High Performance Tomography,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, August 2017.

  19. Thesis, Casey J. Pellizzari, ``Optically-Coherent Sensing and Imaging: A Model-Based Approach,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, August 2017.

  20. Thesis, Suhas Sreehari, ``Advance Prior Modeling for Nano-Scale Imaging,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, April 2017.

  21. Thesis, Kadri Aditya Mohan, ``Modular Forward Models and Algorithms for Regularized Reconstruction of Time-Space Scalar and Vector Fields,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, December 2016.

  22. Thesis, Muhammad Usman Sadiq, ``Model Based Iterative Reconstruction with Physics Based Priors,'' School of Electrical and Computer Engineering, Purdue University, Ph.D. Thesis, December 2015.

  23. 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.

  24. 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.

  25. 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.

  26. 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.

  27. 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.

  28. 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.

  29. 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.

  30. 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.

  31. 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.

  32. 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.

  33. 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.

  34. 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.

  35. 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.

  36. 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.

  37. 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.

  38. 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.

  39. 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.

  40. 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.

  41. 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.

  42. 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.

  43. 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.

  44. 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.