导师风采
0854电子信息

王明威

  • 学院

    :计算机学院

  • 导师类别

    :硕士生导师

  • 出生年月

    :198903

  • 职称

    :副教授

  • 学历

    :研究生

  • 学位

    :博士

个人简介:

        王明威,男,副教授,硕士生导师。主要从事高维数据降维、高光谱遥感影像解译、智能优化算法设计、深度网络模型优化等方向的研究工作。近年来,主持国家自然科学基金青年项目、地理国情监测重点实验室开放基金、城市空间信息工程北京市重点实验室开放基金,以及多项横向项目。以第一或通讯作者发表相关学术论文30余篇,其中SCI期刊论文10余篇。


招生信息

        1. 招生学科:计算机科学与技术、电子信息

        2. 研究方向:高光谱遥感影像处理、算法模型设计、深度网络模型

        3. 招生年度:2022-2025


科研项目

        1.国家自然科学基金青年项目,联合地面-机载高光谱遥感的植被精确识别方法(41901296),主持。

        2.城市空间信息工程北京市重点实验室开放基金,基于一体优化模型的高光谱影像植被识别方法(2642019046),主持。

        3. 中国冶金地质总局科技创新项目,高光谱遥感资源生态环境评价方法与技术研究(CMGB202001),参与。


成果获奖

        1. 2022年湖北工业大学“南湖学者”学术骨干

        2. Wang M, Liu W, Chen M, et al. A band selection approach based on a modified gray wolf optimizer and weight updating of bands for hyperspectral image. Applied Soft Computing, 2021, 112: 107805.

        3. Wang M, Huang Z, Zhang X, et al. Altered mineral mapping based on ground-airborne hyperspectral data and wavelet spectral angle mapper tri-training model: Case studies from Dehua-Youxi-Yongtai Ore District, Central Fujian, China. International Journal of Applied Earth Observation and Geoinformation, 2021, 102: 102409.

        4. Wang M, Xiong S, Chen M, et al. A waveform decomposition technique based on wavelet function and differential cuckoo search algorithm. Soft Computing, 2021, 25(8): 5909-5923.

        5. Wang M, Yan Z, Luo J, et al. A band selection approach based on wavelet support vector machine ensemble model and membrane whale optimization algorithm for hyperspectral image. Applied Intelligence, 2021, 51(11): 7766-7780.

        6. Wang M, Jia Z, Luo J, et al. A hyperspectral image classification method based on weight wavelet kernel joint sparse representation ensemble and β-whale optimization algorithm. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 2535-2550.

        7. Wang M, Wu C, Chen M, et al. A band selection approach based on Lévy sine cosine algorithm and alternative distribution for hyperspectral image. International Journal of Remote Sensing, 2020, 41(9): 3429-3445.

        8. Wang M, Wu C, Wang L, et al. A feature selection approach for hyperspectral image based on modified ant lion optimizer. Knowledge-Based Systems, 2019, 168: 39-48.

        9. Li Y, Lai X, Wang M, et al. C-SASO: A Clustering-based size-adaptive safer oversampling technique for imbalanced SAR ship classification. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5231112.

        10. Li Y, Lai X, Wang M. Semisupervised heterogeneous ensemble for ship target discrimination in synthetic aperture radar images. Acta Oceanologica Sinica, 2022: 41, 180-192.

        11.黄照强, 王明威, 倪斌, 等 一种高岭土矿物信息提取模型及其建立方法和应用, CN201911372433.9.

        12.叶志伟,杨娟,王明威, 等. 一种基于混沌二进制引力搜索算法的波段选择方法, CN201710643734.5.

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