1996.09-2000.07 哈尔滨工程大学 工业设计 学士
2013.09-2014.09 马里兰大学巴尔的摩郡分校 计算机与电子工程 访问学者
2002.09-2006.03 哈尔滨工程大学 计算机应用技术 博士
2000.09-2003.04 哈尔滨工程大学 计算机应用技术 硕士
2005.12-2007.06 大连海事大学,计算机学院,讲师
2007.07-2020.06 大连海事大学,信息科学技术学院,副教授
2020.07-至今 2020.07-至今 大连海事大学,信息科学技术学院,教授
遥感信息处理
图像处理,遥感信息处理,人工智能,深度学习

1 Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising IEEE Transactions on Image Processing 2022.09 SCI 通讯

2 Edge-Inferring Graph Neural Network With Dynamic Task-Guided Self-Diagnosis for Few-Shot Hyperspectral Image Classification IEEE Transactions on Geoscience and Remote Sensing 2022.08 SCI 通讯

3 Abundance Estimation Based on Band Fusion and Prioritization Mechanism IEEE Transactions on Geoscience and Remote Sensing 2022.07 SCI 通讯

4 Progressive Band Subset Fusion for Hyperspectral Anomaly Detection IEEE Transactions on Geoscience and Remote Sensing 2022.06 SCI 通讯

5 Unsupervised Hyperspectral Band Selection via Hybrid Graph Convolutional Network IEEE Transactions on Geoscience and Remote Sensing 2022.06 SCI 通讯

6 Multiobjective Optimization-Based Hyperspectral Band Selection for Target Detection IEEE Transactions on Geoscience and Remote Sensing 2022.05 SCI 1

7 Meta-Learning Based Hyperspectral Target Detection Using Siamese Network IEEE Transactions on Geoscience and Remote Sensing 2022.04 SCI 通讯

8 Bi-endmember Semi-NMF based on low-rank and sparse matrix decomposition IEEE Transactions on Geoscience and Remote Sensing 2022.03 SCI 1

9 Spatial Potential Energy Weighted Maximum Simplex Algorithm for Hyperspectral Endmember Extraction Remote Sensing 2022.01 SCI 1

10 A Spatial-Enhanced LSE-SFIM Algorithm for Hyperspectral and Multispectral Images Fusion Remote Sensing 2021.12 SCI 通讯

11 Photovoltaic Image Registration Based on Feature Matching via Guided Spatial Consensus IEEE Journal of Photovoltaics 2021.11 SCI 1

12 Iterative Spatial-Spectral Training Sample Augmentation for Effective Hyperspectral Image Classification IEEE Geoscience and Remote Sensing Letters 2021.11 SCI 通讯

13 Residual Driven Band Selection for Hyperspectral Anomaly Detection IEEE Geoscience and Remote Sensing Letters 2021.11 SCI 通讯

14 Unsupervised Domain Adaptation with Content-wise Alignment for Hyperspectral Imagery Classification IEEE Geoscience and Remote Sensing Letters 2021.11 SCI 通讯

15 Sequential Band Fusion for Hyperspectral Target Detection IEEE Transactions on Geoscience and Remote Sensing 2021.1 SCI 通讯

16 An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification IEEE Geoscience and Remote Sensing Letters 2021.09 SCI 通讯

17 Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification IEEE Transactions on Geoscience and Remote Sensing 2021.05 SCI 通讯

18 Sequential Band Fusion for Hyperspectral Anomaly Detection IEEE Transactions on Geoscience and Remote Sensing 2021.04 SCI 1

19 Ship velocity estimation via images acquired by an unmanned aerial vehicle-based hyperspectral imaging sensor Journal of Applied Remote Sensing 2021.03 SCI 通讯

20 Feedback Attention-Based Dense CNN for Hyperspectral Image Classification IEEE Transactions on Geoscience and Remote Sensing 2021.02 SCI 通讯

21 Semisupervised Hyperspectral Band Selection Based on Dual-Constrained Low-Rank Representation IEEE Geoscience and Remote Sensing Letters 2021.01 SCI 通讯

22 Hyperspectral Imagery Classification Based on Multiscale Superpixel-Level Constraint Representation Remote Sensing 2020.1 SCI 通讯

23 Target-Constrained Interference-Minimized Band Selection for Hyperspectral Target Detection IEEE Transactions on Geoscience and Remote Sensing 2020.08 SCI 通讯

24 3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification IEEE Transactions on Geoscience and Remote Sensing 2020.04 SCI 1

25 A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial-Spectral Fusion IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 2020.04 SCI 通讯

26 Underwater Hyperspectral Target Detection with Band Selection Remote Sensing 2020.01 SCI 通讯

27 Class Information-Based Band Selection for Hyperspecral Image Classification IEEE Transactions on Geoscience and Remote Sensing 2019.11 SCI 1

28 Progressive Band Selection Processing of Hyperspectral Image Classification IEEE Geoscience and Remote Sensing Letters 2019.11 SCI 1

29 Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 2019.06 SCI 通讯

30 Class signature-constrained background suppressed approach to band selection for hyperspectral image classification IEEE Transactions on Geoscience and Remote Sensing 2019.01 SCI 通讯

31 A Posteriori Hyperspectral Anomaly Detection for Unlabeled Classification IEEE Transactions on Geoscience and Remote Sensing 2018.06 SCI 通讯

32 基于目标约束与谱空迭代的高光谱图像分类方法 光学学报 2018.06 EI 通讯

33 Band-Specified Virtual Dimensionality for Band Selection: An Orthogonal Subspace Projection Approach IEEE Transactions on Geoscience and Remote Sensing 2018.05 SCI 通讯

34 Band Subset Selection for Hyperspectral Image Classification Remote Sensing 2018.01 SCI 通讯

35 Channel Capacity Approach to Hyperspectral Band Subset Selection IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 2017.1 SCI 通讯

36 Recursive Geometric Simplex Growing Analysis for Finding Endmembers in Hyperspectral Imagery IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 2017.01 SCI 通讯

37 Recursive Band Processing of Orthogonal Subspace Projection for Hyperspectral Imagery IEEE Geoscience and Remote Sensing Letters 2016.01 SCI 通讯

38 用于光谱解混的正交向量投影算法 光谱学与光谱分析 2015.12 SCI 1

39 Real-time Constrained Energy Minimization for Subpixel Detection IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 2015.08 SCI 通讯

40 A Theory of Recursive Orthogonal Subspace Projection for Hyperspectral Imaging IEEE Transactions on Geoscience and Remote Sensing 2015.06 SCI 1

41 Finding Virtual Signatures for Linear Spectral Mixture Analysis IEEE Journal of Selected Topics In Applied Earth Observations And Remote Sensing 2015.06 SCI 1

42 基于有效端元集的双线性解混模型 光谱学与光谱分析 2014.01 SCI 1

43 基于高光谱曲线特征的油膜厚度的估计模型 光谱学与光谱分析 2013.07 SCI 通讯

44 一般和博弈中的合作多agent学习 控制理论与应用 2007.02 EI 1

45 随机博弈框架下的多agent强化学习方法综述 控制与决策 2005.1 EI 1

46 移动机器人的自适应式行为融合方法 哈尔滨工程大学学报 2005.05 EI 1

47 Pareto-Q learning algorithm for cooperative agents in general-sum games Lecture Notes in Computer Science 2005.01 SCI 1

48 多移动机器人协作任务的分布式控制系统 机器人 2003.05 EI 1



1 大连海事大学优秀学术成果论文奖一等奖 2022

2 大连海事大学优秀学术成果著作奖三等奖 2022


1 基于测度保持和任务驱动的非监督波段选择方法研究 国家自然科学基金 纵向 在研 2020.01-2023.12

2 基于高光谱技术的配方烟丝均匀性建模研究子课题 烟草行业烟草工艺重点实验室引领计划专项科技项目 横向 在研 2022.03-2024.02

3 非监督实时光谱解混问题研究 国家自然科学基金 纵向 结题 2017.01-2019.12

4 水下机器人的高光谱感知技术研究 大连市政府留学回国人员创新创业支持计划 纵向 结题 2020.05-2022.04

5 基于光谱成像的非烟物质在线识别与控制软件开发 郑州烟草研究院 横向 结题 2021.11-2022.06

6 可控条件下溢油无人机高光谱便携式成像光谱仪高光谱数据采集 自然资源部第一研究所 纵向 结题 2020.01-2021.12

7 RATOI遥感数据处理算法接口插件设计 哈尔滨工业大学 横向 结题 2021.04-2021.06



专业代码 招生专业 研究方向
硕士生 081200,083500,085404,085405,085410,085411,085412 计算机科学与技术,软件工程,计算机应用技术,人工智能,大数据技术与工程,网络与信息安全 图像处理,遥感信息处理,人工智能,深度学习
博士生 081200 计算机科学与技术 遥感图像处理
博士后 081200 计算机科学与技术 遥感图像处理