Jiayi Li

56 papers C 11Journal 43Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Forest Tree Species Classification Based on Deep Ensemble Learning by Fusing High-Resolution, Multitemporal, and Hyperspectral Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Dengli Yu, Lilin Tu, Ziqing Wei, Fuyao Zhu, Chengjun Yu, Denghong Wang, Jiayi Li, Xin Huang
2026 J jnl
S
IEEE Trans. Cybern.
Yang Qu, Jiayi Li, Xiaofeng Pan, Xin Huang
2025 J jnl
STSNet: A cross-spatial resolution multi-modal remote sensing deep fusion network for high resolution land-cover segmentation.
Inf. Fusion
Beibei Yu, Jiayi Li, Xin Huang
2025 J jnl
Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation
Xiyao Li, Jiayi Li, Jie Jiang, Xiaofeng Pan, Xin Huang
2024 J jnl
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.
Renxiang Zuo, Xin Huang, Jiayi Li, Xiaofeng Pan
2024 J jnl
A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Shulei Zhang, Jiayi Li, Leiguang Wang
2024 J jnl
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.
Xin Huang, Wenrui Wang, Jiayi Li, Leiguang Wang, Xing Xie
2024 J jnl
CaSaFormer: A cross- and self-attention based lightweight network for large-scale building semantic segmentation.
Int. J. Appl. Earth Obs. Geoinformation
Jiayi Li, Yuping Hu, Xin Huang
2024 C conf
Enhancing Inter-Class Discrimination for Domain Adaptation of Change Detection.
IGARSS
Xueting Zhang, Xin Huang, Jiayi Li, Jie Yang, Leiguang Wang, Xing Xie
2024 C conf
GBSS: A Global Building Semantic Segmentation Dataset for Large-Scale Remote Sensing Building Extraction.
IGARSS
Yuping Hu, Xin Huang, Jiayi Li, Zhen Zhang
2024 J jnl
GBSS: a global building semantic segmentation dataset for large-scale remote sensing building extraction.
CoRR
Yuping Hu, Xin Huang, Jiayi Li, Zhen Zhang
2024 J jnl
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.
CoRR
Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng
2024 J jnl
S
IEEE Trans. Geosci. Remote. Sens.
Lilin Tu, Jiayi Li, Xin Huang, Jianya Gong, Xing Xie, Leiguang Wang
2023 J jnl
A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Xin Huang, Yujin Feng, Zhen Ji, Shulei Zhang, Dawei Wen
2023 J jnl
DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land.
IEEE Trans. Geosci. Remote. Sens.
Zhen Zhang, Xin Huang, Jiayi Li
2023 J jnl
Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Xu Zhang, Xin Huang, Jiayi Li
2023 J jnl
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet.
Geo spatial Inf. Sci.
Yue Xu, Jianya Gong, Xin Huang, Xiangyun Hu, Jiayi Li, Qiang Li, Min Peng
2023 J jnl
Semisupervised Change Detection With Feature-Prediction Alignment.
IEEE Trans. Geosci. Remote. Sens.
Xueting Zhang, Xin Huang, Jiayi Li
2023 J jnl
TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yang Qu, Jiayi Li, Xin Huang, Dawei Wen
2022 J jnl
A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Mengjie Dong, Jiayi Li, Xian Guo
2022 J jnl
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
Jiayi Li, Ben Zhang, Xin Huang
2022 C conf
Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set.
IGARSS
Dongrui Li, Jiayi Li, Xin Huang
2022 J jnl
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.
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2022 J jnl
Toward accurate mapping of 30-m time-series global impervious surface area (GISA).
Int. J. Appl. Earth Obs. Geoinformation
Xin Huang, Yihong Song, Jie Yang, Wenrui Wang, Huiqun Ren, Mengjie Dong, Yujin Feng, Haidan Yin, Jiayi Li
2022 J jnl
WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification.
Int. J. Appl. Earth Obs. Geoinformation
Jiayi Li, Xin Huang, Lilin Tu
2021 J jnl
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.
Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson
2021 J jnl
An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach.
Int. J. Appl. Earth Obs. Geoinformation
Xin Huang, Jiongyi Huang, Dawei Wen, Jiayi Li
2021 C conf
High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD.
IGARSS
Lilin Tu, Jiayi Li, Xin Huang
2021 J jnl
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.
Xin Huang, Anling Liu, Jiayi Li
2020 J jnl
Impact of land-cover layout on particulate matter 2.5 in urban areas of China.
Int. J. Digit. Earth
Jiayi Li, Xin Huang
2019 J jnl
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jón Atli Benediktsson
2019 C conf
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
IGARSS
Ting Hu, Xin Huang, Jiayi Li, Jón Atli Benediktsson, Jiansi Yang, Jianya Gong
2019 J jnl
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens.
Xin Huang, Jiayi Li, Francesca Bovolo, Qi Wang
2018 C conf
A Novel Building Detection Method Using zy-3 Multi-Angle Imagery Over Urban Areas.
IGARSS
Huijun Chen, Xin Huang, Jiayi Li, Jianya Gong, Chun Liu
2018 J jnl
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Ting Hu, Jiayi Li, Qing Wang, Jón Atli Benediktsson
2017 J jnl
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Wenliang Yuan, Jiayi Li, Liangpei Zhang
2017 J jnl
Information extraction from remote sensing imagery.
Geo spatial Inf. Sci.
Xin Huang, Jiayi Li, Wenzhi Liao, Jocelyn Chanussot
2017 — conf
Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery.
JURSE
Dawei Wen, Hui Liu, Jiayi Li, Xin Huang
2017 J jnl
Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing.
Remote. Sens.
Long Li, Xin Huang, Jiayi Li, Dawei Wen
2017 J jnl
The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China.
Remote. Sens.
Hui Liu, Xin Huang, Dawei Wen, Jiayi Li
2017 J jnl
Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Zhang, Xin Huang, Dawei Wen, Jiayi Li
2016 C conf
Active learning approach for remote sensing imagery classification using spatial information.
IGARSS
Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang
2016 J jnl
Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Qingyu Li, Hui Liu, Jiayi Li
2016 J jnl
Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation
Bo Wu, Yong Zhu, Xin Huang, Jiayi Li
2016 C conf
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery.
IGARSS
Jiayi Li, Xin Huang, Liangpei Zhang
2015 J jnl
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015 J jnl
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015 C conf
Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery.
IGARSS
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015 J jnl
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiayi Li, Hongyan Zhang, Liangpei Zhang, Li Ma
2014 J jnl
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongyan Zhang, Jiayi Li, Yuancheng Huang, Liangpei Zhang
2014 J jnl
An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang, Huanfeng Shen
2014 C conf
Background joint sparse representation for hyperspectral image subpixel anomaly detection.
IGARSS
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2014 J jnl
Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang
2014 J jnl
Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform.
IEEE Geosci. Remote. Sens. Lett.
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2013 C conf
A nonlinear regression classification algorithm with small sample set for hyperspectral image.
IGARSS
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2012 — conf
Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model.
WHISPERS
Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang