Jiayi Li
Orcid: 0000-0003-1691-9743Affiliations:
- Wuhan University, Wuhan, China
According to our database1,
Jiayi Li
authored at least 53 papers
between 2012 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
STSNet: A cross-spatial resolution multi-modal remote sensing deep fusion network for high resolution land-cover segmentation.
Inf. Fusion, 2025
Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2025
2024
A Cross-Angle Propagation Network for Built-Up Area Extraction by Fusing Spatial-Spectral-Angular Features From the ZY-3 Multiview Satellite Imagery: Dataset and Analysis of China's 41 Major Cities.
IEEE Trans. Geosci. Remote. Sens., 2024
S<sup>2</sup>HM<sup>2</sup>: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024
A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization.
IEEE Trans. Geosci. Remote. Sens., 2024
A Stepwise Refining Image-Level Weakly Supervised Semantic Segmentation Method for Detecting Exposed Surface for Buildings (ESB) From Very High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.
CoRR, 2024
CaSaFormer: A cross- and self-attention based lightweight network for large-scale building semantic segmentation.
Int. J. Appl. Earth Obs. Geoinformation, 2024
Proceedings of the IGARSS 2024, 2024
GBSS: A Global Building Semantic Segmentation Dataset for Large-Scale Remote Sensing Building Extraction.
Proceedings of the IGARSS 2024, 2024
2023
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet.
Geo spatial Inf. Sci., July, 2023
Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land.
IEEE Trans. Geosci. Remote. Sens., 2023
TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2023
2022
A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2021
Mapping and analyzing the local climate zones in China's 32 major cities using Landsat imagery based on a novel convolutional neural network.
Geo spatial Inf. Sci., 2021
An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach.
Int. J. Appl. Earth Obs. Geoinformation, 2021
High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Int. J. Digit. Earth, 2020
2019
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens., 2019
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China.
Remote. Sens., 2017
Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing.
Remote. Sens., 2017
Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2017
2016
Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2016
Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Active learning approach for remote sensing imagery classification using spatial information.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform.
IEEE Geosci. Remote. Sens. Lett., 2014
Background joint sparse representation for hyperspectral image subpixel anomaly detection.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
A nonlinear regression classification algorithm with small sample set for hyperspectral image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012