Publications
Here are some works of mine 📚
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing
Kaixuan Lu†, Ruiqian Zhang†, Xiao Huang†, Yuxing Xie†, Xiaogang Ning, Hanchao Zhang, Mengke Yuan, Pan Zhang, Tao Wang and Tongkui Liao
IEEE Transactions on Geoscience and Remote Sensing, 2025
[paper]
ESMII-Net: An Edge-Synergy and Multidimensional Information Interaction Network for Remote Sensing Change Detection
Yixin Chen, Xiaogang Ning, Ruiqian Zhang, Hanchao Zhang, Xiao Huang and You He
International Journal of Applied Earth Observation and Geoinformation, 2025
[paper]
Multi-stage progressive change detection on high resolution remote sensing imagery
Xiaogang Ning, Hanchao Zhang, Ruiqian Zhang* and Xiao Huang
ISPRS Journal of Photogrammetry and Remote Sensing, 2024
[paper]
Semantic Information Collaboration Network for Semantic Change Detection
Xiaogang Ning, You He, Hanchao Zhang, Ruiqian Zhang, Dong Chang, and Minghui Hao
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
[paper]
Pan-sharpening via intrinsic decomposition knowledge distillation
Jiaming Wang, Qiang Zhou, Xiao Huang, Ruiqian Zhang, Xitong Chen and Tao Lu
Pattern Recognition, 2024
[paper]
Understanding remote sensing imagery like reading a text document: What can remote sensing image captioning offer?
Xiao Huang, Kaixuan Lu, Siqin Wang, Junyu Lu, Xiao Li and Ruiqian Zhang
International Journal of Applied Earth Observation and Geoinformation, 2024
[paper]
Pan-sharpening via conditional invertible neural network
Jiaming Wang, Tao Lu, Xiao Huang, Ruiqian Zhang and Xiaoxiao Feng
Information Fusion, 2024
[paper]
Adaptive Dense Pyramid Network for Object Detection in UAV Imagery
Ruiqian Zhang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Yufeng Wang and Deren Li
Neurocomputing, 2022
[paper]
Multi-scale adversarial network for vehicle detection in UAV imagery
Ruiqian Zhang, Shawn Newsam, Zhenfeng Shao, Xiao Huang, Jiaming Wang and Deren Li
ISPRS Journal of Photogrammetry and Remote Sensing, 2021
[paper]
Deep Locally Linear Embedding Network
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang and Xitong Chen
Information Sciences, 2022
[paper]
A Bidirectional Cross-Scale Backbone for Recognition and Localization
Song Peng, Zhenfeng Shao, Xiao Huang, Yi Zhu, Ruiqian Zhang and Junwei Zha
IEEE Transactions on Circuits and Systems for Video Technology, 2022
[paper]
Pan-Sharpening via Deep Locally Linear Embedding Residual Network
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang and Gui Cheng
IEEE Transactions on Geoscience and Remote Sensing, 2022
[paper]
MapsNet: Multi-Level Feature Constraint and Fusion Network for Change Detection
Jianping Pan, Wei Cui, Xinyong An, Xiao Huang, Hanchao Zhang, Sihang Zhang, Ruiqian Zhang, Xin Li, Weihua Cheng and Yong Hu
International Journal of Applied Earth Observation and Geoinformation, 2022
[paper]
From Artifact Removal to Super-Resolution
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang and Yong Li
IEEE Transactions on Geoscience and Remote Sensing, 2022
[paper]
Enhanced Image Prior for Unsupervised Remoting Sensing Super-Resolution
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang and Jiayi Ma
Neural Networks, 2021
[code]
Object Detection in UAV Images via Global Density Fused Convolutional Network
Ruiqian Zhang, Zhenfeng Shao, Xiao Huang, Jiaming Wang and Deren Li
Remote Sensing, 2020
[paper]
A Deep Unfolding Method for Satellite Super Resolution
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu and Ruiqian Zhang
IEEE Transactions on Computational Imaging, 2022
[paper]
Advances of geo-spatial intelligence at LIESMARS
Deren Li, Zhenfeng Shao and Ruiqian Zhang
Geo-spatial Information Science, 2020
[paper]
Internal and external spatial–temporal constraints for person reidentification
Zhenfeng Shao, Jiaming Wang, Tao Lu, Ruiqian Zhang, Xiao Huang and Xianwei Lv
Journal of Visual Communication and Image Representation, 2021
[code]
Boundary-Aware Multitask Learning for Remote Sensing Imagery
Yufeng Wang, Wenrui Ding, Ruiqian Zhang and Hongguang Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
[paper]
Spatial–temporal pooling for action recognition in videos
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang and Xianwei Lv
Neurocomputing, 2021
[paper]
Conference Papers
Change Dino: A Unified Transformer-based Framework for Object-Level Change Detection and Segmentation in Remote Sensing Imagery
Yixin Chen, Ruiqian Zhang*, Xiaogang Ning, Hanchao Zhang, You He, Yuxing Xie and Jiaming Wang
International Geoscience and Remote Sensing Symposium (IGARSS), 2024
[paper]
PANORAMIC CHANGE ANALYSIS FRAMEWORK (PCA-F): A NEW METHOD FOR LARGE-SCALE CHANGE DETECTION IN HIGH-RESOLUTION REMOTE SENSING IMAGES
Hanchao Zhang, You He, Xiaogang Ning, Ruiqian Zhang, Siyu Yang, Lan Chun, Ruiyi Zhu and Zhenneng Yan
International Geoscience and Remote Sensing Symposium (IGARSS), 2024
[paper]
LIM-CD: A Large-scale Remote Sensing Change Detection Dataset for Incremental Monitoring
Hanchao Zhang, Ruiqian Zhang*, Xiaogang Ning, Xiao Huang, You He, Yixin Chen, Mingzhu Li, Wei Cui and Jiaming Wang
ISPRS Annals of the Photogrammetry Remote Sensing and Spatial Information Sciences, 2023
S-CNN-Based Ship Detection from High-Resolution Remote Sensing Images
Ruiqian Zhang, Jian Yao, Kao Zhang, Chen Feng and Jiadong Zhang
Isprs International Archives of the Photogrammetry Remote Sensing & Spatial Information Sciences (ISPRS Archives), 2016
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