Jiayi Li

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

Hongyan Zhang, Jiayi Li, Yuancheng Huang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2013 · 284 citations

Sparse Representation, Image Analysis, Machine Learning +15

Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation

Jiayi Li, Hongyan Zhang, Liangpei Zhang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2015 · 270 citations

Representative Background Bases, Desirable Detection Performance, Sparse Representation +15

Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions

Dawei Wen, Xin Huang, Francesca Bovolo et al. · IEEE Geoscience and Remote Sensing Magazine · 2021 · 215 citations

Multi-level monitoring of subtle urban changes for the megacities of China using high-resolution multi-view satellite imagery

Xin Huang, Dawei Wen, Jiayi Li et al. · Remote Sensing of Environment · 2017 · 199 citations

Urban Geography, Environmental Monitoring, Engineering +13

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary

Jiayi Li, Hongyan Zhang, Yuancheng Huang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2013 · 180 citations

Engineering, Machine Learning, Multispectral Imaging +17