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1.
Nonlocal and Randomized Methods in Sparse Signal and Image Processing
by Crandall, Robert, Ph.D.  The University of Arizona. 2018: 96 pages; 10840330.
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Iterative Techniques for Spectral Computed Tomography
by Salehjahromi, Morteza, Ph.D.  University of Massachusetts Lowell. 2019: 111 pages; 13902150.
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A proposed framework for forensic image enhancement
by Ledesma, Spencer Aguila, M.S.  University of Colorado at Denver. 2015: 109 pages; 1605105.
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Conquering image imperfectness by priors with applications to image recovery
by Dai, Shengyang, Ph.D.  Northwestern University. 2009: 142 pages; 3386960.
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Geometric representations and deep Gaussian conditional random field networks for computer vision
by Vemulapalli, Raviteja, Ph.D.  University of Maryland, College Park. 2016: 185 pages; 10192530.
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Image analysis for realistic electromagnetic imaging systems
by Ramirez-Velez, Mabel Delice, Ph.D.  University of Colorado at Boulder. 2009: 172 pages; 3366658.
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Three essays on analytical models to improve early detection of cancer
by Gopalappa, Chaitra, Ph.D.  University of South Florida. 2010: 126 pages; 3425690.
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Denoising amplicon-based metagenomic data
by Gaspar, John M., Ph.D.  University of New Hampshire. 2014: 118 pages; 3581214.
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Computational Imaging Methods for Improving Resolution in Biological Microscopy
by Chan, Kevin G., Ph.D.  University of California, Santa Barbara. 2017: 104 pages; 10263523.
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Image classification using invariant local features and contextual information
by Bharath, Ramesh, Ph.D.  National University of Singapore (Singapore). 2015: 178 pages; 10006074.
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Deep Learning for Attribute Inference, Parsing, and Recognition of Face
by Luo, Ping, Ph.D.  The Chinese University of Hong Kong (Hong Kong). 2014: 122 pages; 3691916.
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Probabilistic models of phase variables for visual representation and neural dynamics
by Cadieu, Charles, Ph.D.  University of California, Berkeley. 2009: 120 pages; 3402686.
15.
Image segmentation and paired shapes asymmetry quantification: An application in a Drosophila wing image set
by Young, Gregory D., M.S.  California State University, Long Beach. 2015: 81 pages; 1589666.
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Building positive body image in adolescent girls: An evaluation of a body image prevention program
by Shibata, Cameron L., M.A.  California State University, Long Beach. 2017: 71 pages; 10254341.
17.
Solving Large-Scale Inverse Problems via Approximate Message Passing and Optimization
by Ma, Yanting, Ph.D.  North Carolina State University. 2017: 180 pages; 10758823.
18.
Sparse recovery and parameterization of manifold-valued data
by Taylor, Kye, M.S.  University of Colorado at Boulder. 2008: 105 pages; 1453576.
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Statistical models and optimization algorithms for high-dimensional computer vision problems
by Mitra, Kaushik, Ph.D.  University of Maryland, College Park. 2011: 155 pages; 3478970.
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Learning-Based Methods for Single Image Restoration and Translation
by Zhang, He, Ph.D.  Rutgers The State University of New Jersey, School of Graduate Studies. 2019: 149 pages; 10982777.
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Imaging performance in advanced small pixel and low light image sensors
by Anzagira, Leo, Ph.D.  Dartmouth College. 2016: 213 pages; 10144602.
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A Total Variation and Spatially Varying Estimation Model for Image Restoration
by Hu, Xiaofei, Ph.D.  Syracuse University. 2010: 144 pages; 3459386.
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Adaptive Image Acquisition with Consideration of Camera Optics
by Ma, Tao, Ph.D.  Auburn University. 2012: 144 pages; 3520453.
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Sparse and redundant representations for inverse problems and recognition
by Patel, Vishal M., Ph.D.  University of Maryland, College Park. 2010: 150 pages; 3426406.
30.
Wavelet frames on the sphere, high angular resolution diffusion imaging and l1-regularized optimization on Stiefel manifolds
by Weiqiang, Chen, M.Sc.  National University of Singapore (Singapore). 2015: 161 pages; 10005982.
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