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校外导师

马洪兵
2017年03月01日 11:19:00  

马洪兵

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教授、博士生导师

研究领域：图像处理、模式识别、嵌入式系统

办公室＆实验室：：

电子邮件：hbma@tsinghua.edu.cn

联系电话：

教育背景

  1. 河北师范大学，学士，数学

  2. 北京大学，硕士，信号与信息处理

  3. 北京大学，博士，遥感

社会工作

  1. 中国图象图形学学会视频图象与安全专业委员会秘书长

  2. 中国湿地保护协会专家委员会委员

  3. 中国遥感应用协会光学遥感专业委员会委员

奖励情况

  1. 北京市科学技术奖二等奖

  2. 国家林业局/中国林学会梁希林业科学技术奖二等奖

  3. 中国测绘地理信息协会全国优秀测绘工程奖白金奖

  4. 清华大学研究生良师益友奖

  5. 微软杰出教师奖

主持项目

曾经主持和参与多项国家自然科学基金、重点研发计划以及专项项目。包括第二次全国湿地资源调查，担任8个省级单位技术总负责（2009-2013年），全国重点省份泥炭沼泽碳库调查，担任3个省级单位技术总负责（2013-2017年）

目前在研项目：

  1. ISAR图像目标快速识别技术，2022-2024，62.5万元

  2. 手机标识识别与视频关键帧检测技术，2022-2023，65.7万元

  3. 新疆常见多发恶性肿瘤发生关键调控和干预机制及精准防诊治研究，2022-2026，60万元

学术成果

发表论文100余篇，出版教材、专著（包括译著）15部，授权发明专利6项。

近5年（2018-2023）英文期刊论文：

  1. Zhu, Jiahe, Xu Chen, Huan Zhang, Zelong Tan, Shengjin Wang, and Hongbing Ma. 2023. 'Transformer Based Remote Sensing Object Detection With Enhanced Multispectral Feature Extraction', Ieee Geoscience and Remote Sensing Letters, 20.

  2. Xue, Yuan, Zheyuan Wang, Liangliang Li, and Hongbing Ma. 2023. 'A(2)M: An Amplification-Arbitrary Module for Remote Sensing Image Super-Resolution', Ieee Geoscience and Remote Sensing Letters, 20.

  3. Zhang, Guofeng, Askar Hamdulla, and Hongbing Ma. 2023. 'Infrared Small Target Detection Based on Multidirectional Cumulative Measure', Ieee Geoscience and Remote Sensing Letters, 20.

  4. Gao, Feng, Liangliang Li, Jiawen Wang, Kaipeng Sun, Ming Lv, Zhenhong Jia, and Hongbing Ma. 2023. 'A Lightweight Feature Distillation and Enhancement Network for Super-Resolution Remote Sensing Images', Sensors, 23.

  5. Jiang, Yonglong, Liangliang Li, Jiahe Zhu, Yuan Xue, and Hongbing Ma. 2023. 'DEANet: Decomposition Enhancement and Adjustment Network for Low-Light Image Enhancement', Tsinghua Science and Technology, 28: 743-53.

  6. Li, Liangliang, Ming Lv, Zhenhong Jia, Qingxin Jin, Minqin Liu, Liangfu Chen, and Hongbing Ma. 2023. 'An Effective Infrared and Visible Image Fusion Approach via Rolling Guidance Filtering and Gradient Saliency Map', Remote Sensing, 15.

  7. Li, Liangliang, Ming Lv, Zhenhong Jia, and Hongbing Ma. 2023. 'Sparse Representation-Based Multi-Focus Image Fusion Method via Local Energy in Shearlet Domain', Sensors, 23.

  8. Li, Liangliang, Hongbing Ma, and Zhenhong Jia. 2023. 'Gamma Correction-Based Automatic Unsupervised Change Detection in SAR Images Via FLICM Model', Journal of the Indian Society of Remote Sensing, 51: 1077-88.

  9. Lv, Ming, Liangliang Li, Qingxin Jin, Zhenhong Jia, Liangfu Chen, and Hongbing Ma. 2023. 'Multi-Focus Image Fusion via Distance-Weighted Regional Energy and Structure Tensor in NSCT Domain', Sensors, 23.

  10. Tang, Pengfei, Liangliang Li, Yuan Xue, Ming Lv, Zhenhong Jia, and Hongbing Ma. 2023. 'Real-World Underwater Image Enhancement Based on Attention U-Net', Journal of Marine Science and Engineering, 11.

  11. Wang, Zheyuan, Liangliang Li, Linxin Xing, Jiawen Wang, Kaipeng Sun, and Hongbing Ma. 2023. 'Information Purification Network for Remote Sensing Image Super-Resolution', Tsinghua Science and Technology, 28: 310-21.

  12. Xue, Yuan, Liangliang Li, Zheyuan Wang, Chenchen Jiang, Minqin Liu, Jiawen Wang, Kaipeng Sun, and Hongbing Ma. 2023. 'RFCNet: Remote Sensing Image Super-Resolution Using Residual Feature Calibration Network', Tsinghua Science and Technology, 28: 475-85.

  13. Huang, Yiqing, Jiansheng Chen, Huimin Ma, Hongbing Ma, Wanli Ouyang, and Cheng Yu. 2022. 'Attribute assisted teacher-critical training strategies for image captioning', Neurocomputing, 506: 265-76.

  14. Li, Liangliang, Ming Lv, Hongbing Ma, Zhenhong Jia, Xinghua Yang, and Weiyi Yang. 2022. 'X-ray Image Enhancement Based on Adaptive Gradient Domain Guided Image Filtering', Applied Sciences-Basel, 12.

  15. Li, Lingyun, and Hongbing Ma. 2022. 'RDCTrans U-Net: A Hybrid Variable Architecture for Liver CT Image Segmentation', Sensors, 22.

  16. Li, Liangliang, Hongbing Ma, and Zhenhong Jia. 2022. 'Multiscale Geometric Analysis Fusion-Based Unsupervised Change Detection in Remote Sensing Images via FLICM Model', Entropy, 24.

  17. Liu, Zhiyan, Yuwen Yang, Feifei Gao, Ting Zhou, and Hongbing Ma. 2022. 'Deep Unsupervised Learning for Joint Antenna Selection and Hybrid Beamforming', Ieee Transactions on Communications, 70: 1697-710.

  18. Wang, Yuan, Abdugheni Abliz, Hongbing Ma, Li Liu, Alishir Kurban, Umut Halik, Matti Pietikainen, and Wenjuan Wang. 2022. 'Hyperspectral Estimation of Soil Copper Concentration Based on Improved TabNet Model in the Eastern Junggar Coalfield', Ieee Transactions on Geoscience and Remote Sensing, 60.

  19. Wang, Zheyuan, Liangliang Li, Yuan Xue, Chenchen Jiang, Jiawen Wang, Kaipeng Sun, and Hongbing Ma. 2022. 'FeNet: Feature Enhancement Network for Lightweight Remote-Sensing Image Super-Resolution', Ieee Transactions on Geoscience and Remote Sensing, 60.

  20. Xue, Youze, Jiansheng Chen, Xiangming Gu, Huimin Ma, and Hongbing Ma. 2022. 'Boosting Monocular 3D Human Pose Estimation With Part Aware Attention', Ieee Transactions on Image Processing, 31: 4278-91.

  21. Zhang, Guofeng, Hongbing Ma, and Askar Hamdulla. 2022. 'Infrared Small Target Detection Using Regional Feature Difference of Patch Image', Sensors, 22.

  22. Cao, Xugang, Youze Xue, Jiansheng Chen, Xiaohe Chen, Yu Ma, Chunhua Hu, Huimin Ma, and Hongbing Ma. 2021. 'Video Based Shuffling Step Detection for Parkinsonian Patients Using 3D Convolution', Ieee Transactions on Neural Systems and Rehabilitation Engineering, 29: 641-49.

  23. Li, Liangliang, and Hongbing Ma. 2021. 'Pulse Coupled Neural Network-Based Multimodal Medical Image Fusion via Guided Filtering and WSEML in NSCT Domain', Entropy, 23.

  24. Li, Liangliang, and Hongbing Ma. 2021. 'Saliency-Guided Nonsubsampled Shearlet Transform for Multisource Remote Sensing Image Fusion', Sensors, 21.

  25. Li, Liangliang, Hongbing Ma, and Zhenhong Jia. 2021. 'Change Detection from SAR Images Based on Convolutional Neural Networks Guided by Saliency Enhancement', Remote Sensing, 13.

  26. Li, Liangliang, Hongbing Ma, Zhenhong Jia, and Yujuan Si. 2021. 'A novel multiscale transform decomposition based multi-focus image fusion framework', Multimedia Tools and Applications, 80: 12389-409.

  27. Li, Xi, Huimin Ma, Sheng Yi, Yanxian Chen, and Hongbing Ma. 2021. 'Single annotated pixel based weakly supervised semantic segmentation under driving scenes', Pattern Recognition, 116.

  28. Wang, Yuan, Hongbing Ma, Kuerban Alifu, and Yalong Lv. 2021. 'Remote sensing image description based on word embedding and end-to-end deep learning', Scientific Reports, 11.

  29. Wang, Yuan, Hongbing Ma, Jingzhe Wang, Li Liu, Matti Pietikainen, Zipeng Zhang, and Xiangyue Chen. 2021. 'Hyperspectral monitor of soil chromium contaminant based on deep learning network model in the Eastern Junggar coalfield', Spectrochimica Acta Part a-Molecular and Biomolecular Spectroscopy, 257.

  30. Yang, Chengzhu, Yuantao Gu, Badong Chen, Hongbing Ma, and Hing Cheung So. 2021. '2-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery', Ieee Transactions on Circuits and Systems Ii-Express Briefs, 68: 1492-96.

  31. Li, Liangliang, Yujuan Si, Linli Wang, Zhenhong Jia, and Hongbing Ma. 2020. 'Brain Image Enhancement Approach Based on Singular Value Decomposition in Nonsubsampled Shearlet Transform Domain', Journal of Medical Imaging and Health Informatics, 10: 1785-94.

  32. Li, Liangliang, Hongbing Ma, Zhenhong Jia, and Yujuan Si. 2020. 'A novel approach for multi-focus image fusion based on SF-PAPCNN and ISML in NSST domain', Multimedia Tools and Applications, 79: 24303-28.

  33. Wang, Yali, Huicheng Lai, Hongbing Ma, Zhenhong Jia, and Liejun Wang. 2020. 'A Novel Harris Feature Detection-Based Registration for Remote Sensing Image', Journal of the Indian Society of Remote Sensing, 48: 1245-52.

  34. Yang, Chengzhu, Yuantao Gu, Badong Chen, Hongbing Ma, and Hing Cheung So. 2020. 'Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee', Ieee Transactions on Signal Processing, 68: 5244-59.

  35. Guo, Yongde, and Hongbing Ma. 2019. 'Image Blind Deblurring Using an Adaptive Patch Prior', Tsinghua Science and Technology, 24: 238-48.

  36. Yang, Chengzhu, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, and Hing Cheung So. 2019. 'Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees', Ieee Transactions on Signal Processing, 67: 5046-61.

  37. Chen, Liuqing, Xiaofeng Zhang, and Hongbing Ma. 2018. 'Sparse Representation over Shared Coefficients in Multispectral Pansharpening', Tsinghua Science and Technology, 23: 315-22.

  38. Yang, Chengzhu, Xinyue Shen, Hongbing Ma, Yuantao Gu, and Hing Cheung So. 2018. 'Sparse Recovery Conditions and Performance Bounds for l(p)-Minimization', Ieee Transactions on Signal Processing, 66: 5014-28.

    近5年（2018-2023）中文期刊论文：

  39. 于淼,马洪兵,王宏伟.基于Sentinel-2影像的雄安新区2016—2019年土地利用分析[J].测绘通报, 2021(12): 6-9+32. DOI:10.13474/j.cnki.11-2246.2021.363.

  40. 张国峰,马洪兵,艾斯卡尔·艾木都拉.基于权重强化局部方差对比的红外小目标检测[J].电讯技术,2021,61(10):1263-1269.

  41. 李熹,马惠敏,马洪兵等.融合语义—表观特征的无监督前景分割[J].中国图象图形学报,2021,26(10):2503-2513.

  42. 于淼,王宏伟,马洪兵.基于改进遗传算法的储氢容量优化[J].水力发电,2021,47(07):95-98+110.

  43. 陈习锋,丁举鹏,梅弘业等.高铁无线光通信技术研究现状[J].光通信技术,2021,45(01):5-9.DOI:10.13921/j.cnki.issn1002-5561.2021.01.002.

  44. 丁举鹏,易芝玲,马洪兵等.室内非朗伯型可见光多径无线信道特性研究[J].新疆大学学报(自然科学版)(中英文),2020,37(04):489-499.DOI:10.13568/j.cnki.651094.651316.2020.02.22.0002.

  45. 党欣,马洪兵.基于闭合区域特征的光学和SAR遥感图像配准[J].电子设计工程,2019,27(04):113-117.DOI:10.14022/j.cnki.dzsjgc.2019.04.025.

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