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ORCIDJiayi Li 0001
Person information
- affiliation: Wuhan University, Wuhan, China
Other persons with the same name
- Jiayi Li — disambiguation page
- Jiayi Li 0002 — Baidu Inc., China
- Jiayi Li 0003
![[0009-0006-4009-7013]](https://dblp.org/img/orcid-mark.12x12.png "0009-0006-4009-7013")
— Jiangnan University, Wuxi, China - Jiayi Li 0004 — China University of Mining and Technology, Xuzhou, Jiangsu, China
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2020 – today
- 2025
[j39]Xiyao Li, Jiayi Li, Jie Jiang, Xiaofeng Pan, Xin Huang:
Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 139: 104471 (2025)- [j38]Beibei Yu, Jiayi Li, Xin Huang:
STSNet: A cross-spatial resolution multi-modal remote sensing deep fusion network for high resolution land-cover segmentation. Inf. Fusion 114: 102689 (2025) - 2024
- [j37]Jiayi Li, Yuping Hu, Xin Huang:
CaSaFormer: A cross- and self-attention based lightweight network for large-scale building semantic segmentation. Int. J. Appl. Earth Obs. Geoinformation 130: 103942 (2024) - [j36]Xin Huang, Wenrui Wang, Jiayi Li, Leiguang Wang, Xing Xie:
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. 62: 1-17 (2024) - [j35]Xin Huang, Shulei Zhang, Jiayi Li, Leiguang Wang:
A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j34]Lilin Tu, Jiayi Li, Xin Huang, Jianya Gong, Xing Xie, Leiguang Wang:
S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j33]Renxiang Zuo, Xin Huang, Jiayi Li, Xiaofeng Pan:
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. 62: 1-20 (2024) - [c13]Yuping Hu, Xin Huang, Jiayi Li, Zhen Zhang:
GBSS: A Global Building Semantic Segmentation Dataset for Large-Scale Remote Sensing Building Extraction. IGARSS 2024: 244-248 - [c12]Xueting Zhang, Xin Huang, Jiayi Li, Jie Yang, Leiguang Wang, Xing Xie:
Enhancing Inter-Class Discrimination for Domain Adaptation of Change Detection. IGARSS 2024: 8513-8517 - [i2]Yuping Hu, Xin Huang, Jiayi Li, Zhen Zhang:
GBSS: a global building semantic segmentation dataset for large-scale remote sensing building extraction. CoRR abs/2401.01178 (2024) - [i1]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:
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. CoRR abs/2405.19730 (2024) - 2023
- [j32]Yue Xu, Jianya Gong, Xin Huang, Xiangyun Hu, Jiayi Li, Qiang Li, Min Peng:
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet. Geo spatial Inf. Sci. 26(3): 289-301 (2023) - [j31]Jiayi Li, Xin Huang, Yujin Feng, Zhen Ji, Shulei Zhang, Dawei Wen:
A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j30]Yang Qu, Jiayi Li, Xin Huang, Dawei Wen:
TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j29]Zhen Zhang, Xin Huang, Jiayi Li:
DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j28]Xueting Zhang, Xin Huang, Jiayi Li:
Semisupervised Change Detection With Feature-Prediction Alignment. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j27]Xu Zhang, Xin Huang, Jiayi Li:
Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - 2022
- [j26]Jiayi Li, Ben Zhang, Xin Huang:
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 108: 102744 (2022) - [j25]Xin Huang, Yihong Song, Jie Yang, Wenrui Wang, Huiqun Ren, Mengjie Dong, Yujin Feng, Haidan Yin, Jiayi Li:
Toward accurate mapping of 30-m time-series global impervious surface area (GISA). Int. J. Appl. Earth Obs. Geoinformation 109: 102787 (2022) - [j24]Jiayi Li, Xin Huang, Lilin Tu:
WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification. Int. J. Appl. Earth Obs. Geoinformation 113: 103022 (2022) - [j23]Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya:
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. 15: 1643-1655 (2022) - [j22]Xin Huang, Mengjie Dong, Jiayi Li, Xian Guo:
A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c11]Dongrui Li, Jiayi Li, Xin Huang:
Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set. IGARSS 2022: 2722-2725 - 2021
- [j21]Xin Huang, Jiongyi Huang, Dawei Wen, Jiayi Li:
An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach. Int. J. Appl. Earth Obs. Geoinformation 95: 102255 (2021) - [j20]Xin Huang, Anling Liu, Jiayi Li:
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. 24(4): 528-557 (2021) - [j19]Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson:
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. 59(12): 10266-10285 (2021) - [c10]Lilin Tu, Jiayi Li, Xin Huang:
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 2021: 2058-2061 - 2020
- [j18]Jiayi Li, Xin Huang:
Impact of land-cover layout on particulate matter 2.5 in urban areas of China. Int. J. Digit. Earth 13(4): 474-486 (2020)
2010 – 2019
- 2019
- [j17]Xin Huang, Jiayi Li, Francesca Bovolo, Qi Wang:
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery. Remote. Sens. 11(19): 2216 (2019) - [j16]Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jón Atli Benediktsson:
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery. IEEE Trans. Geosci. Remote. Sens. 57(6): 3933-3951 (2019) - [c9]Ting Hu, Xin Huang, Jiayi Li, Jón Atli Benediktsson, Jiansi Yang, Jianya Gong:
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery. IGARSS 2019: 2423-2426 - 2018
- [j15]Xin Huang, Ting Hu, Jiayi Li, Qing Wang, Jón Atli Benediktsson:
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method. IEEE Trans. Geosci. Remote. Sens. 56(8): 4258-4273 (2018) - [c8]Huijun Chen, Xin Huang, Jiayi Li, Jianya Gong, Chun Liu:
A Novel Building Detection Method Using zy-3 Multi-Angle Imagery Over Urban Areas. IGARSS 2018: 1272-1275 - 2017
- [j14]Xin Huang, Jiayi Li, Wenzhi Liao, Jocelyn Chanussot:
Information extraction from remote sensing imagery. Geo spatial Inf. Sci. 20(4): 297-298 (2017) - [j13]Hui Liu, Xin Huang, Dawei Wen, Jiayi Li:
The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China. Remote. Sens. 9(4): 365 (2017) - [j12]Long Li, Xin Huang, Jiayi Li, Dawei Wen:
Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing. Remote. Sens. 9(6): 536 (2017) - [j11]Xin Huang, Wenliang Yuan, Jiayi Li, Liangpei Zhang:
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 654-668 (2017) - [j10]Tao Zhang, Xin Huang, Dawei Wen, Jiayi Li:
Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(7): 3265-3280 (2017) - [c7]Dawei Wen, Hui Liu, Jiayi Li, Xin Huang:
Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery. JURSE 2017: 1-4 - 2016
- [j9]Bo Wu, Yong Zhu, Xin Huang, Jiayi Li:
Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images. Int. J. Appl. Earth Obs. Geoinformation 52: 275-283 (2016) - [j8]Xin Huang, Qingyu Li, Hui Liu, Jiayi Li:
Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 13(12): 1860-1864 (2016) - [c6]Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang:
Active learning approach for remote sensing imagery classification using spatial information. IGARSS 2016: 1520-1523 - [c5]Jiayi Li, Xin Huang, Liangpei Zhang:
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery. IGARSS 2016: 2618-2621 - 2015
- [j7]Jiayi Li, Hongyan Zhang, Liangpei Zhang, Li Ma:
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2523-2533 (2015) - [j6]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2728-2738 (2015) - [j5]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(10): 5338-5351 (2015) - [c4]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. IGARSS 2015: 2592-2595 - 2014
- [j4]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. IEEE Geosci. Remote. Sens. Lett. 11(8): 1409-1413 (2014) - [j3]Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang, Huanfeng Shen:
An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1284-1294 (2014) - [j2]Hongyan Zhang, Jiayi Li, Yuancheng Huang, Liangpei Zhang:
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2056-2065 (2014) - [j1]Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang:
Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. IEEE Trans. Geosci. Remote. Sens. 52(6): 3707-3719 (2014) - [c3]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
Background joint sparse representation for hyperspectral image subpixel anomaly detection. IGARSS 2014: 1528-1531 - 2013
- [c2]Jiayi Li, Hongyan Zhang, Liangpei Zhang:
A nonlinear regression classification algorithm with small sample set for hyperspectral image. IGARSS 2013: 441-444 - 2012
- [c1]Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang:
Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model. WHISPERS 2012: 1-4
Coauthor Index
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