An novel active learning strategy for hyperspectral image classification. - Qian Shi 001; Liangpei Zhang 001; Bo Du 001 (WHISPERS, 2012)

Spatial correlated information based batch mode active learning method for remote sensing image classification. - Qian Shi 001; Liangpei Zhang 001; Bo Du 001 (IGARSS, 2013)

Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification. - Qian Shi 001; Liangpei Zhang 001; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2013)

A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area. - Xiaoping Liu 001; Guohua Hu; Bin Ai; Xia Li 001; Qian Shi 001 (Remote. Sens., 2015)

Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm. - Qian Shi 001; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification. - Qian Shi 001; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Image Process., 2015)

Active learning approach for remote sensing imagery classification using spatial information. - Qian Shi 001; Xin Huang 002; Jiayi Li 001; Liangpei Zhang 001 (IGARSS, 2016)

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. - Xue Li; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Road Detection From Remote Sensing Images by Generative Adversarial Networks. - Qian Shi 001; Xiaoping Liu 001; Xia Li 001 (IEEE Access, 2018)

ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications. - Xu Chen 004; Qian Shi 001; Lei Yang 001; Jie Xu (IEEE Netw., 2018)

An Active Relearning Framework for Remote Sensing Image Classification. - Qian Shi 001; Xiaoping Liu 001; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2018)

Accessibility-Free Active Learning for Hyperspectral Image Classification. - Chenying Liu 001; Jun Li 009; Mercedes Eugenia Paoletti; Juan Mario Haut; Antonio Plaza; Qian Shi 001 (IGARSS, 2019)

Multitask deep learning with spectral knowledge for hyperspectral image classification. - Shengjie Liu 001; Qian Shi 001; Zhixin Qi (CoRR, 2019)

Regularised transfer learning for hyperspectral image classification. - Qian Shi 001; Yipeng Zhang; Xiaoping Liu 001; Kefei Zhao (IET Comput. Vis., 2019)

Domain Adaptation With Discriminative Distribution and Manifold Embedding for Hyperspectral Image Classification. - Zengmao Wang; Bo Du 001; Qian Shi 001; Weiping Tu (IEEE Geosci. Remote. Sens. Lett., 2019)

Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network. - Penghua Liu; Xiaoping Liu 001; Mengxi Liu; Qian Shi 001; Jinxing Yang; Xiaocong Xu; Yuanying Zhang (Remote. Sens., 2019)

Parameterization of Urban Sensible Heat Flux from Remotely Sensed Surface Temperature: Effects of Surface Structure. - Jinxin Yang; Massimo Menenti; E. Scott Krayenhoff; Zhifeng Wu; Qian Shi 001; Xiaoying OuYang (Remote. Sens., 2019)

DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming. - Gongwei Xiao; Muhong Wu; Qian Shi 001; Zhi Zhou 006; Xu Chen 004 (IEEE Trans. Cogn. Commun. Netw., 2019)

Siamese Generative Adversarial Network for Change Detection Under Different Scales. - Mengxi Liu; Qian Shi 001; Penghua Liu; Cheng Wan (IGARSS, 2020)

Improved Guided Source Separation Integrated with a Strong Back-End for the CHiME-6 Dinner Party Scenario. - Hangting Chen; Pengyuan Zhang; Qian Shi 001; Zuozhen Liu (INTERSPEECH, 2020)

Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network. - Zhi He; Qian Shi 001; Kai Liu 003; Jingjing Cao; Wen Zhan; Beifen Cao (IEEE Geosci. Remote. Sens. Lett., 2020)

Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification. - Shengjie Liu 001; Qian Shi 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images. - Qian Shi 001; Mengxi Liu; Xiaoping Liu 001; Penghua Liu; Pengyuan Zhang; Jinxing Yang; Xia Li 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Using Apparent Electrical Conductivity as Indicator for Investigating Potential Spatial Variation of Soil Salinity across Seven Oases along Tarim River in Southern Xinjiang, China. - Jianli Ding; Shengtian Yang; Qian Shi 001; Yang Wei; Fei Wang (Remote. Sens., 2020)

Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network. - Xinyu Dou; Chenyu Li; Qian Shi 001; Mengxi Liu (Remote. Sens., 2020)

Carpool for Big Data: Enabling Efficient Crowd Cooperation in Data Market for Pervasive AI. - Qian Shi 001; Xu Chen 004 (IEEE Trans. Veh. Technol., 2020)

Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network. - Da He; Yanfei Zhong; Qian Shi 001; Xiaoping Liu 001 (IGARSS, 2021)

DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images. - Mengxi Liu; Qian Shi 001 (IGARSS, 2021)

Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong. - Shengjie Liu 001; Qian Shi 001 (IGARSS, 2021)

Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images. - Qian Shi 001; Xiaolei Qin; Lingyu Sun; Zitao Shen; Xiaoping Liu 001; Xiaocong Xu; Jiaxin Tian; Rong Liu; Andrea Marinoni (CoRR, 2021)

Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification. - Shengjie Liu 001; Haowen Luo; Qian Shi 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Attention-Gate-Based Encoder-Decoder Network for Automatical Building Extraction. - Wenjing Deng; Qian Shi 001; Jun Li 009 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies. - Shengjie Liu 001; Zhize Zhou; Huaxiang Ding; Yuanjun Zhong; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images. - Haonan Guo; Qian Shi 001; Bo Du 001; Liangpei Zhang 001; Dongzhi Wang; Huaxiang Ding (IEEE Trans. Geosci. Remote. Sens., 2021)

Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images". - Haonan Guo; Qian Shi 001; Bo Du 001; Liangpei Zhang 001; Dongzhi Wang; Huaxiang Ding (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping. - Da He; Qian Shi 001; Xiaoping Liu 001; Yanfei Zhong; Xinchang Zhang 002 (IEEE Trans. Geosci. Remote. Sens., 2021)

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. - Shengjie Liu 001; Qian Shi 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Image Denoising Using a 3-D Attention Denoising Network. - Qian Shi 001; Xiaopei Tang; Taoru Yang; Rong Liu; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

A Deep Learning Method for Fined-Grained Urban Green Space Mapping. - Mengxi Liu; Jianlong Li; Zeteng Li; Qian Shi 001 (IGARSS, 2022)

Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery. - Shengjie Liu 001; Qian Shi 001 (IGARSS, 2022)

Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. - Da He; Qian Shi 001; Xiaoping Liu 001; Yanfei Zhong; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

EC-SAGINs: Edge-Computing-Enhanced Space-Air-Ground-Integrated Networks for Internet of Vehicles. - Shuai Yu 001; Xiaowen Gong; Qian Shi 001; Xiaofei Wang 001; Xu Chen 004 (IEEE Internet Things J., 2022)

Spectral-Spatial Fusion Sub-Pixel Mapping Based on Deep Neural Network. - Da He; Qian Shi 001; Xiaoping Liu 001; Yanfei Zhong; Xiaoding Liu (IEEE Geosci. Remote. Sens. Lett., 2022)

PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection. - Mengxi Liu; Qian Shi 001; Zhuoqun Chai; Jianlong Li (IEEE Geosci. Remote. Sens. Lett., 2022)

An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification. - Mengxi Liu; Pengyuan Zhang; Qian Shi 001; Mengwei Liu (IEEE Geosci. Remote. Sens. Lett., 2022)

Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization. - Yunfei Li 006; Qian Shi 001; Lin He 001; Runlin Cai; Liangli Meng; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Inundation Impact on Croplands of 2020 Flood Event in Three Provinces of China. - Xiaolei Qin; Qian Shi 001; Dongzhi Wang; Xin Su 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Dual Network Structure With Interweaved Global-Local Feature Hierarchy for Transformer-Based Object Detection in Remote Sensing Image. - Jingqian Xue; Da He; Mengwei Liu; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. - Yedan Yu; Jie Li 022; Qiangqiang Yuan; Qian Shi 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection. - Mengxi Liu; Qian Shi 001; Jianlong Li; Zhuoqun Chai (IEEE Trans. Geosci. Remote. Sens., 2022)

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. - Mengxi Liu; Qian Shi 001; Andrea Marinoni; Da He; Xiaoping Liu 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

LCS: A Collaborative Optimization Framework of Vector Extraction and Semantic Segmentation for Building Extraction. - Zhengyu Liu; Qian Shi 001; Jinpei Ou (IEEE Trans. Geosci. Remote. Sens., 2022)

A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. - Qian Shi 001; Mengxi Liu; Shengchen Li; Xiaoping Liu 001; Fei Wang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. - Xiaocong Xu; Xiaoping Liu 001; Xia Li 001; Qian Shi 001; Yimin Chen 001; Bin Ai (IEEE Trans. Geosci. Remote. Sens., 2022)

Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase. - Zhaozhao Zeng; Haonan Chen 001; Qian Shi 001; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2022)

Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning. - Andrea Marinoni; Marine Mercier; Qian Shi 001; Sivasakthy Selvakumaran; Mark Girolami (ICASSP, 2023)

Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong. - Shengjie Liu 001; Chu Wing So; Hung Chak Ho; Qian Shi 001; Chun Shing Jason Pun (IGARSS, 2023)

Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method. - Jiao Ling; Zhaozhao Zeng; Qian Shi 001; Jun Li 009; Bing Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Edge Detection With Direction Guided Postprocessing for Farmland Parcel Extraction. - Yusen Xie; Shaolan Zheng; Haiyun Wang; Yuzhou Qiu; Xilan Lin; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Occluded Scene Classification via Cascade Supervised Contrastive Learning. - Jianming Xu; Yunfei Li 006; Qian Shi 001; Lin He 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Fuzzy-Boundary Enhanced Trident Network for Parcel Extraction in the Urban-Rural Area. - Jiajun Zhu; Zhuoqun Chai; Zhaopu Song; Zhanpeng Chen; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery. - Yaotong Cai; Qian Shi 001; Xiaocong Xu; Xiaoping Liu 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection. - Chengle Zhou; Qian Shi 001; Da He; Bing Tu; Haoyang Li; Antonio Plaza (CAAI Trans. Intell. Technol., 2023)

Seasonal Cooling Effect of Vegetation and Albedo Applied to the LCZ Classification of Three Chinese Megacities. - Yifan Luo; Jinxin Yang; Qian Shi 001; Yong Xu 002; Massimo Menenti; Man Sing Wong (Remote. Sens., 2023)

Explicable Sub-Pixel Mapping Based on Nested Self-Attention Network with Spatial Correlation Learnable Mechanism. - Da He; Qian Shi 001; Jingqian Xue; XueXiaoping Liu (IGARSS, 2024)

Accelerate spatiotemporal fusion for large-scale applications. - Yunfei Li 006; Liangli Meng; Huaizhang Sun; Qian Shi 001; Jun Li 009; Yaotong Cai (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE. - Lingyu Sun; Yuxin Lou; Qian Shi 001; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta. - Zhuoqun Chai; Mengxi Liu; Qian Shi 001; Yuanyuan Zhang; Minglin Zuo; Da He (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Simple and Reliable Method for Estimating Building-Scale Height Based on Multisource Datasets. - Yangzi Che; Xuecao Li; Qian Shi 001; Xiaoping Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior. - Fangjie Zhu; Zhenhao Chen; Haoyang Li; Qian Shi 001; Xiaoping Liu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection. - Yunfei Li 006; Jiali Li; Liangli Meng; Zhenjie Liu; Qian Shi 001; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Memory-Guided Network and a Novel Dataset for Cropland Semantic Change Detection. - Mengxi Liu; Simin Lin; Yutong Zhong; Qian Shi 001; Jiaqi Li (IEEE Trans. Geosci. Remote. Sens., 2024)

An Object Fine-Grained Change Detection Method Based on Frequency Decoupling Interaction for High-Resolution Remote Sensing Images. - Yingjie Tang; Shou Feng; Chunhui Zhao 003; Yuanze Fan; Qian Shi 001; Wei Li 032; Ran Tao 003 (IEEE Trans. Geosci. Remote. Sens., 2024)

BTCDNet: Bayesian Tile Attention Network for Hyperspectral Image Change Detection. - Junshen Luo; Jiahe Li 017; Xinlin Chu; Sai Yang; Lingjun Tao; Qian Shi 001 (IEEE Geosci. Remote. Sens. Lett., 2025)

SDDT-SR: A Scale-Decoupling Super-Resolution Network With Domain Transfer for Heterogeneous Images. - Simin Lin; Jiangdi Ru; Jiaqi Li; Keyao Wen; Mengxi Liu; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure. - Zihong Liu; Da He; Qian Shi 001; Xiao Cheng 001 (Geo spatial Inf. Sci., 2025)