Qian Shi

89 papers A 1C 11Misc 1Journal 75Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Adaptive Physical-World Adversarial Patch for Remote Sensing Image Object Detection Models Considering the Structural Characteristics.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xichen Xing, Xiong Xu, Qian Shi, Yanmin Jin, Chao Wang
2025 J jnl
An Improved TES Method to Retrieve Urban Surface Temperature.
IEEE Trans. Geosci. Remote. Sens.
Lili Zhu, Jinxin Yang, Xiaoying OuYang, Qian Shi, Yong Xu, Man Sing Wong, Massimo Menenti
2025 J jnl
BTCDNet: Bayesian Tile Attention Network for Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Junshen Luo, Jiahe Li, Xinlin Chu, Sai Yang, Lingjun Tao, Qian Shi
2025 J jnl
Intercomparison of Ku- and C-Band Backscatter Feature Parameters for Arctic Sea Ice Using Spaceborne FengYun-3E WindRAD Scatterometer.
IEEE Trans. Geosci. Remote. Sens.
Xiaochun Zhai, Shengrong Tian, Jian Shang, Guangzhen Cao, Minghu Ding, Xiao Cheng, Lei Zheng, Qian Shi, Yufang Ye, Ke Zhao, Zhaojun Zheng, Yixuan Shou, Na Xu, Xiuqing Hu, Lin Chen
2025 J jnl
LGTC: Local-Global Tri-Consistency Network for Semi-Supervised Change Detection of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jiamin Liu, Rui Xu, Fulin Luo, Chuan Fu, Tan Guo, Qian Shi, Bo Du
2025 J jnl
MambaCL: A Contrastive Learning Framework for Change Detection on Pseudotemporal Images Using Visual State Space Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Simin Lin, Jiaqi Li, Jiangdi Ru, Keyao Wen, Hao Fu, Mengxi Liu, Qian Shi
2025 J jnl
NDVI time-series data reconstruction for spatial-temporal dynamic monitoring of Arctic vegetation structure.
Geo spatial Inf. Sci.
Zihong Liu, Da He, Qian Shi, Xiao Cheng
2025 J jnl
PSODNet: Pretrained Scene-Aware Object Detection for Optical Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Haoran Liu, Da He, Yikai Zhao, Qian Shi, Xiaoping Liu
2025 J jnl
SCMVC: Semantic Constraint-Based Spatial-Spectral Multiview Clustering for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Fulin Luo, Yi Liu, Tan Guo, Chuan Fu, Yule Duan, Qian Shi, Bo Du
2025 J jnl
SDDT-SR: A Scale-Decoupling Super-Resolution Network With Domain Transfer for Heterogeneous Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Simin Lin, Jiangdi Ru, Jiaqi Li, Keyao Wen, Mengxi Liu, Qian Shi
2025 J jnl
USTAnet: A Neural Network for Enhanced Resolution Generalization in Kilometer-Level Rice Yield Prediction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Li Liu, Kehan Zhang, Qian Shi, Ran Meng, Weiwei Sun, Fumin Wang, Ran Huang, Jiaxuan Liang, Xiao Deng, Dong Ren, Jingfeng Huang
2024 J jnl
A Memory-Guided Network and a Novel Dataset for Cropland Semantic Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Simin Lin, Yutong Zhong, Qian Shi, Jiaqi Li
2024 J jnl
A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection.
IEEE Trans. Geosci. Remote. Sens.
Yunfei Li, Jiali Li, Liangli Meng, Zhenjie Liu, Qian Shi, Jun Li
2024 J jnl
A Simple and Reliable Method for Estimating Building-Scale Height Based on Multisource Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yangzi Che, Xuecao Li, Qian Shi, Xiaoping Liu
2024 J jnl
Accelerate spatiotemporal fusion for large-scale applications.
Int. J. Appl. Earth Obs. Geoinformation
Yunfei Li, Liangli Meng, Huaizhang Sun, Qian Shi, Jun Li, Yaotong Cai
2024 J jnl
An Object Fine-Grained Change Detection Method Based on Frequency Decoupling Interaction for High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yingjie Tang, Shou Feng, Chunhui Zhao, Yuanze Fan, Qian Shi, Wei Li, Ran Tao
2024 J jnl
CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fangjie Zhu, Zhenhao Chen, Haoyang Li, Qian Shi, Xiaoping Liu
2024 C conf
Explicable Sub-Pixel Mapping Based on Nested Self-Attention Network with Spatial Correlation Learnable Mechanism.
IGARSS
Da He, Qian Shi, Jingqian Xue, XueXiaoping Liu
2024 J jnl
Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhuoqun Chai, Mengxi Liu, Qian Shi, Yuanyuan Zhang, Minglin Zuo, Da He
2024 J jnl
Integrating bi-temporal VHR optical and long-term SAR images for built-up area change detection.
Int. J. Digit. Earth
Haoyang Li, Qingyi Jiang, Lingwen Liu, Qian Shi, Xiaoping Liu
2024 J jnl
Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE.
Int. J. Appl. Earth Obs. Geoinformation
Lingyu Sun, Yuxin Lou, Qian Shi, Liangpei Zhang
2023 J jnl
A Fuzzy-Boundary Enhanced Trident Network for Parcel Extraction in the Urban-Rural Area.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiajun Zhu, Zhuoqun Chai, Zhaopu Song, Zhanpeng Chen, Qian Shi
2023 J jnl
A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery.
Int. J. Appl. Earth Obs. Geoinformation
Yaotong Cai, Qian Shi, Xiaocong Xu, Xiaoping Liu
2023 J jnl
Edge Detection With Direction Guided Postprocessing for Farmland Parcel Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yusen Xie, Shaolan Zheng, Haiyun Wang, Yuzhou Qiu, Xilan Lin, Qian Shi
2023 J jnl
Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiao Ling, Zhaozhao Zeng, Qian Shi, Jun Li, Bing Zhang
2023 Misc conf
Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning.
ICASSP
Andrea Marinoni, Marine Mercier, Qian Shi, Sivasakthy Selvakumaran, Mark Girolami
2023 J jnl
Occluded Scene Classification via Cascade Supervised Contrastive Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianming Xu, Yunfei Li, Qian Shi, Lin He
2023 J jnl
Seasonal Cooling Effect of Vegetation and Albedo Applied to the LCZ Classification of Three Chinese Megacities.
Remote. Sens.
Yifan Luo, Jinxin Yang, Qian Shi, Yong Xu, Massimo Menenti, Man Sing Wong
2023 J jnl
Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection.
CAAI Trans. Intell. Technol.
Chengle Zhou, Qian Shi, Da He, Bing Tu, Haoyang Li, Antonio Plaza
2023 C conf
Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong.
IGARSS
Shengjie Liu, Chu Wing So, Hung Chak Ho, Qian Shi, Chun Shing Jason Pun
2022 C conf
A Deep Learning Method for Fined-Grained Urban Green Space Mapping.
IGARSS
Mengxi Liu, Jianlong Li, Zeteng Li, Qian Shi
2022 J jnl
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang
2022 J jnl
An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett.
Mengxi Liu, Pengyuan Zhang, Qian Shi, Mengwei Liu
2022 J jnl
Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang
2022 J jnl
Dual Network Structure With Interweaved Global-Local Feature Hierarchy for Transformer-Based Object Detection in Remote Sensing Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jingqian Xue, Da He, Mengwei Liu, Qian Shi
2022 J jnl
EC-SAGINs: Edge-Computing-Enhanced Space-Air-Ground-Integrated Networks for Internet of Vehicles.
IEEE Internet Things J.
Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen
2022 C conf
Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery.
IGARSS
Shengjie Liu, Qian Shi
2022 J jnl
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunfei Li, Qian Shi, Lin He, Runlin Cai, Liangli Meng, Jun Li, Antonio Plaza
2022 J jnl
Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network.
Int. J. Appl. Earth Obs. Geoinformation
Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang
2022 J jnl
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach.
IEEE Trans. Geosci. Remote. Sens.
Xiaocong Xu, Xiaoping Liu, Xia Li, Qian Shi, Yimin Chen, Bin Ai
2022 J jnl
Inundation Impact on Croplands of 2020 Flood Event in Three Provinces of China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaolei Qin, Qian Shi, Dongzhi Wang, Xin Su
2022 J jnl
LCS: A Collaborative Optimization Framework of Vector Extraction and Semantic Segmentation for Building Extraction.
IEEE Trans. Geosci. Remote. Sens.
Zhengyu Liu, Qian Shi, Jinpei Ou
2022 J jnl
Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Qian Shi, Jianlong Li, Zhuoqun Chai
2022 J jnl
PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Mengxi Liu, Qian Shi, Zhuoqun Chai, Jianlong Li
2022 J jnl
Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase.
IEEE Trans. Geosci. Remote. Sens.
Zhaozhao Zeng, Haonan Chen, Qian Shi, Jun Li
2022 J jnl
Spectral-Spatial Fusion Sub-Pixel Mapping Based on Deep Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xiaoding Liu
2022 J jnl
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2021 J jnl
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shengjie Liu, Haowen Luo, Qian Shi
2021 J jnl
Attention-Gate-Based Encoder-Decoder Network for Automatical Building Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenjing Deng, Qian Shi, Jun Li
2021 J jnl
Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images".
IEEE Trans. Geosci. Remote. Sens.
Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding
2021 J jnl
Crop Mapping Using Sentinel Full-Year Dual-Polarized SAR Data and a CPU-Optimized Convolutional Neural Network With Two Sampling Strategies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shengjie Liu, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi
2021 C conf
DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images.
IGARSS
Mengxi Liu, Qian Shi
2021 J jnl
Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping.
IEEE Trans. Geosci. Remote. Sens.
Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xinchang Zhang
2021 J jnl
EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles.
CoRR
Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen
2021 J jnl
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Shengjie Liu, Qian Shi, Liangpei Zhang
2021 J jnl
Hyperspectral Image Denoising Using a 3-D Attention Denoising Network.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Xiaopei Tang, Taoru Yang, Rong Liu, Liangpei Zhang
2021 J jnl
Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images.
CoRR
Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni
2021 C conf
Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong.
IGARSS
Shengjie Liu, Qian Shi
2021 C conf
Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network.
IGARSS
Da He, Yanfei Zhong, Qian Shi, Xiaoping Liu
2021 J jnl
Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding
2021 J jnl
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions.
CoRR
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2020 J jnl
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification.
CoRR
Shengjie Liu, Haowen Luo, Qian Shi
2020 J jnl
Carpool for Big Data: Enabling Efficient Crowd Cooperation in Data Market for Pervasive AI.
IEEE Trans. Veh. Technol.
Qian Shi, Xu Chen
2020 J jnl
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images.
IEEE Geosci. Remote. Sens. Lett.
Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li
2020 J jnl
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.
CoRR
Shengjie Liu, Qian Shi, Liangpei Zhang
2020 A conf
Improved Guided Source Separation Integrated with a Strong Back-End for the CHiME-6 Dinner Party Scenario.
INTERSPEECH
Hangting Chen, Pengyuan Zhang, Qian Shi, Zuozhen Liu
2020 J jnl
Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Shengjie Liu, Qian Shi
2020 J jnl
Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network.
IEEE Geosci. Remote. Sens. Lett.
Zhi He, Qian Shi, Kai Liu, Jingjing Cao, Wen Zhan, Beifen Cao
2020 C conf
Siamese Generative Adversarial Network for Change Detection Under Different Scales.
IGARSS
Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan
2020 J jnl
Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network.
Remote. Sens.
Xinyu Dou, Chenyu Li, Qian Shi, Mengxi Liu
2020 J jnl
Using Apparent Electrical Conductivity as Indicator for Investigating Potential Spatial Variation of Soil Salinity across Seven Oases along Tarim River in Southern Xinjiang, China.
Remote. Sens.
Jianli Ding, Shengtian Yang, Qian Shi, Yang Wei, Fei Wang
2019 C conf
Accessibility-Free Active Learning for Hyperspectral Image Classification.
IGARSS
Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi
2019 J jnl
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network.
Remote. Sens.
Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang
2019 J jnl
DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming.
IEEE Trans. Cogn. Commun. Netw.
Gongwei Xiao, Muhong Wu, Qian Shi, Zhi Zhou, Xu Chen
2019 J jnl
Domain Adaptation With Discriminative Distribution and Manifold Embedding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Zengmao Wang, Bo Du, Qian Shi, Weiping Tu
2019 J jnl
Multitask deep learning with spectral knowledge for hyperspectral image classification.
CoRR
Shengjie Liu, Qian Shi, Zhixin Qi
2019 J jnl
Parameterization of Urban Sensible Heat Flux from Remotely Sensed Surface Temperature: Effects of Surface Structure.
Remote. Sens.
Jinxin Yang, Massimo Menenti, E. Scott Krayenhoff, Zhifeng Wu, Qian Shi, Xiaoying OuYang
2019 J jnl
Regularised transfer learning for hyperspectral image classification.
IET Comput. Vis.
Qian Shi, Yipeng Zhang, Xiaoping Liu, Kefei Zhao
2018 J jnl
An Active Relearning Framework for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Xiaoping Liu, Xin Huang
2018 J jnl
Road Detection From Remote Sensing Images by Generative Adversarial Networks.
IEEE Access
Qian Shi, Xiaoping Liu, Xia Li
2018 J jnl
ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications.
IEEE Netw.
Xu Chen, Qian Shi, Lei Yang, Jie Xu
2017 J jnl
Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi
2016 C conf
Active learning approach for remote sensing imagery classification using spatial information.
IGARSS
Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang
2015 J jnl
A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area.
Remote. Sens.
Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Qian Shi
2015 J jnl
Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Bo Du, Liangpei Zhang
2015 J jnl
Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification.
IEEE Trans. Image Process.
Qian Shi, Bo Du, Liangpei Zhang
2013 J jnl
Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Liangpei Zhang, Bo Du
2013 C conf
Spatial correlated information based batch mode active learning method for remote sensing image classification.
IGARSS
Qian Shi, Liangpei Zhang, Bo Du
2012 — conf
An novel active learning strategy for hyperspectral image classification.
WHISPERS
Qian Shi, Liangpei Zhang, Bo Du