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胡建文

发布日期:2017年03月02日 来源: 作者:

胡建文,男,中共党员,博士,副教授,硕士生导师。现任电气与信息工程学院自动化系主任。2013年毕业于湖南大学,获控制科学与工程专业博士学位。

部分教授课程:

人工智能图像处理,计算机控制技术,区间信号自动控制,微机原理模拟电子技术

主要研究方向:

人工智能、计算机视觉、机器学习

主要科研成果介绍:

主持国家自然科学基金面上项目,湖南省自然科学基金等在研项目;主持完成国家自然科学基金青年项目,湖南省教育厅优秀青年项目等。

IEEE Transactions on Image Processing, IEEE Transactions on Geoscience and Remote Sensing, Information Fusion, IEEE Geoscience and Remote Sensing Letters, IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, IEEE International Conference on Image Processing, International Conference on Pattern Recognition等国内外期刊与会议上发表论文37篇,其中SCI 期刊论文18篇,ESI高被引论文3发表的论文Google Scholar检索被引用4400余次,单篇论文最高引用1700授权发明专利多项。

近年部分科研论文:

1. Zeping Wang, Jianwen Hu(胡建文)*, Xi Feng, Xudong Kang, Yan Mo. Dual Domain Dynamic Local-Global Network for Pansharpening. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, Article Sequence Number: 5406814, pp. 1-14. (SCI )

2. Xi Feng, Jianwen Hu(胡建文)*, Wanneng Wu, and Shaosheng Fan. Dynamic Large-Small Kernel Convolutional Neural Network for Pansharpening. IEEE Geoscience and Remote Sensing Letters, 2023, 20: Article Sequence Number: 5002305. (SCI三区)

3. Yunze Yao, Jianwen Hu(胡建文)*, Yaoting Liu, Yushan Zhao. Spectral-Spatial MLP Network for Hyperspectral Image Super-Resolution. Remote Sensing. 2023; 15(12):3066. (SCI)

4. Jianwen Hu*, Yaoting Liu, Xudong Kang, and Shaosheng Fan. Multilevel Progressive Network with Nonlocal Channel Attention for Hyperspectral Image Super-Resolution, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: Article Sequence Number: 5543714, pp. 1-14. (SCI Top期刊,一)

5. Yaoting Liu, Jianwen Hu*, Xudong Kang, Jing Luo, and Shaosheng Fan. Interactformer: Interactive Transformer and CNN for Hyperspectral Image Super-Resolution, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: Article Sequence Number: 5518913, pp. 1-15. (SCI Top期刊,一)

6. Zhuojun Xie, Jianwen Hu, Xudong Kang, Puhong Duan, and Shutao Li. Multi-Layer Global Spectral-Spatial Attention Network for Wetland Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing. 202260: Article Sequence Number: 5518913. (SCI Top期刊,)

7. Jianwen Hu, Pei Hu, Zeping Wang, Xudong Kang, Shaosheng Fan, and Dun Mao. Spatial Dynamic Selection Network for Remote-Sensing Image Fusion, IEEE Geoscience and Remote Sensing Letters, 2022, 19: Article Sequence Number: 8013205.  (SCI二区)

8. Jianwen Hu, Yuan Tang, Yaoting Liu, and Shaosheng Fan. Hyperspectral Image Super-Resolution Based on Multiscale Mixed Attention Network Fusion, IEEE Geoscience and Remote Sensing Letters, 2022, 19: Article Sequence Number: 5511405.  (SCI二区)

9. Jianwen Hu, Pei Hu, Xudong Kang, Hui Zhang, and Shaosheng Fan. Pan-Sharpening via Multiscale Dynamic Convolutional Neural Network, IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(3): 2231-2244. (SCI Top期刊,)

10. Jianwen Hu, Yuan Tang, and Shaosheng Fan. Hyperspectral Image Super Resolution Based on Multiscale Feature Fusion and Aggregation Network With 3-D Convolution, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 5180-5193. (SCI二区)

11. 陈天鹏,胡建文. 面向深度学习的遥感图像旋转目标检测研究综述. 计算机应用研究2023 .CSCD

12. 胡建文,汪泽平,胡佩. 基于深度学习的空谱遥感图像融合综述自然资源遥感2023, 35(1): 1-14. (CSCD)

13. 杜晨光,胡建文,胡佩,半监督卷积神经网络遥感图像融合,电子测量与仪器学报2021, 35(6): 63-70(CSCD)

Email:  117780631@qq.com

通讯地址: (邮政编码410114)长沙市雨花区万家丽南路二段960号登录入口云塘校区电气与信息工程学院




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