西北大学课程论文
目录
摘要 ........................................................................................................................................................... 1
Abstract .................................................................................................................................................... 2
第一章 绪论 ............................................................................................................................................. 1
1.1 课题研究背景和意义...............................................................................................................1
1.2 国内外研究现状 .......................................................................................................................1
第二章 基于小波变换的图像去噪算法 .................................................................................................3
2.1 算法概述 ...................................................................................................................................3
2.2 改进的小波阈值算法...............................................................................................................3
2.3 改进的中值滤波方法...............................................................................................................5
2.4 算法结构 ...................................................................................................................................5
2.5 去噪结果 ...................................................................................................................................7
第三章 基于三次 B 样条小波变换的图像边缘检测算法 .....................................................................8
3.1 边缘检测原理 ...........................................................................................................................8
3.2 去伪影结果 ................................................................................................................................9
第四章 基于刚性变换的图像配准方法 ...............................................................................................10
4.1 基于点特征的配准方法 .........................................................................................................10
4.2 基于灰度信息的配准方法 .....................................................................................................10
4.3 刚体配准结果 .........................................................................................................................10
第五章 基于深度学习的图像配准方法 ...............................................................................................11
5.1 基于有监督的深度学习配准框架 .........................................................................................11
5.2 基于弱监督深度学习配准框架 .............................................................................................11
5.3 深度学习模型构建 .................................................................................................................12
5.4 配准结果 .................................................................................................................................14
第六章 讨论与展望 ............................................................................................................................... 17
参考文献 ................................................................................................................................................. 18
