徐萌  (Meng Xu)

助理教授

课题组招收专任教师,博士后和副研究员(年薪可达35万+),欢迎相关研究方向并有志来深圳地区工作的博士毕业生联系!

欢迎计算机、电子、遥感信息等相关方向的优秀同学报考硕士与博士研究生!邮箱:m.xu@szu.edu.cn 或贾森老师(senjia@szu.edu.cn)

代表论文:

3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2021) 中科院大类一区,小类二区
Sen Jia Jianhui Liao Meng Xu , Yan Li Jiasong Zhu Xiuping Jia Qingquan Li   [code]

Shearlet-based Structure-Aware Filtering for Hyperspectral and LiDAR Data Classification

Journal of Remote Sensing  (2021) 中科院一区
Sen Jia Zhangwei Zhan Meng Xu ,   [PDF]   [code]

A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples

Neurocomputing  (2021) 中科院二区
Sen Jia Shuguo Jiang Zhijie Lin Nanying Li Meng Xu , Shiqi Yu   [code]

Flexible Gabor-based Superpixel-level Unsupervised LDA for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2021) 中科院大类一区,小类二区
Sen Jia Qingqing Zhao Jiayue Zhuang Dingding Tang Yaqian Long Meng Xu , Jun Zhou Qingquan Li   [code]

A Lightweight Convolutional Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing  (2020) 中科院大类一区,小类二区
Sen Jia Zhijie Lin Meng Xu , Jun Zhou Qiang Huang Xiuping Jia Qingquan Li   [PDF]   [code]

Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification

IEEE Transactions on Geoscience and Remote Sensing  (2020) 中科院大类一区,小类二区
Sen Jia Zhangwei Zhan Meng Zhang Meng Xu , Qiang Huang Jun Zhou Xiuping Jia   [PDF]   [code]

3-D Gaussian-Gabor feature extraction and selection for hyperspectral imagery classification

IEEE Transactions on Geoscience and Remote Sensing  (2019) 中科院大类一区,小类二区
Sen Jia Jiayue Zhuang Lin Deng Jiasong Zhu Meng Xu , Jun Zhou Xiuping Jia

Collaborative representation-based multiscale superpixel fusion for hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing  (2019) 中科院大类一区,小类二区
Sen Jia Xianglong Deng Jiasong Zhu Meng Xu , Jun Zhou Xiuping Jia

Thin cloud removal from optical remote sensing images using the noise adjusted principal components transform

ISPRS Journal of Photogrammetry and Remote Sensing  (2019) 中科院大小类一区
Meng Xu , Xiuping Jia Pickering Mark Sen Jia

Statistical fusion-based transfer learning for hyperspectral image classification

IEEE International Geoscience and Remote Sensing Symposium  (IGRASS  2019)

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电子邮件:m.xu@szu.edu.cn

办公室地址:办公室地址:深圳大学南校区计算机大楼