穆攀
时间:2024-04-27 21:07 来源: 作者: 点击:次
个人简介 穆攀，2021年-今 浙江工业大学，计算机科学与技术学院、软件学院，硕士生导师。研究方向主要有：图像/视频处理与智慧气象。主持国家自然基金青年基金，浙江省自然科学基金；在国内外知名学术期刊或会议上发表论文20余篇，如ACM MM、ICML、IEEE TPAMI, IEEE TIP, IEEE TCSVT, IEEE SPL等。欢迎对科研感兴趣的同学前来咨询！科研项目面向底层视觉模型泛化的双层优化理论与方法研究 国家自然科学青年基金项目 2023.1—2025.12 负责面向复杂环境水下图像增强的双层优化迁移学习方法研究 浙江省自然科学基金 2023.1—2025.12 负责基于多层次解耦表征学习的复杂病灶可解释性建模方法研究 国家自然科学面上基金项目 2023.1—2026.12 参与计算机自动合成的医学影像的内容合理性评估方法研究 国家自然科学面上基金项目 2023.1—2026.12 参与水下多模态光信息的融合成像方法研究 国家自然科学面上基金项目 2020.1—2023.12 参与科研成果Risheng Liu;Zhu Liu;Pan Mu;Xin Fan;Zhongxuan Luo. “Optimization-inspired Learning with Architecture Augmentations and Control Mechanisms for Low-level Vision”. IEEE Transactions on Image Processing. 2023 (CCF A类期刊）Pan Mu; Zhiying Du; Jinyuan Liu; Cong Bai. “Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion”. ACMMM2023 (CCF A类会议)Pan Mu; Hanning Xu; Zheyuan Liu; Zheng Wang; Sixian Chan; Cong Bai. “A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement”. ACMMM2023 (CCF A类会议)Pan Mu;Jing Fang;Haotian Qian;Cong Bai.“Transmission and Color-guided Network for Underwater Image Enhancement” ICME 2023 (CCF B 类会议)Defang Cai; Pan Mu*; Sixian Chan; Zhanpeng Shao; Cong Bai. “Towards General and Fast Video Derain via Knowledge Distillation”. ICME 2023 (CCF B 类会议)Zheyuan Liu; Pan Mu*; Hanning Xu; Cong Bai. “Histogram-guided Video Colorization Structure with Spatial-Temporal Connection”. ICME 2023 (CCF B 类会议)Pan Mu; Haotian Qian; Cong Bai. “Structure-Inferred Bi-level Model for Underwater Image Enhancement”. ACMMM 2022 (CCF A类会议)Risheng Liu; Pan Mu; Xiaoming Yuan; Shangzhi Zeng; Jin Zhang. “A General Descent Aggregation Framework for Gradient-based Bi-level Optimization”. IEEE Transactions on Pattern Analysis and Machine Intelligence. (doi: 10.1109/TPAMI.2022.3140249). （SCI，JCR Q1, CCF A 类期刊,Top期刊）Haotian Qian, Wentao Tong, Pan Mu*, Zheyuan Liu, Hanning Xu. "Real-world Underwater Image Enhancement via Degradation-aware Dynamic Network". Pacific Rim International Conference on Artificial Intelligence (PRICAI, 2022) (CCF C类会议)Pan Mu; Zhu Liu; Yaohua Liu; Risheng Liu; Xin Fan. “Triple-level Model-inferred Collaborative Network Architecture for Video Deraining”. IEEE Transactions on Image Processing. 2021.（SCI，JCR Q1, CCF A 类期刊,Top期刊） Risheng Liu; Pan Mu; Jin Zhang. “On the Convergence of ADMM with Task Adaption and Beyond”. IEEE Transactions on Image Processing. 2021.（SCI，JCR Q1, CCF A 类期刊,Top期刊）Pan Mu; Jian Chen; Risheng Liu; Wei Zhong; Xin Fan; Zhongxuan Luo. “Image Restoration Via Data-Dependent Proximal Averaged Optimization”. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, 2020). (CCF B 类会议).Risheng Liu; Pan Mu; Jian Chen; Xin Fan; Zhongxuan Luo. “Investigating Task-Driven Latent Feasibility for Nonconvex Image Modeling”. IEEE Transactions on Image Processing. 2020, (29), 629-7640) (SCI，JCR Q1, CCF A 类期刊,Top期刊)Risheng Liu; Pan Mu; Xiaoming Yuan; Shangzhi Zeng; Jin Zhang. “A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton”. International Conference on Machine Learning (ICML, 2020). (CCF A 类会议)Jian Chen; Pan Mu; Risheng Liu; Xin Fan; Zhongxuan Luo. “Flexible Bilevel Image Layer Modeling For Robust Deraining”. IEEE International Conference on Multimedia and Expo (ICME, 2020). (CCF B 类会议).Xinwei Xue; Ying Ding; Pan Mu; Long Ma; Risheng Liu; Xin Fan. “Sequential Deep Unrolling with Flow Priors for Robust Video Deraining”. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, 2020). (CCF B 类会议).Pan Mu; Jian Chen; Risheng Liu; Xin Fan; Zhongxuan Luo. “Learning Bilevel Layer Priors for Single Image Rain Streaks Removal.”IEEE Signal Processing Letter. 2019, 2(26),307–311. (SCI，JCR Q1).Pan Mu; Lei Wang; Chongyang Liu. “A control parameterization method to solve the fractional-order optimal control problem”.Journal of Optimization Theory and Applications (2018): 1-14. (SCI，JCR Q2)Pan Mu; Lei Wang; Yi An; Yanping Ma. “A Novel Fractional Microbial Batch Culture Process and Parameter Identification”. Differential Equations and Dynamical Systems. 2018 26(1-3), 265-277.指导研究生蔡德方 发表CCF B论文方靖 发表CCF B论文方指导本科生2020级本科生 刘哲源（保送复旦大学）2020级本科生 许函宁（保送复旦大学）2020级本科生 杜智颖（保送复旦大学）2019级本科生 钱浩天（保送浙江大学） |