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畸变全日面观测图像的修复 被引量:1

A New Approach for Correcting Distortions in Full-Disk Solar Images
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摘要 欠佳的平场改正或者不理想的光路会导致全日面观测图像的畸变。针对这一问题,提出了一种解决方案,并给出了详细的算法描述。该算法的核心是扣除一个均匀的径向轮廓曲线,然后在残差图像上进行大尺度中值滤波以获得光滑的改正曲面。通过这一算法,可以极大改善全日面图像的畸变,提高图像质量。最后还对该方法的局限性进行了讨论。 Due to low-quality flatfields used for corrections or the vignetting effects of telescopes,some full-disk solar images show large-scale non-radial distortions. In this paper we propose a processing procedure to fix this problem. The steps are( 1) calculating the location of the center of the sun in a raw image,( 2) transforming the raw image with the full-disk centered under the Cartesian coordinates to that under the polar coordinates,( 3) calculating the median of the pixel values at each radius from the solar center in the raw image,which yields an average radial profile,( 4) fitting the radial profile with a high-order polynomial function,( 5) removing the radial profile from the raw image resulting in a residual image,( 6) creating a model of the distortion pattern for correction by smoothing the residual image in( 5) with a large-scale median filter,and( 7) producing the final corrected image by a standard procedure. It is apparent that the key factor for the correction is the value of the window width of the median filter. According to our experience a value of the window width between 2% to 5% of the solar angular diameter is suitable for the correction of a full-disk solar image in most cases. We have processed several distorted images and show the results in the paper. This procedure should effectively repair distortions of full-disk solar images and significantly improve image quality. We discuss some drawback of this approach in the paper as well.
出处 《天文研究与技术》 CSCD 2014年第1期54-59,共6页 Astronomical Research & Technology
基金 国家自然科学基金(11303011 11263004 11163004 U1231205)资助
关键词 太阳图像 全日面 图像修复 中值滤波 Solar image Full-disk Image correction Median filter
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参考文献11

  • 1Global High-Resolution H-alpha Network [ EB/OL]. [ 2013-03-31 ]. http ://swrl.njit.edu/ghn_web/.
  • 2Global Oscillation Network Group [ EB/OL]. [ 2013-03-31 ]. http://gong.nso.edu/.
  • 3Kuhn J R, Lin H, Loranz D. Gain calibrating nonuniform image-array data using only the image data [J]. Publications of the Astronomical Society of the Pacific, 1991, 103: 1097-1108.
  • 4Zharkova V V, Ipson S S, Zharkov S I, et al. A full-disk image standardisation of the synoptic solar observations at the Meudon Observatory [J]. Solar Physics, 2003, 214(1) : 89-105.
  • 5Denker C, Johannesson A, Marquette W, et al. Synoptic H full-disk observations of the sun from Big Bear Solar Observatory-I. instrumentation, image Processing, data products, and first results [J]. Solar Physics, 1999, 184(1) : 87-102.
  • 6Walton S R, Preminger D G. Restoration and photometry of full-disk solar images [ J ]. The Astrophysical Journal, 1999, 514(2):959-971.
  • 7Toner C G, Jefferies S M, Duvall Jr T L, et al. Restoration of long-exposure full-disk solar intensity images [J]. The Astrophysical Journal, 1997, 478(2): 817-827.
  • 8Zharkova V, Ipson S, Benkhalil A, et al. Feature recognition in solar images [ J ]. Artificial Intelligence Review, 2004, 23 (3) : 209-266.
  • 9Veronig A, Steinegger M, Otruba W, et al. Automatic image segmentation and feature detection in solar full-disk images [ C ]// A. Wilson Noordwijk, Netherlands. The solar cycle and terrestrial climate, solar and space weather euroconference. Proceedings of the 1 st Solar and Space Weather Euroconference. Netherlands : ESA Publications Division, 2000, 463 : 455-458.
  • 10Toner C G, Jefferies S M. Accurate measurement of the geometry for a full-disk solar image and estimation of the observational point spread function [ J ]. The Astrophysical Journal, 1993, 415: 852-861.

同被引文献11

  • 1The GONG network of sites[EB/OL].[2015-06-09]. http://gong.nso.edu/sites/.
  • 2Hill F, Fischer G, Forgach S, et al. The Global Oscillation Network Group site survey, 2:results[J]. Solar Physics, 1994, 152(2):351-379.
  • 3Fuller N, Aboudarham J, Bentley R D. Filament recognition and image cleaning on Meudon Hα spectroheliograms[J]. Solar Physics, 2005, 227(1):61-73.
  • 4Feng Song, Lin Jiaben, Yang Yunfei, et al. Automated detecting and removing cloud shadows in full-disk solar images[J]. New Astronomy, 2014, 32(10):24-30.
  • 5Wang Z, Bovik A C, Sheikh H R, et al. Image quality assessment:from error visibility to structural similarity[J]. IEEE Transactions on Image Processing, 2004, 13(4):600-612.
  • 6Goyal N, Ormont J, Sankaralingam K, et al. January 2008 signature matching in network processing using SIMD/GPU architectures[R]. Cs Technical Reports, 2008.
  • 7Kirk D. NVIDIA CUDA software and GPU parallel computing architecture[C]//Proceedings of the 6th International Symposium on Memory Management. 2007:578.
  • 8Shen Yangbin, Lin Jiaben, Ji Kaifan, et al. New real-time correlation solar observing system based on GPU for acquiring the deep-integration magnetogram[J]. New Astronomy, 2013, 25(2):32-37.
  • 9罗鹭鸶,杨云飞,季凯帆,邓辉.基于临边昏暗轮廓的Hα全日面太阳图像质量评价[J].天文学报,2013,54(4):392-400. 被引量:2
  • 10朱海波,杨云飞,邓辉,季凯帆.Hα全日面太阳图像云污染的去除[J].天文研究与技术,2014,11(2):134-139. 被引量:2

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