张瑞倩副研究员

硕导

遥感智能理解、自然资源监测、多模态大模型

  • zhangrq@casm.ac.cn

职称/职务:副研究员

博导/硕导:硕导

电子邮箱:zhangrq@casm.ac.cn

办公地址:北京市海淀区莲花池西路28号院



2011.09-2015.06,武汉大学,遥感科学与技术,工学学士

2015.09-2021.06,武汉大学,摄影测量与遥感,工学博士

2018.09-2019.09,美国加州大学默塞德分校,电气工程与计算机科学,联合培养

2021.6至今,中国测绘科学研究院

遥感智能理解、自然资源监测、多模态大模型

2023.1-2025.12,国家自然科学基金,主持

2022.9-2024.6,中国博士后科学基金,主持

2024.1-2025.12,中央科研院所基本科研业务费项目,主持

中国地理信息产业协会:地理信息科技进步奖,特等奖,2025年;

国际摄影测量与遥感协会:首届ISPRS高分辨率影像单木冠形分割比赛,金奖,2024年;

自然资源部办公厅:自然资源系统青年突击标兵,2024年;

自然资源部办公厅:2023年度自然资源优秀调研报告,2024年;中国地理信息产业协会:地理信息科技进步奖,特等奖,2022年;

北京市科学技术协会:青年人才托举工程称号,2023年;

国家自然科学基金委员会信息科学部:“国丰东方慧眼杯”遥感影像智能处理算法大赛,三等奖,2023年;

国务院第三次全国国土调查领导办公室&中华人民共和国自然资源部:第三次全国国土调查先进集体,团体,2022年

Kaixuan Lu†, Ruiqian Zhang†, Xiao Huang†, Yuxing Xie†, Xiaogang Ning, Hanchao Zhang, Mengke Yuan, Pan Zhang, Tao Wang, and Tongkui Liao. Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing[J]. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63: 5613913.

Xiaogang Ning, Hanchao Zhang, Ruiqian Zhang* and Xiao Huang. Multi-stage progressive change detection on high resolution remote sensing imagery[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 207: 231-244. [ESI高被引]

Ruiqian Zhang, Hanchao Zhang, Xiaogang Ning, Xiao Huang, Jiaming Wang and Wei Cui. Global-aware siamese network for change detection on remote sensing images[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 199: 61-72. [ESI高被引]

Ruiqian Zhang, Shawn Newsam, Zhenfeng Shao, Xiao Huang, Jiaming Wang and Deren Li. Multi-scale adversarial network for vehicle detection in UAV imagery[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2021, 180: 283-295.

Weibin Ma, Ruiqian Zhang*, Xiaogang Ning, Hanchao Zhang, Yixin Chen. Exploring the Potential of VLMs in Remote Sensing through Prompt Optimization [C]//The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2025, 48:219-226.

Yixin Chen, Xiaogang Ning, Ruiqian Zhang, Hanchao Zhang, Xiao Huang, You He. ESMII-Net: An Edge-Synergy and Multidimensional Information Interaction Network for Remote Sensing Change Detection[J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 139: 104507.

Jindou Zhang, Ruiqian Zhang, Xiao Huang, Zhizheng Zhang, Bowen Cai, Xianwei Lv, Zhenfeng Shao, Deren Li. Joint content-aware and difference-transform lightweight network for remote sensing images semantic change detection[J]. Information Fusion, 2025, 123: 103276.

Ruiqian Zhang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Yufeng Wang and Deren Li. Adaptive Dense Pyramid Network for Object Detection in UAV Imagery[J]. Neurocomputing, 2022, 489: 377-389.

Yixin Chen, Ruiqian Zhang*, Xiaogang Ning, Hanchao Zhang, You He, Yuxing Xie and Jiaming Wang.Change Dino: A Unified Transformer-Based Framework For Object-Level Change Detection and Segmentation in Remote Sensing Imagery[C]// International Geoscience and Remote Sensing Symposium (IGARSS), 2024:8585-8589.

Hanchao Zhang, Ruiqian Zhang*, Xiaogang Ning, Xiao Huang, You He, Yixin Chen, Mingzhu Li, Wei Cui and Jiaming Wang. LIM-CD: A Large-scale Remote Sensing Change Detection Dataset for Incremental Monitoring[C]// ISPRS Annals, GSW X-1/W1-2023, 903-910.

Jiaming Wang, Tao Lu, Xiao Huang, Ruiqian Zhang and Xiaoxiao Feng. Pan-sharpening via conditional invertible neural network[J]. Information Fusion, 2024, 101: 101980.

Jiaming Wang, Qiang Zhou, Xiao Huang, Ruiqian Zhang, Xitong Chen, Tao Lu. Pan-sharpening via intrinsic decomposition knowledge distillation[J]. Pattern Recognition, 2024, 149: 110247.

宁晓刚, 张翰超, 张瑞倩. 智能化测绘:遥感影像高可信智能不变检测技术框架与方法实践[J]. 测绘学报, 2024, 53(6): 1098-1112.(EI)

Xiaogang Ning, You He, Hanchao Zhang, Ruiqian Zhang, Dong Chang, and Minghui Hao. Semantic Information Collaboration Network for Semantic Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2024, doi: 10.1109/JSTARS.2024.3418632.

某于统一强化学习的遥感视觉语言大模型训练方法及装置,2026,受理;

超邻域感知的遥感图像变化检测方法、装置、设备及介质,2025,受理;

多维信息交互和小目标增强的变化检测方法及装置,2024,受理;

基于边缘感知图引导的边缘协同变化检测方法及装置,2024,受理;

基于不变信息样本筛选的耕地范围变化检测方法及装置,2024,授权;

遥感图像精细化对象级变化的检测方法及装置,2024,受理;

高分辨率光学遥感影像变化检测方法、装置及计算机设备,2023,受理;

基于增量监督的遥感影像建筑粗标签精细化方法及装置,2023,受理;

一种改进自适应池化的深度学习遥感影像分类方法,2022,受理;

基于影像魔方的遥感影像增强降采样方法及系统,2022,授权