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One paper has been accepted by TIP.

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  1. Simultaneous Nonlocal Self-Similarity Prior for Image Denoising.

    Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou and Ce Zhu. In Proc.of the 26th IEEE International Conference on Image Processing (ICIP 2019). Taiwan, China, pp. xx-xx, 2019. (CCF C)[Full paper]

  2. A Comparative Study for the Nuclear Norms Minimization Methods.

    Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou and Ce Zhu. In Proc.of the 26th IEEE International Conference on Image Processing (ICIP 2019). Taiwan, China, pp. xx-xx, 2019. (CCF C) [Full paper]

  3. Joint Patch-Group Based Sparse Representation for Image Inpainting.

    Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou and Ce Zhu. In Proc. of the 10h Asian Conference on Machine Learning (ACML 2018). Beijing, China, pp. 145-160, 2018. (CCF C) [Full paper]  JPG_SR_Code.rar

  4. Group Sparsity Residual with Non-Local Samples for Image Denoising.

    Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang and Xin Yuan. In Proc. of the 43th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018). Calgary, Canada, pp. 1353-1357, 2018. (CCF B) (Oral) [Full paper]   GSR_NLS_Demo.rar

  5. Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image Restoration.

    Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang and Xin Yuan. Neurocomputing, 2018. (SCI, JCR 2, IF 3.317, CCF C)  [Full paper] WLP_ADMM_Demo.rar

  6. Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior.

    Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Yang Chen, Lan Tang and Xin Liu. Neurocomputing, Volume 275, Pages 2294-2306, 2018. (SCI, JCR 2, IF 3.317, CCF C) [Full paper] GSRC_ENSS.rar

  7. Group-based Sparse Representation for Image Compressive Sensing Reconstruction with Non-Convex Regularization.

    Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Lan Tang and Xin Liu, Neurocomputing, Volume 296, Pages 55-63,2018. (SCI, JCR 2, IF 3.317, CCF C) [Full paper] GSR_IST_CS_Demo.rar

  8. Image denoising using group sparsity residual and external nonlocal self-similarity prior.

    Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai and Lan Tang. In Proc.of the 24th IEEE International Conference on Image Processing (ICIP 2017). Beijing, China, pp. 1787-1791, 2017. (CCF C) (Poster) [Full paper]GSRC_ENSS.rar

  9. Non-Convex Weighted Lp Minimization based Group Sparse Representation Framework for Image Denoising.

    Qiong Wang, Xinggan Zhang, Yu Wu, Lan Tang and Zhiyuan Zha*. IEEE Signal Processing Letters, vol. 24, no. 11, pp. 1686-1690. Nov. 2017. (SCI, JCR 3, IF 2.528, CCF C, Corresponding Author.) [Full paper]GSR_GST.rar

  10. Analyzing the Group Sparsity based on the Rank Minimization Methods

    Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang. In Proc. of the 18th IEEE International Conference on Multimedia and Expo (ICME 2017), Hong Kong, China, pp. 883-88, 2017. (CCF B) (Oral)  [Full paper] GSC_WLp_Demo.rar ( Best Paper Award.)

  11. Image denoising via group sparsity residual constraint

    Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang and Xinggan Zhang. In Proc. of the 42th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, USA, pp. 1787-1791, 2017. (CCF B) (Poster) [Full paper] (Code: GSRC_V2.0.rar)

  12. Compressed sensing image reconstruction via adaptive sparse nonlocal regularization

    Zhiyuan Zha, Xin Liu, Xinggan Zhang, Yang Chen, Lan Tang, Yechao Bai, Qiong Wang, Zhenhong Shang.TheVisual Computer, vol. 34, issue 1, pp. 117-137, Jan. 2018. (SCI, JCR 4, IF 1.468, CCF C)[Full Paper](Code:ASNR_CS_Test.rar)

Journal Reviewer

IEEE Transactions on Image Processing (TIP) (Since November 2016)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (Since August 2018)

Computers and Mathematics with Applications  (Since June 2017)

Journal of Computational and Applied Mathematics (Since April 2018)

Neurocomputing (Since July 2018)

Signal Processing : Image Communication (Since April 2019)

IEEE ACCESS (Since August 2018)

International Journal of Wavelet,Multiresolution and Information Processing (Since November 2018)

Conference Reviewer

IEEE International Conference on Multimedia and Expo (ICME) 2019

IEEE International Conference on Image Processing (ICIP) 2019

Email: zhazhiyuan.mmd@gmail.com

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