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2013.09-2017.06 武汉大学 测绘工程专业 本科
2017.09-2019.06 武汉大学 摄影测量与遥感专业 硕士
2019.09-2022.06 武汉大学 摄影测量与遥感专业 博士
2022.07- 大连海事大学 信息科学技术学院 兴海副教授
2023.08- 大连海事大学 计算机科学与技术博士后流动站 在职博士后
离散数学 64学时, 本科生课程
1. 遥感信息处理(高光谱遥感、多时相遥感、海洋遥感等)
2. 计算机视觉与数字图像处理
3. 机器/深度学习与模式识别

1、通讯作者, Feedback band group and variation low rank sparse model for anomaly detection, IEEE Transactions on Geoscience and Remote Sensing, 2024, SCI 1区, 遥感领域Top期刊

2、第一作者, Hyperspectral image denoising: From model-driven, data-driven, to model-data-driven, IEEE Transactions on Neural Networks and Learning Systems, 2023, SCI 1区, 机器学习领域Top期刊

3、第一作者, Combined deep priors with low-rank tensor factorization for hyperspectral image restoration, IEEE Geoscience and Remote Sensing Letters, 2023, SCI 2区

4、第一作者, Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection, International Journal of Applied Earth Observation and Geoinformation, 2023, SCI 1区, 遥感领域Top期刊

5、通讯作者, Hyperspectral denoising via global variation and local structure low-rank model, IEEE Transactions on Geoscience and Remote Sensing, 2023, SCI 1区, 遥感领域Top期刊

6、第一作者,Cooperated spectral low-rankness prior and deep spatial prior for HSI unsupervised denoising, IEEE Transactions on Image Processing, 2022, SCI 1区, 图像处理领域Top期刊,CCF-A

7、第一作者, SGD-SM 2.0: An improved seamless global daily soil moisture long-term dataset from 2002 to 2022, Earth System Science Data, 2022, SCI 1区,地学领域Top期刊

8、第一作者, Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013-2019, Earth System Science Data, 2021, SCI 1区,地学领域Top期刊

9、第一作者, Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images, ISPRS Journal of Photogrammetry and Remote Sensing, 2021, SCI 1区, 遥感领域Top期刊

10、第一作者, Deep spatio-spectral Bayesian posterior for hyperspectral image non-i.i.d. noise removal, ISPRS Journal of Photogrammetry and Remote Sensing, 2020, SCI 1区, 遥感领域Top期刊

11、第一作者, Thick cloud and cloud shadow removal in multitemporal images using progressively spatio-temporal patch group deep learning, ISPRS Journal of Photogrammetry and Remote Sensing, 2020, SCI 1区, 遥感领域Top期刊

12、第一作者, Hybrid noise removal in hyperspectral imagery with spatial-spectral gradient network, IEEE Transactions on Geoscience and Remote Sensing, 2019, SCI 1区, 遥感领域Top期刊

13、第一作者, Hyperspectral image denoising employing a spatial-spectral deep residual convolutional neural network, IEEE Transactions on Geoscience and Remote Sensing, 2019, SCI 1区, 遥感领域Top期刊

14、第一作者, Missing data reconstruction in remote sensing image with a unified spatial-temporal-spectral deep convolutional neural network, IEEE Transactions on Geoscience and Remote Sensing, 2018, SCI 1区, 遥感领域Top期刊

15、第一作者, Learning a dilated residual network for SAR image despeckling, Remote Sensing, 2018, SCI 2区

16、第六作者, GACNet: Generate adversarial-driven cross-aware network for hyperspectral wheat variety identification, IEEE Transactions on Geoscience and Remote Sensing, 2024, SCI 1区, 遥感领域Top期刊

17、第三作者, Deep blind super-resolution for satellite video, IEEE Transactions on Geoscience and Remote Sensing, 2023, SCI 1区, 遥感领域Top期刊

18、第六作者, Hyperspectral image classification based on interactive transformer and CNN with multilevel feature fusion network, IEEE Geoscience and Remote Sensing Letters, 2023, SCI 2区

19、第四作者, Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer, International Journal of Applied Earth Observation and Geoinformation, 2022, SCI 1区, 遥感领域Top期刊

20、第四作者, SSTNet: Spatial, spectral, and texture aware attention network using hyperspectral image for corn variety identification, IEEE Geoscience and Remote Sensing Letters, 2022, SCI 2区

21、第五作者, Robust thick cloud removal for multi-temporal remote sensing images using coupled tensor factorization, IEEE Transactions on Geoscience and Remote Sensing, 2022, SCI 1区, 遥感领域Top期刊

22、第一作者, Early wildfire detection based on temporal, spatial and spectral information fusion, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium, 2023, EI会议

23、第一作者, Thick cloud removal for Sentinel-2 time-series images via combining deep prior and low-rank tensor completion, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium, 2021, EI会议

24、第一作者, Combined the data-driven with model-driven stragegy: A novel framework for mixed noise removal in hyperspectral image, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium, 2020, EI会议

25、第一作者, Cloud and shadow removal for Sentinel-2 by progressively spatiotemporal patch group learning, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium, 2019, EI会议

26、第一作者, A unified spatial-temporal-spectral learning framework for reconstructing missing data in remote sensing images, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium, 2018, EI会议

27、第五作者, A swin Transformer-based fusion aApproach for hyperspectral image super-resolution, Proceeding of the IEEE International Geoscience and Remote Sensing Symposium, 2023, EI会议



发明专利:张强, 朱健, 董羽帅, 宋梅萍. 基于时空谱信息融合的早期火点探测方法, 202211486158.5

发明专利:张强, 董羽帅, 郑亚明, 于浩洋, 宋梅萍, 王玉磊. 一种耦合深度先验和低秩张量分解的高光谱遥感影像去噪方法, 202211449281.X


中国博士后科学基金面上项目, 遥感时-空-谱一体化信息重建方法研究, 纵向, 主持, 2023/11-2025/12

遥感科学国家重点实验室开放基金, 高光谱遥感影像自监督去噪方法研究, 纵向, 主持, 2023/08-2025/07

大连海事大学科研启动经费, 优秀青年人才引进项目, 纵向, 主持, 2022/07-2025/07

中央高校基本科研业务费, 遥感高时-空-谱一体化信息融合方法研究, 纵向, 主持, 2023/01-2023/12



1 指导硕士生郑亚明获“招商轮船奖学金”, 大连海事大学, 2023

2 大连市高层次人才青年才俊, 大连市市委人才办, 2023

3 大连海事大学“兴海”高层次人才, 大连海事大学, 2022

4 武汉大学十大杰出青年(学生), 武汉大学, 2022

5 武汉大学优秀毕业研究生, 武汉大学, 2022

6 李小文遥感科学青年奖, 李小文基金理事会, 2021

7 博士研究生国家奖学金, 教育部, 2021

8 第六届全国成像光谱对地观测研讨会优秀报告奖, 大会组委会, 2021

9 武汉大学“研究生学术创新奖”特等奖 (校长奖), 武汉大学, 2020

10 “王之卓创新人才奖”特等奖, 武汉大学, 2020

11 中国大学生自强之星, 共青团中央, 2020

12 硕士研究生国家奖学金, 教育部, 2018



专业代码 招生专业 招生说明
硕士生 081200 计算机科学与技术 每年招收硕士研究生3名,有意愿者需提前发简历至邮箱
qzhang95@dlmu.edu.cn, 更多情况详见个人学术主页:
https://qzhang95.github.io
083500 软件工程
085404 计算机技术
085405 软件工程
085410 人工智能
085411 大数据技术与工程