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学术论文

Book charpter:

  1. Weisheng Dong, Xin Li, and Lei Zhang, “Sparsity-regularized image restoration: locality and convexity revisited,” in Image Restoration: Fundamentals and Advances, CRC Press, Bahadir Gunturk and Xin Li (Editors), 2011.

 

国际期刊:

  1. Weisheng Dong, Guangming Shi, Yi Ma, and Xin Li, "Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture," International Journal of Computer Vision (IJCV), to appear, 2015. (Top SCI journal, IF: 3.533)
  2. Weisheng Dong, Xiaolin Wu, and Guangming Shi, "Sparsity fine tuning in Wavelet domain with application to compressive image reconstruction", IEEE Trans. on Image Processing (TIP), vol. 23, no. 12, pp. 5249-5262, 2014. (Top SCI journal, IF: 3.111)
  3. Weisheng Dong, Guangming Shi, Xiaocheng Hu, and Yi Ma, "Nonlocal sparse and low-rank regularization for optical flow estimation," IEEE Trans. on Image Processing (TIP)vol. 23, no. 10, pp. 4527-4538, 2014. (Top SCI journal, IF: 3.111)
  4. Weisheng Dong, Guangming Shi, Xin Li, Yi Ma, and Feng Huang, "Comressive sensing via nonlocal low-rank regularization", IEEE Trans. on Image Processing (TIP), vol. 23, no. 8, pp. 3618-3612, Aug. 2014. (Top SCI journal, IF: 3.111)
  5. Weisheng Dong, Lei Zhang, Guangming Shi, and Xin Li, “Nonlocal centralized sparse representation for image restoration,” IEEE Trans. on Image Processing (TIP), vol. 22, no. 4, pp. 1620-1630, Apr. 2013. (Top SCI journal, IF: 3.199, 126 citations)
  6. Weisheng Dong, Lei Zhang, Rastislav Lukac, and Guangming Shi, “Sparse representation based image interpolation with nonlocal autoregressive modeling,” IEEE Trans. on Image Processing (TIP), vol. 22, no. 4, pp. 1382-1394, Apr. 2013. (Top SCI journal, IF: 3.199, 67 citations)
  7. Weisheng Dong, Guangming Shi, and Xin Li, “Nonlocal image restoration with bilateral variance estimation: a low-rank approach,” IEEE Trans. on Image Processing (TIP), vol. 22, no. 2, pp. 700-711, Feb. 2013. (Top SCI journal, IF: 3.199, 52 citations)
  8. Weisheng Dong, Guangming Shi, Xiaolin Wu, Lei Zhang, “A learning-based method for compressive image recovery,” Journal of Visual Communication and Image Representation, vol. 24, no. 7, pp. 1055-1063, 2013.
  9. Weisheng Dong, Xiafang Yang, and Guangming Shi, “Compressive sensing via reweighted TV and nonlocal sparsity regularisation”, Electronic Letters, vol. 49, no. 3, pp. 184-186, 2013.
  10. Weisheng Dong, Guangming Shi, Xin Li, Lei Zhang, and Xiaolin Wu, “Image reconstruction with locally adaptive sparsity and nonlocal robust regularization,” Signal Processing: Image Communication, vol. 27, pp. 1109-1122, Nov. 2012. (7 citations)
  11. Weisheng Dong, Lei Zhang, Guangming Shi, and Xiaolin Wu,“Image deblurring and super-resolution by adaptive sparse domain selection and adaptive regularization,”IEEE Trans. on Image Processing (TIP), vol. 20, no. 7, pp. 1838-1857, July 2011. (Top SCI journal, IF: 3.042, 366 citations) (One of the most cited papers (top 20) of this transaction in the past 5 years. ESI 0.1% hot paper)
  12. Xiaolin Wu, Weisheng Dong, Xiangjun Zhang, and Guangming Shi, “Model-assisted adaptive recovery of compressed sensing with imaging applications,” IEEE Trans.On Image Processing (TIP), vol. 21, no. 2, Feb. 2012. (Top SCI journalIF: 3.199, 22 citations)
  13. Lei Zhang, Weisheng Dong, Xiaolin Wu, and Guangming Shi “Spatial-temporal color video reproduction from noisy CFA sequence,” IEEE Trans. On Circuits and Systems for Video Technology, vol. 20, no. 6, pp. 838-847, June 2010. (Top SCI journal)
  14. Lei Zhang, Weisheng Dong, David Zhang, Guangming Shi, “Two-stage Image Denoising by Principle Component Analysis with Local Pixel Grouping”, Pattern Recognition, vol. 43, pp. 1531-1549, Apr. 2010. (Top SCI journal, 235 citations, ESI 0.1% hot paper)
  15. Weisheng Dong, Guangming Shi, and Jizheng Xu, “Adaptive nonseparable interpolation for image compression with directional wavelet transform,” IEEE Signal Processing Letters, vol. 15, pp. 233-236, 2008. (26 citations)
  16. Guangming Shi, Weisheng Dong, Xiaolin Wu, and Lei Zhang, “Context-based adaptive image resolution upconversion,” Journal of Electronic Imaging, vol. 19, 013008, 2010. (7 citations)
  17. Weisheng Dong, Guangming Shi, and Li Zhang, “Immune Memory clonal selection algorithms for designing stack filters,” Neurocomputing, pp. 777-784, Jan. 2007. (45 citations)

 

 

国际会议:

  1. Weisheng Dong, Guangyu Li, Guangming Shi, Xin Li, and Yi Ma, "Low-rank tensor approximation with Laplacian scale mixture modeling for multiframe image denoising", in Proc. IEEE Int. Conf. on Computer Vision (ICCV), 2015.
  2. Yongbo Li, Weisheng Dong*,  Guangming Shi, and Xuemei Xie, "Learning parametric distributions for image super-resolution: where patch matching meets sparse coding," in Proc. IEEE Int. Conf. on Computer Vision (ICCV), 2015.
  3. Weisheng Dong, Xin Li, Yi Ma, an Xin Li, "Image reconstruction via Bayesian Structured Sparse Coding", IEEE Int. Conf. on Image Processing, 2014. (Oral, Top 10% Papers)
  4. Weisheng Dong, Xiaolin Wu, and Guangming Shi, "Sparsity fine tuning in Wavelet domain with application to compressive image reconstruction", IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2014.
  5. Weisheng Dong, Guangming Shi, and Xin Li, “Image deblurring with low-rank approximation structured sparse representation,” APSIPA, 2012.(Invited paper)
  6. Weisheng Dong, Xin Li, Lei Zhang, and Guangming Shi, “Sparsity-based image denoising via dictionary learning and structure clustering,” in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 457-464, 2011. (Oral presentation, acceptance rate: 3.5%=59/1677)  (计算机视觉领域顶级会议) (148 citations)
  7. Weisheng Dong, Lei Zhang, and Guangming Shi, “Centralized Sparse Representation for Image Restoration,” in Proc. IEEE Int. Conf. on Computer Vision (ICCV), Barcelona, Spain, 2011.  (计算机视觉领域顶级会议)  (81 citations)
  8. Weisheng Dong, Guangming Shi, Lei Zhang, and Xiaolin Wu, “Super-resolution with nonlocal regularized sparse representation,” in Proc. SPIE Visual Communications and Image Processing (VCIP), July 2010. (Best Paper Award) (32 citations)
  9. Weisheng Dong, Xin Li, Lei Zhang, and Guangming Shi, “Sparsity-based image deblurring with locally adaptive and nonlocally robust regularization,” in Proc. IEEE International Conference on Image Processing (ICIP), 2011.
  10. Weisheng Dong, Xiaolin Wu, Guangming Shi, and Lei Zhang, “Context-based bias removal of statistical models of wavelet coefficients for image denoising,” in Proc. IEEE International Conference on Image Processing (ICIP), Oct. 2009.
  11. Weisheng Dong, Lei Zhang, Guangming Shi, and Xiaolin Wu, “Nonlocal back-projection for adaptive image enlargement,” in Proc. IEEE International Conference on Image Processing (ICIP), Oct. 2009. (93 citations)
  12. Fangfang Wu, Guangming Shi, Weisheng Dong, and Xiaolin Wu, “Learning-based recovery of compressive sensing with application in multiple description coding,” in Proc. IEEE International Workshop on Multimedia Signal Processing (MMSP), Oct. 2009.
  13. Weisheng Dong, Guangming Shi, and Jizheng Xu, “Signal-adapted directional lifting scheme for image compression,” in Proc. IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1392-1395, 2008.
  14. Guangming Shi, Weisheng Dong, and Li Zhang, “A new fast algorithm for training large window stack filters,” in Proc. International Conference on Natural Computation (ICNC), pp. 724-733, 2006.
  15. Guangming Shi, Weisheng Dong, “The design and implementation of stack filter based on immune memory clonal algorithms with hybrid computation,” in Proc. IEEE International Midwest Symposium on Circuits and Systems (IMSCS), pp. 7-10, Aug. 2005.
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