Xiaorui Ma

High-Resolution SAR Image Classification via Deep Convolutional Autoencoders

Jie Geng, Jianchao Fan, Hongyu Wang et al. · IEEE Geoscience and Remote Sensing Letters · 2015 · 288 citations

Convolutional Neural Network, Sparse Autoencoders, Machine Learning +18

Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder

Xiaorui Ma, Hongyu Wang, Jie Geng · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 259 citations

Geometric Learning, Convolutional Neural Network, Engineering +16

CSI-Based Device-Free Wireless Localization and Activity Recognition Using Radio Image Features

Qinhua Gao, Jie Wang, Xiaorui Ma et al. · IEEE Transactions on Vehicular Technology · 2017 · 214 citations

Convolutional Neural Network, Engineering, Machine Learning +24

Hyperspectral image classification via contextual deep learning

Xiaorui Ma, Jie Geng, Hongyu Wang · EURASIP Journal on Image and Video Processing · 2015 · 137 citations · Full text

Geometric Learning, Convolutional Neural Network, Image Classification +15

Deep Supervised and Contractive Neural Network for SAR Image Classification

Jie Geng, Hongyu Wang, Jianchao Fan et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 137 citations

Convolutional Neural Network, Engineering, Machine Learning +16