Reconstruction of high-resolution image from movie frames.
by Ling Kai Tung. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2003. === Includes bibliographical references (leaves 44-45). === Abstracts in English and Chinese. === Chapter 1 --- Introduction --- p.7 === Chapter 2 --- Fundamentals --- p.9 === Chapter 2.1 --- Digital image representatio...
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ndltd-cuhk.edu.hk-oai-cuhk-dr-cuhk_3242862019-02-26T03:36:22Z Reconstruction of high-resolution image from movie frames. Image reconstruction--Mathematics Image processing--Digital techniques by Ling Kai Tung. Thesis (M.Phil.)--Chinese University of Hong Kong, 2003. Includes bibliographical references (leaves 44-45). Abstracts in English and Chinese. Chapter 1 --- Introduction --- p.7 Chapter 2 --- Fundamentals --- p.9 Chapter 2.1 --- Digital image representation --- p.9 Chapter 2.2 --- Motion Blur --- p.13 Chapter 3 --- Methods for Solving Nonlinear Least-Squares Prob- lem --- p.15 Chapter 3.1 --- Introduction --- p.15 Chapter 3.2 --- Nonlinear Least-Squares Problem --- p.15 Chapter 3.3 --- Gauss-Newton-Type Methods --- p.16 Chapter 3.3.1 --- Gauss-Newton Method --- p.16 Chapter 3.3.2 --- Damped Gauss-Newton Method --- p.17 Chapter 3.4 --- Full Newton-Type Methods --- p.17 Chapter 3.4.1 --- Quasi-Newton methods --- p.18 Chapter 3.5 --- Constrained problems --- p.19 Chapter 4 --- Reconstruction of High-Resolution Images from Movie Frames --- p.20 Chapter 4.1 --- Introduction --- p.20 Chapter 4.2 --- The Mathematical Model --- p.22 Chapter 4.2.1 --- The Discrete Model --- p.23 Chapter 4.2.2 --- Regularization --- p.24 Chapter 4.3 --- Acquisition of Low-Resolution Movie Frames --- p.25 Chapter 4.4 --- Experimental Results --- p.25 Chapter 4.5 --- Concluding Remarks --- p.26 Chapter 5 --- Constrained Total Least-Squares Computations for High-Resolution Image Reconstruction --- p.31 Chapter 5.1 --- Introduction --- p.31 Chapter 5.2 --- The Mathematical Model --- p.32 Chapter 5.3 --- Numerical Algorithm --- p.37 Chapter 5.4 --- Numerical Results --- p.39 Chapter 5.5 --- Concluding Remarks --- p.39 Bibliography --- p.44 Ling, Kai Tung. Chinese University of Hong Kong Graduate School. Division of Mathematics. 2003 Text bibliography print 45 leaves : ill. (some col.) ; 30 cm. cuhk:324286 http://library.cuhk.edu.hk/record=b5891684 eng chi Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) http://repository.lib.cuhk.edu.hk/en/islandora/object/cuhk%3A324286/datastream/TN/view/Reconstruction%20of%20high-resolution%20image%20from%20movie%20frames.jpghttp://repository.lib.cuhk.edu.hk/en/item/cuhk-324286 |
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English Chinese |
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Image reconstruction--Mathematics Image processing--Digital techniques |
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Image reconstruction--Mathematics Image processing--Digital techniques Reconstruction of high-resolution image from movie frames. |
description |
by Ling Kai Tung. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2003. === Includes bibliographical references (leaves 44-45). === Abstracts in English and Chinese. === Chapter 1 --- Introduction --- p.7 === Chapter 2 --- Fundamentals --- p.9 === Chapter 2.1 --- Digital image representation --- p.9 === Chapter 2.2 --- Motion Blur --- p.13 === Chapter 3 --- Methods for Solving Nonlinear Least-Squares Prob- lem --- p.15 === Chapter 3.1 --- Introduction --- p.15 === Chapter 3.2 --- Nonlinear Least-Squares Problem --- p.15 === Chapter 3.3 --- Gauss-Newton-Type Methods --- p.16 === Chapter 3.3.1 --- Gauss-Newton Method --- p.16 === Chapter 3.3.2 --- Damped Gauss-Newton Method --- p.17 === Chapter 3.4 --- Full Newton-Type Methods --- p.17 === Chapter 3.4.1 --- Quasi-Newton methods --- p.18 === Chapter 3.5 --- Constrained problems --- p.19 === Chapter 4 --- Reconstruction of High-Resolution Images from Movie Frames --- p.20 === Chapter 4.1 --- Introduction --- p.20 === Chapter 4.2 --- The Mathematical Model --- p.22 === Chapter 4.2.1 --- The Discrete Model --- p.23 === Chapter 4.2.2 --- Regularization --- p.24 === Chapter 4.3 --- Acquisition of Low-Resolution Movie Frames --- p.25 === Chapter 4.4 --- Experimental Results --- p.25 === Chapter 4.5 --- Concluding Remarks --- p.26 === Chapter 5 --- Constrained Total Least-Squares Computations for High-Resolution Image Reconstruction --- p.31 === Chapter 5.1 --- Introduction --- p.31 === Chapter 5.2 --- The Mathematical Model --- p.32 === Chapter 5.3 --- Numerical Algorithm --- p.37 === Chapter 5.4 --- Numerical Results --- p.39 === Chapter 5.5 --- Concluding Remarks --- p.39 === Bibliography --- p.44 |
author2 |
Ling, Kai Tung. |
author_facet |
Ling, Kai Tung. |
title |
Reconstruction of high-resolution image from movie frames. |
title_short |
Reconstruction of high-resolution image from movie frames. |
title_full |
Reconstruction of high-resolution image from movie frames. |
title_fullStr |
Reconstruction of high-resolution image from movie frames. |
title_full_unstemmed |
Reconstruction of high-resolution image from movie frames. |
title_sort |
reconstruction of high-resolution image from movie frames. |
publishDate |
2003 |
url |
http://library.cuhk.edu.hk/record=b5891684 http://repository.lib.cuhk.edu.hk/en/item/cuhk-324286 |
_version_ |
1718983138145730560 |