Xiao Gong

A Low-Rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising

Xiao Gong, Wei Chen, Jie Chen · IEEE Transactions on Signal Processing · 2020 · 80 citations

Hsi Tensor Groups, Engineering, Machine Learning +16

Enhanced Few-Shot Learning for Intrusion Detection in Railway Video Surveillance

Xiao Gong, Xi Chen, Zhangdui Zhong et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 49 citations

Few-shot Learning, Scene Analysis, Anomaly Detection +17

Tensor Denoising Using Low-Rank Tensor Train Decomposition

Xiao Gong, Wei Chen, Jie Chen et al. · IEEE Signal Processing Letters · 2020 · 34 citations

Sparse Representation, Engineering, Machine Learning +12

An ESPRIT-Based Supervised Channel Estimation Method Using Tensor Train Decomposition for mmWave 3-D MIMO-OFDM Systems

Xiao Gong, Wei Chen, Lei Sun et al. · IEEE Transactions on Signal Processing · 2023 · 30 citations

Channel Modeling, Wireless Communications, Mimo System +11

Nonconvex Robust Low-Rank Tensor Reconstruction via an Empirical Bayes Method

Wei Chen, Xiao Gong, Nan Song · IEEE Transactions on Signal Processing · 2019 · 22 citations

Empirical Bayes Method, Sparse Representation, Image Analysis +13