Soil carbon content prediction using multi-source data feature fusion of deep learning based on spectral and hyperspectral images

Deep Recurrent Neural Networks for Hyperspectral Image Classification

Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 1.4K citations

Computing, Computer Science, Computer Vision +16

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

Xiaodong Xu, Wei Li, Qiong Ran et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 664 citations

Computing, Computer Science, Earth Sciences +17

Hyperspectral Image Classification With Deep Feature Fusion Network

Weiwei Song, Shutao Li, Leyuan Fang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 565 citations

Computing, Computer Science, Computer Vision +16

Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification

Qingshan Liu, Feng Zhou, Renlong Hang et al. · Remote Sensing · 2017 · 315 citations · Full text

Computing, Computer Science, Computer Vision +16

An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine

Shijin Li, Hao Wu, Dingsheng Wan et al. · Knowledge-Based Systems · 2010 · 307 citations

Computing, Computer Science, Feature Engineering +16