基本信息
魏宪  男  博导  中国科学院福建物质结构研究所
电子邮件: xian.wei@fjirsm.ac.cn
通信地址: 福建省福州市鼓楼区杨桥西路155号
邮政编码:

招生信息

   
招生专业
081104-模式识别与智能系统
招生方向
模式识别与智能系统

教育背景

2011-09--2017-04   慕尼黑工业大学   博士
2008-09--2011-03   上海交通大学   硕士
2004-09--2008-06   北京交通大学   学士

工作经历

   
工作简历
2017-07~现在, 中国科学院海西研究院, 研究员
2011-09~2017-04,慕尼黑工业大学, 博士
2008-09~2011-03,上海交通大学, 硕士
2004-09~2008-06,北京交通大学, 学士

专利与奖励

   
奖励信息
(1) 一种行为语义分析算法的SOC芯片及系统, 二等奖, 省级, 2021
专利成果
( 1 ) 基于片上系统的集群监控系统, 2019, 第 1 作者, 专利号: ZL20182214717.X

( 2 ) 基于计算机视觉的一次性纸尿裤智能分拣系统, 2019, 第 1 作者, 专利号: ZL201920313017.0

( 3 ) 一种远程车辆控制方法和系统, 2019, 第 2 作者, 专利号: CN110266572A

( 4 ) 基于线性动态系统和深度网络的异常行为检测方法, 2019, 第 2 作者, 专利号: CN109670446A

( 5 ) 基于计算机视觉的汽车轮胎监测系统, 2019, 第 1 作者, 专利号: CN109649091A

( 6 ) 一种基于深度学习的目标测距方法, 2018, 第 1 作者, 专利号: CN109029363A

( 7 ) 基于全方向二维不可分小波特征的物体检测方法, 2018, 第 2 作者, 专利号: CN108960180A

出版信息

   
发表论文
(1) Performance evaluation of low resolution visual tracking for unmanned aerial vehicles, NEURAL COMPUTING & APPLICATIONS, 2021, 通讯作者
(2) Channel Assignment for Hybrid NOMA Systems With Deep Reinforcement Learning, IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 第 3 作者
(3) 面向图像分类的任务驱动型分析字典学习, Task-driven analysis dictionary learning for image classification, 陕西科技大学学报, 2021, 第 3 作者
(4) 改进的轻量型网络在图像识别上的应用, Improved Lightweight Network in Image Recognition, 计算机科学与探索, 2021, 第 3 作者
(5) Adaptive model updating for robust object tracking, SIGNAL PROCESSING-IMAGE COMMUNICATION, 2020, 通讯作者
(6) Jointly Learning Discriminative Low-dimensional Image Representations Based on Dictionary Learning and Two-layer Orthogonal Projections, IEEE Transactions on Image Processing, 2020, 第 1 作者
(7) Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation, 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020, 第 3 作者
(8) Adaptive Spectral Rotation via Joint Cluster and Pairwise Structure, IEEE Transactions on Knowledge and Data Engineering, 2020, 第 1 作者
(9) A robust visual tracking method via local feature extraction and saliency detection, VISUAL COMPUTER, 2020, 通讯作者
(10) Empirical Evaluation of High-speed Cost-effective Ro-FSO System by Incorporating OCDMA-PDM Scheme under the Presence of Fog, Journal of Optical Communications, 2020, 第 1 作者
(11) CNN tracking based on data augmentation, KNOWLEDGE-BASED SYSTEMS, 2020, 通讯作者
(12) 基于流形正则化与成对约束的深度半监督谱聚类算法, Deep Semi-Supervised Spectral Clustering Algorithm Based on Regularization of Manifold and Pairwise Constraints, 系统科学与数学, 2020, 第 6 作者
(13) Robust fusion for RGB-D tracking using CNN features, APPLIED SOFT COMPUTING, 2020, 通讯作者
(14) 结合卷积神经网络和稀疏编码的高光谱图像分类, Hyperspectral Image Classification Combined with Convolutional Neural Network and Sparse Coding, 激光与光电子学进展, 2020, 第 3 作者
(15) Robust RGB-D tracking via compact CNN features, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 通讯作者
(16) UAV tracking based on saliency detection, SOFT COMPUTING, 2020, 第 5 作者
(17) 嵌入式深度神经网络高光谱图像聚类, 中国图象图形学报, 2020, 第 5 作者
(18) Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 第 1 作者
(19) Robust visual tracking based on response stability, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 第 5 作者
(20) Feature selection with multi-view data: A survey, INFORMATION FUSION, 2019, 第 4 作者
(21) Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary Learning, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 第 1 作者
(22) 1D-Convolutional Capsule Network for Hyperspectral Image Classification, 2019, 第 3 作者
(23) A cost-effective 100 Gbps SAC-OCDMA-PDM based inter-satellite communication link, OPTICAL AND QUANTUM ELECTRONICS, 2019, 第 5 作者
(24) Deep Clustering With Intra-class Distance Constraint for Hyperspectral Images, 2019, 第 3 作者
(25) Joint Learning of Fuzzy K-Means with Nonnegative Spectral Clustering via Incorporating Side Information, IEEE Transactions on Image Processing, 2019, 第 1 作者
(26) Detection based visual tracking with convolutional neural network, KNOWLEDGE-BASED SYSTEMS, 2019, 第 5 作者
(27) An Improved Whale Optimization Algorithm Based on Different Searching Paths and Perceptual Disturbance, SYMMETRY-BASEL, 2018, 通讯作者
(28) RGB-NIP image categorization with prior knowledge transfer, EURASIP Journal on image and video processing, 2018, 第 1 作者
(29) Deep Transfer Learning for Traffic Sign Recognition, 2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2018, 
(30) Comparison of Laguerre-Gaussian and Donut modes for MDM-WDM in OFDM-Ro-FSO transmission system, AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2018, 第 3 作者
(31) An Improved Whale Optimization Algorithm Based on Different Searching Paths and Perceptual Disturbance, SYMMETRY-BASEL, 2018, 通讯作者
(32) 40 Gbps-80 GHz PSK-MDM based Ro-FSO transmission system, OPTICAL AND QUANTUM ELECTRONICS, 2018, 第 4 作者
(33) Empirical evaluation of propagation of LP 01 and LP 02 modes over solid-core photonic crystal fibre, LASER PHYSICS, 2018, 第 4 作者
(34) Dynamical Texture Modeling via Joint Video Dictionary Learning, IEEE Transactions on Image Processing, 2017, 第 1 作者
(35) A Faster-RCNN Based Chemical Fiber Paper Tube Defect Detection Method, 2017 5TH INTERNATIONAL CONFERENCE ON ENTERPRISE SYSTEMS (ES), 2017, 第 3 作者
(36) Joint learning sparsifying linear transformation for low-resolution image synthesis and recognition, PATTERN RECOGNITION, 2017, 第 1 作者
(37) A Recurrent Neural Network Based Method for Predicting the State of Aircraft Air Conditioning System, IEEE Symposium Series on Computational Intelligence, 2017, 第 1 作者
(38) Discriminative Features Based on Two Layers Sparse Learning for Glacier Area Classification Using SAR Intensity Imagery, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 第 2 作者
(39) Object Recognition with Multi-source Images based on Kernel Dictionary Learning, PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, 第 3 作者
(40) 基于字典学习的非线性降维方法, Nonlinear Dimensionality Reduction Based on Dictionary Learning, 自动化学报, 2016, 第 3 作者
(41) Joint learning dictionary and discriminative features for high dimensional data, 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, 通讯作者
(42) Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations, 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2016, 通讯作者
(43) Invertible nonlinear dimensionality reduction via joint dictionary learning, Latent Variable Analysis and Signal Separation, 2015, 第 1 作者

科研活动

   
科研项目
( 1 ) 福建省车联网产业发展研究, 负责人, 地方任务, 2019-06--2019-11
( 2 ) 基于低维表征学习的机器人动态环境感知技术研究, 负责人, 国家任务, 2019-01--2020-12
( 3 ) 新一代视频语义报警柱的研发与应用, 参与, 地方任务, 2019-01--2020-06
( 4 ) 智能网联汽车信息融合处理与车-车协同的关键技术研发, 负责人, 地方任务, 2019-06--2021-06
( 5 ) 新一代行为理解智能摄像头的研制及智慧校园场景应用, 参与, 地方任务, 2019-01--2020-12
( 6 ) 基于多尺度卷积神经网络人脸识别的场景应用-课堂考勤, 负责人, 企业委托, 2019-01--2020-01
( 7 ) GTT全维度热成像扫描系统(医用红外热像仪)智能诊断技术研发与应用, 参与, 企业委托, 2019-06--2020-01
( 8 ) 基于深度学习的智能卫裤分类系统, 负责人, 企业委托, 2018-05--2018-12
( 9 ) 智能物流产业技术研究院-子课题-室外物流机器人多模态识别系统, 负责人, 地方任务, 2018-01--2020-12
( 10 ) 高性能伺服电机系统研制-子课题-基于在线数据分析的电机故障诊断, 负责人, 中国科学院计划, 2019-01--2021-12
( 11 ) 基于5G的高可信智能驾驶域控制器的研制, 负责人, 其他任务, 2021-07--2024-06
( 12 ) “5G 智慧养老”中特定行为检测算法的开发及应用, 负责人, 其他任务, 2021-08--2023-07
( 13 ) “5G+智慧医疗”应用示范, 负责人, 其他任务, 2021-09--2024-07
( 14 ) 基于双层正交投影与稀疏字典学习的图像低维判别表示算法研究, 负责人, 国家任务, 2019-01--2021-12
参与会议
(1)Traffic Sign Recognition with Transfer Learning   2017-11-17
(2)A Recurrent Neural Network Based Method for Predicting the State of Aircraft Air Conditioning System   2017-11-17
(3)A Faster-RCNN Based Chemical Fiber Paper Tube Defect Detection Method   2017-09-14
(4)Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations   2017-06-28
(5)Joint learning dictionary and discriminative features for high dimensional data   2017-04-24
(6)Object Recognition with Multi-source Images based on Kernel Dictionary Learning   2017-03-16