期刊文献+

基于频域多尺度小波变换的CR图像超分辨率增强 被引量:1

Super-Resolution Enhancement of CR Based on Frequency Domain Multi-Scale Wavelet Transformation
下载PDF
导出
摘要 针对CR(Computed Radiography)成像过程中分辨率不足的问题,提出了一种基于小波变换的超分辨率增强方法。该方法通过小波分析方法对低频尺度系数进行灰度值分割,对高频小波系数进行增益操作,并给出了小波系数增强策略。对CR胸部透视图像进行算法验证的结果表明,该算法改善了图像的视觉效果,从而验证了该算法的正确性和有效性。 For the purpose of improving the resolution of CR (Computed Radiography) images, we present a new method based on wavelettransform. The grey level of image is segmented by low frequency coefficient, high frequency coefficient is strengthened anda new enhanced strategy of coefficient is given. The algorithm confirmation has executed to the CR perspective image of the chest, the image visual effect has been improved, and the algorithm accuracy and the validity has been confirmed.
出处 《吉林大学学报(信息科学版)》 CAS 2009年第3期289-292,共4页 Journal of Jilin University(Information Science Edition)
基金 中国科学院二期创新基金资助项目(C02E06Z)
关键词 小波变换 CR图像 超分辨率 wavelet transform computed radiography (CR) image super-resolution
  • 相关文献

参考文献14

  • 1郭蔚,陈雅颂.自适应联合小波去噪算法[J].吉林大学学报(信息科学版),2007,25(2):145-150. 被引量:4
  • 2窦慧晶,王树勋,汪飞.相关乘性和加性噪声背景下的二维谐波恢复[J].吉林大学学报(信息科学版),2005,23(1):1-5. 被引量:5
  • 3孙延奎编著..小波分析及其应用[M].北京:机械工业出版社,2005:285.
  • 4ZIYA TELATAR. Adaptive Filter Design for Image Deblurring by Using Multi-Criteria Blurred Image Information [ J]. Digital Signal Processing, 2005, 15 (1) : 4-18. 被引量:1
  • 5刘卫华,水鹏朗.多个小波基的联合图像去噪方法[J].系统工程与电子技术,2005,27(9):1511-1514. 被引量:13
  • 6RAMPONI G, TENZE L, CARRATO S, et al. Nonlinear Contrast Enhancement Based on the Retinex Approach [ C ] //Image Processing: Algorithms and Systems Ⅱ, SPIE 2003. Santa Clara, CA, USA: [s. n. ], 2003: 169-177. 被引量:1
  • 7LEE J S. Speckle Suppression and Analysis for Synthetic Aperture Radar Image [J]. Optical Engineering, 1986, 25 (5) : 636-643. 被引量:1
  • 8KUAN D T, SAWCHUK A, STRAND T, et al. Adaptive Restoration of Image with Speckle [ J ]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1987, 35 (3) : 373-383. 被引量:1
  • 9FROST V S, STILES J A, SHANMUGAN K S, et al. A Model for Radar Image and Its Application to Adaptive Digital Filtering of Multiplicative Noise [ J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1982, 4 (4) : 157-165. 被引量:1
  • 10DONOHO D L, JOHNSTONE I M. Ideal Spatial Adaptation by Wavelet Shrinkage [J]. Biometrika, 1994, 81 (3) : 425- 455. 被引量:1

二级参考文献41

共引文献65

同被引文献16

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部