Using Refined Least Square Image Matching to Improve 3D Reconstruction under Gaussian Blur and Motion Blur images

............................................................................................................................ 3 ACKNOWLEDGMENTS ......................................................................................................... 5 TABLE OF CONTENTS ........................................................................................................... 6 LIST OF FIGURES .................................................................................................................. 8 LIST OF TABLES......................................................................................................................9 Chapter 1 – Introduction.....................................................................................................10 1.1 Background........................................................................................................10 1.2 Research Significance .......................................................................................12 1.3 Research Objective ...........................................................................................13 Chapter 2 – Methodology ..................................................................................................14 2.1 Cross Correlation (CC).......................................................................................14 2.2 Least Square Matching Fundamentals..............................................................18 2.3 Template Window Size Selection......................................................................22 2.4 Bound Constraints Optimization ......................................................................24 2.5 Three-Dimension Reconstruction Evaluation Using Blurred Images................27 Chapter 3 – Results.............................................................................................................32 3.1 Template Size selection........................................................................................32 3.2 Bound Optimization..........................................................................................39 3.3 3D Reconstruction Improvement Using Refined LSM ......................................45 Chapter 4 – The Conclusion................................................................................................49