杨乐,女,1995年生,讲师,硕士生导师。2023年6月毕业于武汉大学测绘遥感信息工程全国重点实验室,2025年入选国家香江学者,主要从事合成孔径雷达(SAR)影像处理和应用,包括极化SAR影像定标、智能解译、分类、灾害监测和评估等研究和应用工作。近年来主持国家自然科学基金一项,发表SCI及EI论文10余篇,担任国内外主要领域期刊的审稿人。
主讲课程:数字摄影测量、遥感技术。
合成孔径雷达具有全天时全天候监测的优势,欢迎测绘、遥感、GIS、计算机及跨学科学生报考。感兴趣同学可发邮件至yangle@zzu.edu.cn
主要科研项目情况:
国家自然科学基金青年基金项目,基于自然地物稳定散射特性的星载SAR影像极化定标方法研究,2025.01至今,30万元,在研,主持
国家香江学者项目,高效AI技术用于InSAR数据分析,2026.01至2027.12,36万元,在研,主持
国家****项目,高分辨率对地观测系统重大专项技术综合评估,2020.12至2023.12,996万元,结题,技术骨干
科研成果(论文、著作、获奖等):
[1] L. Yang, L. Shi, W. Sun, J. Yang, P. Li, D. Li, S. Liu and L. Zhang, “Radiometric and Polarimetric Quality Validation of Gaofen-3 over a Five-Year Operation Period,” Remote Sensing, vol. 15, no. 6, pp. 1605, 2023. (SCI)
[2] L. Yang, L. Shi, J. Yang, P. Li, L. Zhao, and J. Zhao, "PolSAR additive noise estimation based on shadow regions," International Journal of Remote Sensing, vol. 42, no. 1, pp. 259-273, 2021. (SCI)
[3] L. Shi, L. Yang, L. Zhao, P. Li, J. Yang, and L. Zhang, "NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator," IEEE Transactions on Geoscience and Remote Sensing, pp. 1-18, 2020. (SCI)
[4] L. Shi, L. Yang, W. Sun, P. Li, J. Yang, and L. Zhang, “Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR data,” IEEE Transactions on Geoscience and Remote Sensing, pp. 1-23, 2023. (SCI)
[5] L. Yang, L. Shi, P. Li, J. Yang, L. Zhao, and B. Zhao, "The low backscattering objects classification in polsar image based on bag of words model using support vector machine," in Proc. ISPRS, Beijing, China, 2018, vol. 42, pp. 2089-2092. (会议EI)
[6] 史磊, 孙维东, 杨乐, 等. LT-1A卫星全极化SAR辐射与极化系统误差稳定性分析:以热带雨林场景为例[J]. 雷达学报(中英文), 2025, 14(2): 405–423. doi: 10.12000/JR24102 (EI)
[7] 史磊,杨杰,李平湘,杨乐,赵伶俐 .2021. 不依赖人工定标器的全极化 SAR 定标研究进展 . 遥感学报,25(11):2211-2219 (EI)
[8] 杨乐,史磊,李平湘,杨杰,赵伶俐. 基于极化SAR影像暗目标的系统热噪声估计.第四届成像雷达对地观测高级学术研讨会(ADSAR 2018)论文集, 深圳, 广东, 11月20-23日, 2018. (优秀论文)
[9] W. Liu, J. Yang, J. Zhao, and L. Yang, "A Novel Method of Unsupervised Change Detection Using Multi-Temporal PolSAR Images," Remote Sensing, vol. 9, no. 11, pp. 1135-1154, 2017. (SCI)
[10] J. Zhao, J. Yang, Z. Lu, P. Li, W. Liu, and L. Yang, "A Novel Method of Change Detection in Bi-Temporal PolSAR Data Using a Joint-Classification Classifier Based on a Similarity Measure," Remote Sensing, vol. 9, no. 8, pp. 846-862, 2017. (SCI)
[11] J. Zhao, J. Yang, Z. Lu, P. Li, W. Liu, and L. Yang, "An Unsupervised Method of Change Detection in Multi-Temporal PolSAR Data Using a Test Statistic and an Improved K&I Algorithm," Applied Sciences, vol. 7, no. 12, pp. 1297, 2017. (SCI)
[12] W. Liu, J. Yang, J. Zhao, H. Shi, and L. Yang, "An Unsupervised Change Detection Method Using Time-Series of PolSAR Images from Radarsat-2 and GaoFen-3," Sensors (Basel, Switzerland), vol. 18, no. 2, 2018 Feb, 2018. (SCI)
[13] 发明专利:基于未定标极化雷达影像的角反射器探测方法,杨乐、史磊、李平湘、杨杰、赵伶俐。已授权,专利号:ZL 2018 1 0259117. X。
