智能计算研究院
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| 导师代码： |
21378
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| 导师姓名： |
周鑫宇
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| 性 别： |
男 |
| 特 称： |
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| 职 称： |
副研究员
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| 学 位： |
工学博士学位
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| 属 性： |
专职 |
| 电子邮件： |
zhxy@uestc.edu.cn
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| 学术经历：
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2013.9-2017.7 黑龙江大学 本科
2017.9-2019.7 哈尔滨工业大学 硕士
2019.9-2024.7 哈尔滨工业大学 博士
2024.7-至今 电子科技大学 特聘副研究员
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| 个人简介：
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周鑫宇，2013-2017年就读于黑龙江大学电子工程学院，主要学习图像处理，嵌入式等课程。2017-2024年就读于哈尔滨工业大学，电子与信息工程学院，从事遥感图像处理相关研究。
在学术方面，以第一作者发表论文11篇，其中SCI期刊论文6篇，EI会议论文5篇。此外，还发表了1项授权专利，2项受理专利。于2019-2021年担任国际光学工程学会(SPIE)学生会主席团成员，财务主管。并于2019年到美国圣地亚哥参加SPIE学术活动，并做了高光谱图像分类相关的学术报告。回国后多次组织SPIE会员学生完成多次学术交流活动。
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| 科研项目：
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| 研究成果：
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1.X. Zhou, Y. Zhang, J. Liu and Y. Hu, "A Novel Two-Stage Destriping Algorithm Based on MWIR Energy Separation and Image Guidance (MES-IG)," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-16, 2023, Art no. 5001316, doi: 10.1109/TGRS.2023.3247437.
2.X. Zhou, P. Li, Y. Zhang, X. Lu and Y. Hu, "Deep Low-Rank and Sparse Patch-Image Network for Infrared Dim and Small Target Detection," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-14, 2023, Art no. 5003014, doi: 10.1109/TGRS.2023.3288574.
3.X. Zhou and Y. Zhang, "Ensemble Extreme Learning Machine Approach to Thermal Infrared Subpixel Temperature Estimation," in IEEE Geoscience and Remote Sensing Letters, vol. 18, no. 5, pp. 920-924, May 2021, doi: 10.1109/LGRS.2020.2985500.
4.X. Zhou, Y. Zhang, J. Liu, J. Zhao and Y. Hu, "Hyperspectral Image Restoration Using 3-D Hybrid Higher Degree Total Variation Regularized Nonconvex Local Low-Rank Tensor Recovery," in IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 6014805, doi: 10.1109/LGRS.2022.3217581.
5.X. Zhou, Y. Zhang, J. Zhang and S. Shi, "Alternating Direction Iterative Nonnegative Matrix Factorization Unmixing for Multispectral and Hyperspectral Data Fusion," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 5223-5232, 2020, doi: 10.1109/JSTARS.2020.3020586.
6.Y. Hu, X. Zhou, Y. Zhang and S. Shi, "Subpixel Temperature Estimation by Information Transfer With Adaptive Ensemble Extreme Learning Machine (IT-AEELM)," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 6743-6754, 2021, doi: 10.1109/JSTARS.2021.3091125.
7.Y. Hu, X. Zhou, Y. Zhang, S. Shi and D. Lin, "Stripe Noise Removal for Infrared Image by Regularized Spectral Separation," 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 2472-2475, doi: 10.1109/IGARSS47720.2021.9553460.
8.X. Zhou, Y. Zhang and Y. Hu, "Infrared Small Target Detection Via Learned Infrared Patch-Image Convolutional Network," IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 867-870, doi: 10.1109/IGARSS46834.2022.9883812.
9.X. Zhou, Y. Zhang and Y. Hu, "Learned Masked Robust Principal Component Analysis Model for Infrared Small Target Detection," IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA, USA, 2023, pp. 6636-6639, doi: 10.1109/IGARSS52108.2023.10282097.
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| 专业研究方向：
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| 专业名称 |
研究领域/方向 |
招生类别 |
| 081200计算机科学与技术 |
02机器智能与模式识别，03数字媒体技术，07嵌入式系统 |
硕士学术学位 |
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