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基于边缘特性保持的图像放大算法

Edge-Preserved Image Enlargement Method
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摘要 伴随着数字设备的升级,人们对数字图像的质量要求也随之不断提高。如果需要对获取的物体图像中某些特定的细节进行仔细观察时,需要对图像进行放大,然而在图片放大过程中会产生锯齿状和图像模糊的现象,为了解决上述实际问题,提出通过边缘检测算法、内插算法和平滑化修补算法对边缘图像进行增强,进而进行图片放大。实验验证,提出的算法可以使图像放大的效果得到明显的改善。 With the development of digital device, people's requirement about the quality of digital images is improved. If the object of the image needed to look closely,it required to en- large. However, there will be some problems in digital image processing. A low-resolution image which is displayed on a high resolution digital device requires amplification process,and the enlarged image results in jagged and image blurring phenomenon. In order to address the practical problems, proposes edge detection algorithm, edge-adaptive interpolation algorithm and edge smoothing algorithm to enlarge image. The simulations prove that the proposed method can effectively modify the image quality.
作者 李思慧
出处 《武警工程大学学报》 2015年第4期26-30,共5页 Journal of Engineering University of the Chinese People's Armed Police Force
关键词 图像放大 边缘检测 边缘适应性内插 边缘平滑 image erlargement edge detection edge-adaptive interpolation edge smoothing
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参考文献6

  • 1Hadhoud, M M, Abd El-samie, El-Khamy, New Trends in High Resolution Image Proeessing[J]. Photonies and Its Ap- plication, 2004,3(6) :22-23.
  • 2Unser, M, Bethesda M, Aldroubi A, et al. Fast B-spline Transform for Continuous Image Representation and Interpo- lation[J]. Pattern Analysis and Machine Intelligence, 1991 (3):277 285.
  • 3张慧玉,祝轩,王蕾.基于PDE的图像放大方法研究[J].西安石油大学学报(自然科学版),2009,24(5):79-81. 被引量:4
  • 4Kim, C H,Seong S M,LEE J A,et al. Winscale:an Image- Sealing Algorithm Using an Area Pixel Model [J].Circuits and Systems for Video Technology, 2003, 13(6) : 549-553.
  • 5Li X, Orchard M T, New Edge-Directed Interpolation [J]. Im- age Processing, 2001, 10(10) :1521-1527.
  • 6Canny, J F, A Computational Approach to Edge Detection [J].Pattern Analysis and Machine Intelligence, 1986, 8(6): 679-698.

二级参考文献4

  • 1朱宁,吴静,王忠谦.图像放大的偏微分方程方法[J].计算机辅助设计与图形学学报,2005,17(9):1941-1945. 被引量:49
  • 2Weikert J. Anisotropic Diffusion in Image Processing[ M]. Stuttgart, Germany, 1998.
  • 3Perona P, Malik J. Scale-space and edge detection using anisotropic diffusion [ J ]. IEEE Trans PAMI, 1990, 12 (7) :629-639.
  • 4Kass M,Witkin A,Terzopolos D. Snakes:active contour models [ J ]. International Journal of computer Vision, 1987,1 (1) :321-331.

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