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    • 4. 发明申请
    • METHOD AND SYSTEM FOR IMAGE RESTORATION IN THE SPATIAL DOMAIN
    • 用于空间域中图像恢复的方法和系统
    • WO2009073006A1
    • 2009-06-11
    • PCT/US2007/024916
    • 2007-12-04
    • HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.BANNER, RonAHARON, MichalSTAELIN, Carl
    • BANNER, RonAHARON, MichalSTAELIN, Carl
    • G06T5/00
    • G06T5/002G06T5/003G06T2207/20024G06T2207/20182
    • Method and system embodiments of the present invention are directed to restoration of corrupted images using spatial-domain image-processing methods that can effectively employ spatial-domain information both in order to avoid various types of artifacts and distortions produced by frequency-domain image-processing operations and to achieve computational efficiency. The various method and system embodiments of the present invention employ a family of penalty functions to constrain iterative restoration images corrupted by both deterministic corruptions, such as motion-induced blur and blurring due to optical misalignment, incorrect positioning of optical components, and defective optical components as well as essentially non-deterministic noise corruption introduced at various stages of image acquisition, image encoding, image storage, and image transmission.
    • 本发明的方法和系统实施例涉及使用可以有效地采用空间域信息的空间域图像处理方法来恢复损坏的图像,以便避免由频域图像处理产生的各种类型的假象和失真 操作和实现计算效率。 本发明的各种方法和系统实施例使用一系列惩罚函数来约束由确定性损坏所破坏的迭代恢复图像,例如由于光学偏移导致的运动引起的模糊和模糊,光学部件的不正确定位和有缺陷的光学部件 以及在图像采集,图像编码,图像存储和图像传输的各个阶段引入的基本上非确定性的噪声损坏。