Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 251 for “"image reconstruction"”.
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Joint CT-MRI Image Reconstruction
… medical imaging techniques. In return, medical images are required to provide more accurate and detailed information than ever. Aside from the evolution of hardware and software, multimodal imaging techniques offer a promising solution to produce higher quality images by fusing medical images …
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Image reconstruction through polyfiltered variation minimization
<p>There has been considerable interest in reconstruction of remotely sensed imagery from incomplete frequency measurements for some time now. Given the nature of the collection process, it may be that portions of the spectrum are either missing or corrupted such that one is left with an incomplete …
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Accurate image reconstruction in radio interferometry
… which substantially improve the accuracy of image products and the results of source extraction. These improvements in accuracy promise to assist scientific research into astronomical objects and phenomena in radio astronomy. The thesis contains six chapters, beginning with an overview of the …
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POCS Augmented CycleGAN for MR Image Reconstruction
Traditional Magnetic Resonance Imaging (MRI) reconstruction methods, which may be highly time-consuming and sensitive to noise, heavily depend on solving nonlinear optimization problems. By contrast, deep learning (DL)-based reconstruction methods do not need any explicit analytical data model and …
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Hardware acceleration for sparse Fourier image reconstruction
… imaging algorithm: iterative sparse Fourier image reconstruction. We transform the algorithm to exploit massive parallelism available in the FPGA fabric. Our design allows different ways of chaining custom pipelined vector engines, so that different computations can be carried out without …
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Ultrasonic reflection tomography : elliptical path image reconstruction
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 1997.
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Development of Spect and Ct Tomographic Image Reconstruction
… the advancement of statistically-based iterative reconstruction algorithms and protocols for both SPECT and micro CT data. Major contributions of this work to SPECT reconstruction include formulation and implementation of fully three-dimensional voxel-based system matrix in parallel-beam, …
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Super-resolution image reconstruction from low-resolution images
… the problem of obtaining high-resolution image from a set of one or more low-resolution images. The thesis focused on three building blocks of super-resolution algorithms i.e., image registration for super-resolution, image fusion for super-resolution and super-resolution image …
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Parallel Image Reconstruction Systems for Magnetic Induction Tomography
… the resulting magnetic field perturbations. An image of conductivity distribution within the object is reconstructed by iteratively solving a non-linear inverse problem.<br/><br/>As a relatively new imaging technique, MIT encounters several challenges both in terms of the formulation of the …
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Novel higher order regularisation methods for image reconstruction
… variation-based variational methods for digital image reconstruction. These methods are formulated in the context of Tikhonov regularisation. We focus on regularisation techniques in which the regulariser incorporates second order derivatives or a sophisticated combination of first and second …
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Array-based GPR SAR simulation and image reconstruction
… a number of range profiles (known as ""A Scope"" images) are assembled to form a two-dimensional data field (known as a ""B Scope"" image). These OPR systems have difficulties with high clutter level, surface reflections, limited ground penetration and the required fine resolution. The resolution …
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Three dimensional image reconstruction from Fourier magnitude measurements
Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1997.
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Applications of Statistical Modeling in Iterative CT Image Reconstruction
Traditionally, x-ray CT images are produced by an algorithm called filtered back projection, or FBP. FBP is an analytical solution to the idealized CT image reconstruction problem, the inverse problem of turning raw x-ray measurements into a full 3-dimensional (3D) image, and is derived assuming a …
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INVESTIGATION OF ADVANCED IMAGE RECONSTRUCTION ALGORITHMS FOR ELECTRON MICROSCOPY
… this dissertation, we investigate a variety of image reconstruction algorithms for tomography and ptychography - two fast growing areas in electron microscopy. Using experimental and simulated data, we examine the limitations of advanced reconstruction algorithms and propose new methods to …
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Synthetic Holograms and Image Reconstruction From Suboptical Diffraction Patterns
Made available in DSpace on 2014-12-10T19:07:11Z (GMT). No. of bitstreams: 1 7317524.pdf: 2494853 bytes, checksum: e386be673969e464aab02428498c39f1 (MD5) Previous issue date: 1973
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Double diffraction of quasiperiodic structures and bayesian image reconstruction
… results. The reverse problem of spectroscopy is reconstruction , that is, given an experimental image, how to reconstruct the original as faithfully as possible. We study the general image reconstruction problem under the Bayesian inference framework. We designed a modified multiplicity prior …
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Three-dimensional image reconstruction in breast ultrasound computed tomography
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-05-01
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COMPRESSIVE SENSING BASED IMAGE RECONSTRUCTION FOR COMPUTED TOMOGRAPHY DOSE REDUCTION
… in the computed tomography (CT) field. Few-view reconstruction using iterative algorithm is an important strategy to reduce the radiation dose. In the iterative CT reconstruction, the projection / backprojection model plays an important role in the overall computational cost, image quality, and …
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