彭代锋
Associate professor

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武汉大学博士、意大利特伦托大学博士后,南京信息工程大学副教授,硕士研究生导师,遥感科学与技术系副主任。担任The Photogrammetric Record期刊编委,  TGRS, GRSL, JSTARS, JAG, IJDE, ISPRS JPRS, INFFUS, CVIU, NEUCOM, TGSI等多个国际期刊审稿人,荣获JAG期刊2024-2025年度最佳审稿人。主持国家自然科学基金项目2项、江苏省青年基金项目1项、参与国家自然科学基金项目多项, 发表SCI论文30余篇(ESI高被引论文4篇), Google学术引用2500余次,主要从事人工智能、深度学习、遥感影像智能解译、变化检测等方面的研究工作。


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     欢迎具有测绘/遥感/计算机等专业背景、致力于遥感影像智能化解译方向的学生联系报考研究生(招收学硕和专硕)!


News!

欢迎投稿RS专刊Advances in Deep Learning Change Detection Based on High-Resolution Remote Sensing Imagery (https://www.mdpi.com/journal/remotesensing/special_issues/0CW710031E


代表性论著:

[1] Peng Daifeng, Xuelian Liu, Yongjun Zhang, Haiyan Guan, Yansheng Li, Lorenzo Bruzzone. Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges[J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 136: 104282.. SCI检索,一区TOP

[2] Peng Daifeng, Guan Haiyan, Zang Yufu, Bruzzone Lorenzo. Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-17. SCI检索,一区TOP

[3] Peng Daifeng, Bruzzone Lorenzo, Zhang Yongjun, Guan Haiyan, He Pengfei. SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery, International Journal of Applied Earth Observation and Geoinformation, 2021, 103: 102465. SCI检索,一区TOP

[4] Peng Daifeng, Bruzzone Lorenzo, Zhang Yongjun, Guan Haiyan, Ding Haiyong, Huang Xu. SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2020, 59(7): 5891-5906. SCI检索,一区TOPESI热点论文)

[5] Peng Daifeng, Zhang Yongjun, Guan Haiyan. End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++, Remote Sensing, 2019, 11(11): 1382. SCI检索,二区,ESI高被引论文)




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