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杨延红



姓    名杨延红

职    称讲  师

导师类型硕士生导师

电子邮箱yyh@email.tjut.edu.cn

办公地点:8-307

研究方向:模式识别、遥感图像/视频智能解译、医学图像理解


1.国家自然科学基金青年基金:多光谱视频中的未知目标检测与特征分析,2024,在研,主持

2.天津市自然科学基金青年项目:低空无人机多光谱视频目标检测方法研究,2023,在研,主持

3.企业委托项目: 面向多模态数据的医疗影像智能分析系统研发,2024-2029,负责人



[1] Yanhong Yang, Yuan Feng, Jianhua Zhang* and Shengyong Chen*. “Hyperspectral image restoration via subspace-based nonlocal low-rank tensor approximation.” IEEE Geoscience and Remote Sensing Letters. 2022, 19: 1-5.

[2] Haozheng Zhang, Yanhong Yang*, Jianhua Zhang and Shengyong Chen. “MLKAF-Net: Multiscale large kernel attention network for hyperspectral and multispectral image fusion,” IEEE Geoscience and Remote Sensing Letters. 2024, 21:1-5.

[3] Yanhong Yang, Shengyong Chen* and Jianwei Zheng. “Moreau-enhanced total variation and subspace factorization for hyperspectral denoising.” Remote Sensing. 2020, 12(2): 212-231.

[4] Yanhong Yang, Jianwei Zheng*, Shengyong Chen* and Meiyu Zhang. “Hyperspectral image restoration via local low-rank matrix recovery and Moreau-enhanced total variation.” IEEE Geoscience and Remote Sensing Letters. 2020, 17(6):1037-1041.

[5] Yanhong Yang, Jianwei Zheng and Shengyong Chen. “Local low-rank matrix recovery for hyperspectral image denoising with ℓ0 gradient constraint.” Pattern Recognition Letters. 2020, 135: 167-172.

[6] Yanhong Yang, Congcong Wang*, Yuan Feng, Jianhua Zhang, Yuhui Zheng and Shengyong Chen*. “Regularizing subspace representation for fusing hyperspectral and multispectral Images.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2021, 14: 12273-12286.

[7] Yanhong Yang, Danyang Li, Hongtao Wang, Yuan Feng, Lei Yan and Guodao Zhang*. “Hyperspectral image classification via a residual enhanced feature fusion hypergraph neural network.” Remote Sensing Letters. 2024, 15(3):313-325.

[8] Yanhong Yang, Haozheng Zhang, Alfredo Ballester Fernández, Sandra Alemany, Yuan Feng, Shengyong Chen and Guodao Zhang. “Digitalization of three-dimensional human bodies: A survey,” IEEE Transactions on Consumer Electronics. 2024.



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