Reconstruction of high-resolution image from movie frames.

• Other Authors: Ling, Kai Tung.
• Format: Others
• Language: English; Chinese
• Published: 2003
• Subjects: Image reconstruction > Mathematics; Image processing > Digital techniques
• Online Access: http://library.cuhk.edu.hk/record=b5891684; http://repository.lib.cuhk.edu.hk/en/item/cuhk-324286

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