Xiuping Jia

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 2.9K citations

Computing, Computer Science, Computer Vision +16

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

Yushi Chen, Xing Zhao, Xiuping Jia · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2015 · 1.3K citations

Computing, Computer Science, Computer Vision +16

SpectralGPT: Spectral Remote Sensing Foundation Model

Danfeng Hong, Bing Zhang, Xuyang Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 711 citations · Full text

Computing, Earth Sciences, Geoinformatics +13

Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification

Xiuping Jia, John A. Richards · IEEE Transactions on Geoscience and Remote Sensing · 1999 · 398 citations

Computing, Earth Sciences, Computer Vision +16

Feature Mining for Hyperspectral Image Classification

Xiuping Jia, Bor‐Chen Kuo, Melba M. Crawford · Proceedings of the IEEE · 2013 · 379 citations

Computing, Earth Sciences, Feature Engineering +16