陆小辰 讲师

发布者:信息科学与技术学院发布时间:2020-07-03浏览次数:7228


个人简介

2010,毕业于合肥工业大学自动化专业,获工学学士学位;

2013,毕业于南京理工大学控制工程专业,获工程硕士学位;

2018,毕业于哈尔滨工业大学信息与通信工程专业,获工学博士学位;

20188月就职于上海无线电设备研究所,任图像处理设计师职务,

20201月迄今任东华大学信息科学与技术学院通信工程系讲师,硕士生导师;

主要遥感图像分类与识别,高光谱数据分析与处理,多源信息融合与应用等方面研究,在IEEE Transaction on Geoscience and Remote Sensing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Remote Sensing等国际遥感类期刊与会议上发表论文10与篇,申请专利5项,已获授权2项,主持上海市自然科学基金、东华大学青年教师启动资助项目、上海无线电设备研究所自筹创新等项目,曾参与国家自然科学基金面上项目、装备预研基金、863计划、上海航天技术研究院自主研发等课题的研究工作,担任IEEE Transaction on Geoscience and Remote SensingIEEE Transaction on Medical ImagingEuropean Journal of Remote Sensing等期刊审稿人。


研究方向

图像处理与模式识别;高光谱数据分析与处理;多源信息融合与应用。


荣誉与奖励

博士研究生国家奖学金,中国电子教育学会优秀博士学位论文。


近五年承担的科研项目

1.2019/7-2022/6,上海市自然科学基金,“面向高光谱数据的高分辨率全色图像协同分类研究”;

2.2020/3-2021/3,东华大学青年教师启动资助项目,“基于深度学习的时频图像序列干扰识别研究”。


近五年代表性论文、专利

1. Xiaochen Lu, Junping Zhang, Tong Li, Ye Zhang, “A Novel Synergetic Classification Approach for Hyperspectral and Panchromatic Images Based on Self-Learning”, IEEE Trans. Geosci. Remote Sens., 2016, 54 (8): 4917-4928 (SCI一区, IF: 4.942)

2. Xiaochen Lu, Junping Zhang, Tong Li, Ye Zhang, “Incorporating Diversity into Self-Learning for Synergetic Classification of Hyperspectral and Panchromatic Images”, Remote Sens., 2016, 8(10): 804 (SCI二区, IF: 3.244)

3. Xiaochen Lu, Junping Zhang, Tong Li, Ye Zhang, “Hyperspectral Image Classification Based on Semi-Supervised Rotation Forest”, Remote Sens., 2017, 9(9): 924 (SCI二区, IF: 3.406)

4. Xiaochen Lu, Junping Zhang, and Ye Zhang. “Pan-Sharpening by Multilevel Interband Structure Modeling”, IEEE Geosci. Remote Sens. Letters, 2016, 13 (7): 892-896 (SCI二区, IF: 2.761)

5. Xiaochen Lu, Junping Zhang, Xiangzhen Yu, Wenming Tang, “Hyper-Sharpening Based on Spectral Modulation”, IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., 2019, 12 (5), 1534-1548 (SCI二区, IF: 2.777)

6. Junping Zhang, Tong Li, Xiaochen Lu, Zhen Cheng. "Semantic Classification of High-Resolution Remote-Sensing Images Based on Mid-level Features", IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., 2016, 9 (6): 2343-2353 (SCI二区, IF: 2.913)

7. Tong Li, Junping Zhang, Xiaochen Lu, Ye Zhang, "SDBD: A Hierarchical Region-of-Interest Detection Approach in Large-Scale Remote Sensing Image", IEEE Geosci. Remote Sens. Letters, 2017, 14 (5): 1-5 (SCI二区, IF: 2.893)

8. Xiaochen Lu, Junping Zhang. “Panchromatic and Multispectral Images Fusion Based on Modified GS-SWT”, IEEE Geosci. Remote Sens. Symp., Quebec, Canada, 2014 (EI检索)

9. Xiaochen Lu, Junping Zhang, Ye Zhang, “An Improved Non-Subsampled Contourlet Transform-Based Hybrid Pan-Sharpening Algorithm”, IEEE Geosci. Remote Sens. Symp., Fort Worth, USA, 2017 (EI检索)

10. Xiaochen Lu, Xiangzhen Yu, Wenming Tang, Bingqi Zhu, “Spectral Modulation for Fusion of Hyperspectral and Multispectral Images”, IEEE Geosci. Remote Sens. Symp., Yokohama, Japan, 2019 (EI检索)

11. 张钧萍, 陆小辰, 李彤. 基于自学习的高光谱图像和可见光图像融合分类方法 (专利号: ZL.201510408771.9)

12. 张钧萍, 陆小辰, 李彤. 基于多层带间结构模型的多光谱图像和全色图像融合方法 (专利号: ZL.201610179673.7)


联系信息

电子邮箱:lxchen09@dhu.edu.cn;办公地址:2号学院楼606