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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：软件学院、大连理工大学-立命馆大学国际信息与软件学院院长、党委副书记
性别：男
毕业院校：西安交通大学
学位：博士
所在单位：软件学院、国际信息与软件学院
学科：软件工程. 计算数学
电子邮箱：xin.fan@dlut.edu.cn
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- [21]刘日升, Zhang, Yuxi, Cheng, Shichao, 罗钟铉, 樊鑫.A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence B...[J],IEEE TRANSACTIONS ON MEDICAL IMAGING,2021,39(12):4150-4163
- [22]姚琳, Fan, Zhenzhen, Deng, Jing, 樊鑫, 吴国伟.Detection and Defense of Cache Pollution Attacks Using Clustering in Named Data Networks[J],IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING,2021,17(6):1310-1321
- [23]穆攀, 陈坚, 刘日升, 仲维, 樊鑫, 罗钟铉.Image Restoration via Data-dependent Proximal Averaged Optimization[A],2021
- [24]刘日升, 李孜, 张宇夕, 樊鑫, 罗钟铉.Bi-level Probabilistic Feature Learning for Deformable Image Registration[A],2021
- [25]樊鑫, 程世超, 呼延康, 侯岷君, 刘日升, 罗钟铉.Dual Neural Networks Coupling Data Regression with Explicit Priors for Monocular 3D Face Reconstr...[J],IEEE TMM,2021
- [26]刘日升, 李诗琪, 刘晋源, 马龙, 樊鑫, 罗钟铉.Learning Hadamard-Product-Propagation for Image Dehazing and Beyond[J],IEEE TCSVT,2021
- [27]王祎, 丁祎, Xiangjian He, 樊鑫, 林驰, 李凤岐, 罗钟铉.Novelty Detection and Online Learning for Chunk Data Streams[J],IEEE transactions on pattern analysis and machine intelligence,2021,PP
- [28]刘日升, 樊鑫, 朱明, Hou, Minjun, 罗钟铉.Real-World Underwater Enhancement: Challenges, Benchmarks, and Solutions Under Natural Light[J],IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2021,30(12):4861-4875
- [29]刘日升, Cheng, Shichao, He, Yi, 樊鑫, Lin, Zhouchen, 罗钟铉.On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems[J],IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,2021,42(12):3027-3039
- [30]Zhang, Yuxi, 刘日升, Li, Zi, Liu, Zhu, 樊鑫, 罗钟铉.COUPLING PRINCIPLED REFINEMENT WITH BI-DIRECTIONAL DEEP ESTIMATION FOR ROBUST DEFORMABLE 3D MED...[A],2021,86-90
- [31]Zhang, Mingliang, Ye, Xinchen, Fan, Xin, XC (corresponding author), Dalian Univ Technol, DUT RU Int Sch Informat Sci & Engn, Key Lab Ubiquitous Network & Serv Software Liaoni, Dalian, Peoples R China..Unsupervised detail-preserving network for high quality monocular depth estimation[J],NEUROCOMPUTING,2020,404:1-13
- [32]Liu, Risheng, Jiang, Zhiying, Fan, Xin, Luo, Zhongxuan, RS (reprint author), Dalian Univ Technol, DUT RU Int Sch Informat Sci & Engn, Dalian 116024, Peoples R China..Knowledge-Driven Deep Unrolling for Robust Image Layer Separation[J],IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2020,31(5):1653-1666
- [33]Cheng, Shichao, Liu, Risheng, He, Yi, Fan, Xin, Luo, Zhongxuan, X (reprint author), Dalian Univ Technol, DUT RU Int Sch Informat Sci & Engn, Dalian 116620, Peoples R China., Fan, Key Lab Ubiquitous Network & Serv Software Liaoni.Blind image deblurring via hybrid deep priors modeling[J],NEUROCOMPUTING,2020,387:334-345
- [34]Zhang, Mingliang, Ye, Xinchen, Fan, Xin, Zhong, Wei, XC (reprint author), Dalian Univ Technol, DUT RU Int Sch Informat Sci & Engn, Key Lab Ubiquitous Network & Serv Software Liaoni, Dalian, Peoples R China..Unsupervised depth estimation from monocular videos with hybrid geometric-refined loss and cont...[J],NEUROCOMPUTING,2020,379:250-261
- [35]叶昕辰, 李政, 孙宝利, 王智慧, 徐睿, 李豪杰, 樊鑫.Deep Joint Depth Estimation and Color Correction from Monocular Underwater Images based on Unsupe...[J],IEEE Transactions on Circuits and Systems for video Technology,2020,0-0
- [36]Liu, Risheng, Mu, Pan, Chen, Jian, Fan, Xin, Luo, Zhongxuan, RS (corresponding author), Dalian Univ Technol, DUT RU Int Sch Informat Sci & Engn, Dalian 116024, Peoples R China..Investigating Task-Driven Latent Feasibility for Nonconvex Image Modeling[J],IEEE TRANSACTIONS ON IMAGE PROCESSING,2020,29:7629-7640
- [37]Liu, Risheng, Cheng, Shichao, Ma, Long, Fan, Xin, Luo, Zhongxuan, RS (reprint author), Dalian Univ Technol, Key Lab Ubiquitous Network & Serv Software Liaoni, DUT RU Int Sch Informat Sci & Engn, Dalian 116023, Peoples R China..Deep Proximal Unrolling: Algorithmic Framework, Convergence Analysis and Applications[J],IEEE TRANSACTIONS ON IMAGE PROCESSING,2019,28(10):5013-5026
- [38]Liu, Risheng, Fan, Xin, Hou, Minjun, Jiang, Zhiying, Luo, Zhongxuan, Zhang, Lei, RS (reprint author), Dalian Univ Technol, Key Lab Ubiquitous Network & Serv Software Liaoni, Dalian 116600, Peoples R China., Liu, DUT RU Int Sch Informat Sci & Engn.Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond[J],IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2019,30(10):2973-2986
- [39]Mu, Pan, Chen, Jian, Liu, Risheng, Fan, Xin, Luo, Zhongxuan, RS (reprint author), Key Lab Ubiquitous Network & Serv Software Liaoni, Dalian 116024, Peoples R China..Learning Bilevel Layer Priors for Sing mage Rain Streaks Removal[J],IEEE SIGNAL PROCESSING LETTERS,2019,26(2):307-311
- [40]Liu, Risheng, Zhang, Yuxi, Cheng, Shichao, Luo, Zhongxuan, Fan, Xin.A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI[A],2019,4368-4375