学习和工作经历
2015.10 - 至今 性爱视频
助理教授、副教授、长聘副教授、长聘教授 2011.10 - 2015.02 意大利特伦托大学（University of Trento）博士，信息与通讯技术 2009.09 - 2011.06 中国矿业大学，硕士，摄影测量与遥感 2005.09 - 2009.06 中国矿业大学，学士，地理信息系统
获奖与荣誉
2023年，获地理信息科技进步奖一等奖（排名第5） 2021年，获第九届高校GIS论坛“高校GIS新锐” 2021年，获上海市教卫工作党委系统优秀共产党员称号 2021年，入选上海市青年科技启明星计划 2020年，获性爱视频
“优秀班主任” 2019年，获测绘科技进步奖一等奖（排名第1）
研究方向
月球与行星遥感光谱探测 多模态遥感信息处理与大模型 遥感场景-要素-物质智能识别与解译 多时相遥感动态监测及应用 图像智能理解与深度模式识别 主要学术兼职
委员，中国测绘学会深空探测遥感测绘工作委员会 委员，中国图象图形学学会遥感图像专业委员会 委员，中国遥感应用协会高光谱遥感技术与应用专业委员会 技术委员会主席，第十届国际多时相遥感影像分析会议（10th International Workshop on the Analysis of Multitemporal Remote Sensing Images - MultiTemp 2019） 程序委员会委员，国际光学工程学会“遥感图像和信号处理”遥感国际会议（SPIE Remote Sensing Digital Forum：Image and Signal Processing for Remote Sensing）2020年-至今 会员，电气电子工程师学会（IEEE） 会员，IEEE地球科学与遥感协会（IEEE GRSS） 会员，国际光学工程学会（SPIE）
担任10多个国际、国内学术会议分会场主席 担任50多个国际、国内学术期刊和国内外会议审稿人 主要项目
国家自然科学基金专项项目，耦合形貌-矿物-元素的祝融号着陆巡视区水活动痕迹遥感探测（42241130），2023.01~2023.12,主持
国家自然科学基金面上项目，融合多时相深浅特征的高光谱卫星遥感影像自动变化检测方法研究（42071324），2021.1~2024.12，主持 地表精细遥感变化检测的多视角层次分析方法研究，国家自然科学基金青年基金（41601354）, 2017.01-2019.12, 主持 卫星颤振影响修正，国家重点研发计划项目子课题（2017YFB05029033），2017.06-2020.12，主持 主要论文
H. Zhao, S. Liu*, X. Tong, Q. Du, L. Bruzzone, H. Xie, Y. Feng, K. Du, J. Zhang, Y. Xiong, "Stepwise Deep Feature Transfer Model for Martian Landform Mapping With Small Number of Labeled Samples," IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-14, 2025, Art no. 4601114. K. Du, S. Liu*, X. Tong, Q. Du, H. Xie, Y. Feng, Y. Jin, “Mineral quantitative inversion based on in-situ spectral observations from Yutu-2: Anomalous sample origin and mineral composition variations on the Rover's path,” Icarus, vol.444, pp:116821, 2026. J. Long, S. Liu*, M. Li, H. Zhao, Y. Jin, “BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 225, pp. 221-237, 2025. S. Liu, Z. Zhang, J. Zhang, K. Du, X. Tong, H. Xie, Y. Feng, Y. Jin, “LIBSFormer: Enhancing Mars in-situ LIBS data analysis with accurate and interpretable quantification of oxides,” Spectrochimica Acta Part B: Atomic Spectroscopy, 229, 107204, 2025. S. Liu, Y. Lin, K. Du, J. Zhang, X. Tong, H. Xie, B. Wan, Z. Zhang, "A Novel In Situ Dust Cover Index for Analyzing the Multispectral Camera Image Acquired by China’s Zhurong Mars Rover," IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-13, 2025, Art no. 4600213. J. Zhang, S. Liu*, K. Du, X. Tong, H. Xie, Y. Feng, Y. Jin, Y. Lin, B. Wan, “Automatic extraction of Transverse Aeolian Ridges (TARs) and analysis of landform influence for the Zhurong landing area on Mars,” Geomorphology, vol. 467, 2024, 109489. H. Zeng, S. Liu*, Z. Zhang, X. Liu, X. Tong, H. Xie, K. Du, J. Zhang, "A Novel Cross-Instrument Spectral Harmonization Approach for Mars In-situ LIBS Data," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-11, 2024, Art no. 4601311. S. Liu, H. Zeng, H. Wang, X. Tong, H. Zhao, K. Du, J. Zhang, "A Novel Adaptive Spectral Drift Correction Method for Re-calibrating the MarSCoDe - LIBS Data in China's Tianwen-1 Mars Mission," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 5430-5440, 2023. H. Zhao, S. Liu*, X. Tong, Q Du, L. Bruzzone, K. Du, J. Zhang, X. Lu, “MarsMapNet: A Novel Superpixel-Guided Multi-view Feature Fusion Network for Efficient Martian Landform Mapping,” IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024, Art no. 4600216. Y. Lin , S. Liu*, Y. Zheng, X. Tong, H. Xie, H. Zhu, K. Du, H. Zhao, J. Zhang, “An Unsupervised Transformer-based Multivariate Alteration Detection Approach for Change Detection in VHR Remote Sensing Images,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 3251-3261, 2024.
S. Liu, K. Du, X. Tong, H. Xie, Y. Feng, Y. Jin, C. Wang, H. Zhao, J. Zhang, “In-situ mapping of iron and titanium with the visible and near-infrared image spectrometer (VNIS) along the Yutu-2 rover traverse on the farside of the moon,” Icarus, vol. 412, 2024, Art no. 116003. H. Zhao, S. Liu, Q. Du, L. Bruzzone, Y. Zheng, K. Du, X. Tong, H. Xie, X. Ma, "GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, Art no. 5632814. S. Liu, Y. Zheng, Q. Du, L. Bruzzne, A. Samat, X. Tong, Y. Jin, C. Wang, “A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-13, 2022, Art no. 5410213. S. Liu, H. Zhao, Q. Du, L. Bruzzone, A. Samat and X. Tong, "Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, Art no. 5619314. 论文列表请参见：Google Scholar，Researchgate
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