Welcome to My Homepage Zhonggui Sun (Peng Luo) received the B.Sc. degree in Mathematics from Shandong Normal University, China, in 1996. In 2006, he received the M.Sc. degree in Computer Software and Theory from Sichuan Normal University, China. And in 2014, he received the Ph.D. degree in Computer Application Technology from Nanjing University of Aeronautics and Astronautics, China. From 2016 to 2017, he was a visiting scholar at Xidian University, China. Currently, he is a professor at the School of Mathematical Sciences, Liaocheng University, China. His research interests include image processing and machine learning. Research· Image processing and machine learning
Recent Publications· Z. Sun, H. Sun, M. Zhang, J. Li, X. Gao. A Non-Local Block with Adaptive Regularization Strategy. IEEE Signal Processing Letters (IEEE-SPL)，vol. 31, pp. 331-335, 2024. [pdf | project | code] · Z. Sun, M. Zhang, H. Sun, J. Li, T. Liu，X. Gao. Multi-Modal Deep Convolutional Dictionary Learning for Image Denoising. Neurocomputing，vol.562, pp.1-11, 2023. [pdf | project | code] · H. Sun, M. Zhang, C. Zhang, Q. Guo, Z. Sun*. CADnCNN: Improving DnCNN Denoising with Cross Attention. 2023 The International Conference on Machine Learning, Cloud Computing and Intelligent Mining (MLCCIM 2023), pp. 245-249, IEEE, 2023. [project] · Z. Sun, M. Lyu, J. Li, Y. Wang, X.-B. Gao. A Local-Nonlocal Mathematical Morphology. Neurocomputing, vol 495, pp. 51-61, 2022.[pdf | project | code] · X. Yang, M. Sun, M. Zhang, Z. Sun*. Deep Convolutional Dictionary Learning for Multi-modal Image Denoising. 2022 The International Conference on Machine Learning, Cloud Computing and Intelligent Mining (MLCCIM 2022), pp. 308-312, IEEE, 2022. [project] · S. Yang, H. Sun, M. Zhang, Z. Sun*. Multi-kernel non-local neural network for semantic segmentation. Third International Conference on Computer Science and Communication Technology (ICCSCT 2022), pp. 1670-1674, SPIE, 2022. [project] · J. Zhang, Z. Sun, X. Kong, J. Zhang. A vectorial minimized surface regularizer based image registration model and its numerical algorithm.Applied Mathematical Modelling (AMM), vol.106, pp. 150-176, 2022. [pdf] · T. Liu, L. Xing, Z. Sun*. Study on the convergence of plug-and-play ISTA with adaptive-kernel denoisers. IEEE Signal Processing Letters (IEEE-SPL), vol. 28, pp. 1918-1922, 2021.[pdf | project | code] · Z. Sun, T. Liu, J. Li, Y. Wang, X.-B. Gao. Patch-based Co-occurrence Filter with Fast Adaptive Kernel. Signal Processing (SP), vol. 185, pp. 1-11, 2021.[pdf | project | code] · L. Xing, Z. Sun*, Y. Fan. Static/dynamic filter with nonlocal regularizer. Journal of Electronic Imaging (JEI), vol. 30, no.1, pp. 1-16, 2021. [pdf | project | code] · Z. Sun, B. Han, J. Li, J. Zhang, X.-B. Gao. Weighted Guided Image Filtering with Steering Kernel. IEEE Trans. on Image Processing (IEEE-TIP), vol. 29, pp. 500-508, 2020. [pdf | project | code] · 孙忠贵,高新波,张冬梅,李洁,王颖.一个具有附益性及保序性算子的形态学非局部拓展.电子学报,Vol.46, No.8, pp.1969-1975, 2018. [pdf] · 孙梦迪,孙忠贵*,孔旭,韩红燕.针对多模态图像的自适应引导形态学设计.计算机应用,vol.43, No.2, pp.560-566, 2023. [pdf] · Z. Sun*, X.-B. Gao, D. Zhang. A Nonlocal Operator Model for Morphological Image Processing. 2017 IEEE International Conference on Image Processing (ICIP 2017), pp. 230-234, February 20, 2018.[pdf] · L. Qiao, L. Zhang, Z. Sun, X. Liu. Selecting label-dependent features for multi-label classification. Neurocomputing (Elsevier), vol.259, no.1, pp.112-118, 2017. [pdf] · 孙忠贵.图像处理基础与实践(Matlab版).ISBN: 9787302456551, 清华大学出版社,2016. [project] · Z. Sun, S. Chen, L. Qiao. A Two-step Regularization Framework for Non-local Means. Journal of Computer Science and Technology (JCST), vol.29, no.6, pp.1026-1037, 2014. [pdf ]
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Z. Sun, S. Chen, L. Qiao. A General Non-local Denoising
Model Using Multi-Kernel-Induced Measures. Pattern Recognition
(PR), vol.
47, pp. 1751-1763, 2014.
·
Z. Sun and S. Chen. Analysis of Non-Local Euclidean Medians and
Its Improvement. IEEE Signal Processing Letters
(IEEE-SPL), vol.20, no.4, pp.303-306,
2013.
·
Z. Sun and S. Chen. Modifying NL-means to a universal filter. Optics
Communications
(OC), vol. 285, pp. 4918-4926, 2012. Courses· Image Processing · Deep Learning · Machine Learning · Mathematical Modeling Students· Master Students
· Graduated Students
Email: altlp(at)hotmail.com or altlp(at)163.com
School of Mathematical Sciences Liaocheng University No. 1, Hunan Road, Liaocheng, 252000, China
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