Qian Shi

According to our database, Qian Shi authored at least 73 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Yuanze Fan, Qian Shi, Wei Li, Ran Tao

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, Jiaqi Li

IEEE Trans. Geosci. Remote. Sens., 2024

A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection.

Yunfei Li, Jiali Li, Liangli Meng, Zhenjie Liu, Qian Shi, Jun Li

IEEE Trans. Geosci. Remote. Sens., 2024

CEDAnet: Individual Tree Segmentation in Dense Orchard via Context Enhancement and Density Prior.

Fangjie Zhu, Zhenhao Chen, Haoyang Li, Qian Shi, Xiaoping Liu

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, Xiaoping Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta.

Zhuoqun Chai, Mengxi Liu, Qian Shi, Yuanyuan Zhang, Minglin Zuo, Da He

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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, Liangpei Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2024

Accelerate spatiotemporal fusion for large-scale applications.

Yunfei Li, Liangli Meng, Huaizhang Sun, Qian Shi, Jun Li, Yaotong Cai

Int. J. Appl. Earth Obs. Geoinformation, 2024

Explicable Sub-Pixel Mapping Based on Nested Self-Attention Network with Spatial Correlation Learnable Mechanism.

Da He, Qian Shi, Jingqian Xue, XueXiaoping Liu

Proceedings of the IGARSS 2024, 2024

2023

Seasonal Cooling Effect of Vegetation and Albedo Applied to the LCZ Classification of Three Chinese Megacities.

Yifan Luo, Jinxin Yang, Qian Shi, Yong Xu, Massimo Menenti, Man Sing Wong

Remote. Sens., December, 2023

Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection.

Chengle Zhou, Qian Shi, Da He, Bing Tu, Haoyang Li, Antonio Plaza

CAAI Trans. Intell. Technol., December, 2023

A novel approach towards continuous monitoring of forest change dynamics in fragmented landscapes using time series Landsat imagery.

Yaotong Cai, Qian Shi, Xiaocong Xu, Xiaoping Liu

Int. J. Appl. Earth Obs. Geoinformation, April, 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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Occluded Scene Classification via Cascade Supervised Contrastive Learning.

Jianming Xu, Yunfei Li, Qian Shi, Lin He

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method.

Jiao Ling, Zhaozhao Zeng, Qian Shi, Jun Li, Bing Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Using High-Resolution Nighttime Remote Sensing Data to Identify Light Sources in Hong Kong.

Shengjie Liu, Chu Wing So, Hung Chak Ho, Qian Shi, Chun Shing Jason Pun

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Incorporating Reliability in Graph Information Propagation by Fluid Dynamics Diffusion: A case of Multimodal Semisupervised Deep Learning.

Andrea Marinoni, Marine Mercier, Qian Shi, Sivasakthy Selvakumaran, Mark Girolami

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase.

Zhaozhao Zeng, Haonan Chen, Qian Shi, Jun Li

IEEE Trans. Geosci. Remote. Sens., 2022

Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach.

Xiaocong Xu, Xiaoping Liu, Xia Li, Qian Shi, Yimin Chen, Bin Ai

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, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

LCS: A Collaborative Optimization Framework of Vector Extraction and Semantic Segmentation for Building Extraction.

Zhengyu Liu, Qian Shi, Jinpei Ou

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, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection.

Mengxi Liu, Qian Shi, Jianlong Li, Zhuoqun Chai

IEEE Trans. Geosci. Remote. Sens., 2022

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping.

Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang

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

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, Dongzhi Wang, Xin Su

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization.

Yunfei Li, Qian Shi, Lin He, Runlin Cai, Liangli Meng, Jun Li, Antonio Plaza

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification.

Mengxi Liu, Pengyuan Zhang, Qian Shi, Mengwei Liu

IEEE Geosci. Remote. Sens. Lett., 2022

PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection.

Mengxi Liu, Qian Shi, Zhuoqun Chai, Jianlong Li

IEEE Geosci. Remote. Sens. Lett., 2022

Spectral-Spatial Fusion Sub-Pixel Mapping Based on Deep Neural Network.

Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xiaoding Liu

IEEE Geosci. Remote. Sens. Lett., 2022

EC-SAGINs: Edge-Computing-Enhanced Space-Air-Ground-Integrated Networks for Internet of Vehicles.

Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen

IEEE Internet Things J., 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, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2022

Estimating PM2.5 and PM10 on Zhuhai-1 Hyperspectral Imagery.

Shengjie Liu, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Deep Learning Method for Fined-Grained Urban Green Space Mapping.

Mengxi Liu, Jianlong Li, Zeteng Li, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Hyperspectral Image Denoising Using a 3-D Attention Denoising Network.

Qian Shi, Xiaopei Tang, Taoru Yang, Rong Liu, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.

Shengjie Liu, Qian Shi, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

Deep Subpixel Mapping Based on Semantic Information Modulated Network for Urban Land Use Mapping.

Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Xinchang Zhang

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, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding

IEEE Trans. Geosci. Remote. Sens., 2021

Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images.

Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding

IEEE Trans. Geosci. 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, Zhize Zhou, Huaxiang Ding, Yuanjun Zhong, Qian Shi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Attention-Gate-Based Encoder-Decoder Network for Automatical Building Extraction.

Wenjing Deng, Qian Shi, Jun Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification.

Shengjie Liu, Haowen Luo, Qian Shi

IEEE Geosci. Remote. Sens. Lett., 2021

Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images.

Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni

CoRR, 2021

Multi-Label Local Climate Zone Mapping as Scene Classification Using Very High Resolution Imagery: Preliminary Result of Hong Kong.

Shengjie Liu, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images.

Mengxi Liu, Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Rethinking the High Frequency Components in Deep Sub-Pixel Mapping Network.

Da He, Yanfei Zhong, Qian Shi, Xiaoping Liu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Carpool for Big Data: Enabling Efficient Crowd Cooperation in Data Market for Pervasive AI.

Qian Shi, Xu Chen

IEEE Trans. Veh. Technol., 2020

Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network.

Xinyu Dou, Chenyu Li, Qian Shi, Mengxi Liu

Remote. Sens., 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, Yang Wei, Fei Wang

Remote. Sens., 2020

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images.

Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li

IEEE Geosci. Remote. Sens. Lett., 2020

Multitask Deep Learning With Spectral Knowledge for Hyperspectral Image Classification.

Shengjie Liu, Qian Shi

IEEE Geosci. Remote. Sens. Lett., 2020

Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network.

Zhi He, Qian Shi, Kai Liu, Jingjing Cao, Wen Zhan, Beifen Cao

IEEE Geosci. Remote. Sens. Lett., 2020

Improved Guided Source Separation Integrated with a Strong Back-End for the CHiME-6 Dinner Party Scenario.

Hangting Chen, Pengyuan Zhang, Qian Shi, Zuozhen Liu

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Siamese Generative Adversarial Network for Change Detection Under Different Scales.

Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

DeepVR: Deep Reinforcement Learning for Predictive Panoramic Video Streaming.

Gongwei Xiao, Muhong Wu, Qian Shi, Zhi Zhou, Xu Chen

IEEE Trans. Cogn. Commun. Netw., 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, Xiaoying OuYang

Remote. Sens., 2019

Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network.

Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang

Remote. Sens., 2019

Domain Adaptation With Discriminative Distribution and Manifold Embedding for Hyperspectral Image Classification.

Zengmao Wang, Bo Du, Qian Shi, Weiping Tu

IEEE Geosci. Remote. Sens. Lett., 2019

Regularised transfer learning for hyperspectral image classification.

Qian Shi, Yipeng Zhang, Xiaoping Liu, Kefei Zhao

IET Comput. Vis., 2019

Multitask deep learning with spectral knowledge for hyperspectral image classification.

Shengjie Liu, Qian Shi, Zhixin Qi

CoRR, 2019

Accessibility-Free Active Learning for Hyperspectral Image Classification.

Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

An Active Relearning Framework for Remote Sensing Image Classification.

Qian Shi, Xiaoping Liu, Xin Huang

IEEE Trans. Geosci. Remote. Sens., 2018

ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications.

Xu Chen, Qian Shi, Lei Yang, Jie Xu

IEEE Netw., 2018

Road Detection From Remote Sensing Images by Generative Adversarial Networks.

Qian Shi, Xiaoping Liu, Xia Li

IEEE Access, 2018

2017

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.

Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016

Active learning approach for remote sensing imagery classification using spatial information.

Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification.

Qian Shi, Bo Du, Liangpei Zhang

IEEE Trans. Image Process., 2015

Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm.

Qian Shi, Bo Du, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2015

A Normalized Urban Areas Composite Index (NUACI) Based on Combination of DMSP-OLS and MODIS for Mapping Impervious Surface Area.

Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Qian Shi

Remote. Sens., 2015

2013

Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification.

Qian Shi, Liangpei Zhang, Bo Du

IEEE Trans. Geosci. Remote. Sens., 2013

Spatial correlated information based batch mode active learning method for remote sensing image classification.

Qian Shi, Liangpei Zhang, Bo Du

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

An novel active learning strategy for hyperspectral image classification.

Qian Shi, Liangpei Zhang, Bo Du

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012