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Mathematical Problems in Engineering
Volume 2013, Article ID 743546, 10 pages
http://dx.doi.org/10.1155/2013/743546
Research Article

Neural Network Blind Equalization Algorithm Applied in Medical CT Image Restoration

1School of Information Engineering, Tianjin University of Commerce, Tianjin 300134, China
2School of Electric Information Engineering, Tianjin University, Tianjin 300072, China
3Shanxi Academy of Medical Sciences, Shanxi Dayi Hospital, Taiyuan 030024, China

Received 21 November 2012; Revised 21 January 2013; Accepted 8 February 2013

Academic Editor: Erwei Bai

Copyright © 2013 Yunshan Sun et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [13 citations]

The following is the list of published articles that have cited the current article.

  • Zohair Al-Ameen, Ghazali Sulong, Amjad Rehman, Mznah Al-Rodhaan, Tanzila Saba, and Abdullah Al-Dhelaan, “Phase-preserving approach in denoising computed tomography medical images,” Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, vol. 5, no. 1, pp. 16–26, 2014. View at Publisher · View at Google Scholar
  • Zohair Al-Ameen, and Ghazali Sulong, “Attenuating noise from computed tomography medical images using a coefficients-driven total variation denoising algorithm,” International Journal of Imaging Systems and Technology, vol. 24, no. 4, pp. 350–358, 2014. View at Publisher · View at Google Scholar
  • Zohair Al-Ameen, and Ghazali Sulong, “A novel Zohair filter for deblurring computed tomography medical images,” International Journal of Imaging Systems and Technology, vol. 25, no. 3, pp. 265–275, 2015. View at Publisher · View at Google Scholar
  • Zohair Al-Ameen, and Ghazali Sulong, “Deblurring Computed Tomography Medical Images Using a Novel Amended Landweber Algorithm,” Interdisciplinary Sciences: Computational Life Sciences, vol. 7, no. 3, pp. 319–325, 2015. View at Publisher · View at Google Scholar
  • Yunshan Sun, Liyi Zhang, Haiyan Zhang, and Jingyu Zhang, “Multichannel blind CT image restoration via variable splitting and alternating direction method,” Transactions of Tianjin University, vol. 21, no. 6, pp. 524–532, 2015. View at Publisher · View at Google Scholar
  • Chengkai Tang, Baowang Lian, and Yi Zhang, “Nonlinear equalization with symbol error aided in beidou satellite navigation communication system,” Lecture Notes in Electrical Engineering, vol. 341, pp. 37–45, 2015. View at Publisher · View at Google Scholar
  • Er-Fu Wang, Yuan-Shuo Zheng, and Xin-Wu Chen, “Neural network blind equalization optimized by parallel genetic algorithm with partial elitist strategy,” Tongxin Xuebao/Journal on Communications, vol. 37, no. 7, pp. 193–198, 2016. View at Publisher · View at Google Scholar
  • Yunshan Sun, Liyi Zhang, and Haiyan Zhang, “Complex System Blind Equalization Algorithm for Equivalent Multichannel CT Image Restoration,” Journal Of Medical Imaging And Health Informatics, vol. 6, no. 2, pp. 555–561, 2016. View at Publisher · View at Google Scholar
  • Manoj Kumar, and Manoj Diwakar, “A new exponentially directional weighted function based CT image denoising using total variation,” Journal of King Saud University - Computer and Information Sciences, 2016. View at Publisher · View at Google Scholar
  • Zohair Al-Ameen, and Ghazali Sulong, “Prevalent degradations and processing challenges of computed tomography medical images: A compendious analysis,” International Journal of Grid and Distributed Computing, vol. 9, no. 10, pp. 107–118, 2016. View at Publisher · View at Google Scholar
  • Jingyu Zhang, Yunshan Sun, Yuan Zhang, and Jianfu Teng, “Double regularization medical CT image blind restoration reconstruction based on proximal alternating direction method of multipliers,” EURASIP Journal on Image and Video Processing, vol. 2017, no. 1, 2017. View at Publisher · View at Google Scholar
  • Hasan Koyuncu, and Rahime Ceylan, “Elimination of white Gaussian noise in arterial phase CT images to bring adrenal tumours into the forefront,” Computerized Medical Imaging and Graphics, vol. 65, pp. 46–57, 2018. View at Publisher · View at Google Scholar
  • Teng Fei, Xiaopei Liu, Yunshan Sun, Liyi Zhang, and Jingyu Zhang, “Improving Medical CT Image Blind Restoration Algorithm Based on Dictionary Learning by Alternating Direction Method of Multipliers,” Australian Journal of Political Science, vol. 52, no. 1, pp. 49–59, 2018. View at Publisher · View at Google Scholar