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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。1985年出生于湖南娄底,2013年毕业于湖南大学控制科学与工程专业,获博士学位。

主要教授课程:

图像处理、人工智能、模拟电子技术,计算机控制技术,区间信号自动控制,微机原理

主要研究方向:

图像处理,深度学习,模式识别

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29篇,其中SCI 期刊论文14篇,ESI高被引论文3篇。授权发明专利多项。

近三年主要科研论文:

1. 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,一区)

2. 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,一区)

3. Hui Zhang*, Liuchen Wu, Yurong Chen, Ruibo Chen, Senlin Kong, Yaonan Wang, Jianwen Hu*, Jonathan Wu. Attention-Guided Multitask Convolutional Neural Network for Power Line Parts Detection, IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-13, 2022, Art no. 5008213. (SCI二区)

4. 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,二区)

5. 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)

6. 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)

7. 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,二区)

8. 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)

9. 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). (CSCD)

10. 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)

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