Spectral-Spatial Attention Transformer with Dense Connection for Hyperspectral Image Classification

A Lightweight 1-D Convolution Augmented Transformer with Metric Learning for Hyperspectral Image Classification

(2021) Xiang Hu et al.   SENSORS

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers

(2021) Danfeng Hong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Hyperspectral Image Based on Double-Branch Dual-Attention Mechanism Network

(2020) Rui Li et al.   Remote Sensing

Depth-Wise Separable Convolution Neural Network with Residual Connection for Hyperspectral Image Classification

(2020) Lanxue Dang et al.   Remote Sensing

Convolutional neural network for spectral–spatial classification of hyperspectral images

(2019) Hongmin Gao et al.   NEURAL COMPUTING & APPLICATIONS

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification

(2019) Renlong Hang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers

(2019) Ji He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Computational intelligence in optical remote sensing image processing

(2018) Yanfei Zhong et al.   APPLIED SOFT COMPUTING

Spatial Sequential Recurrent Neural Network for Hyperspectral Image Classification

(2018) Xiangrong Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification

(2018) Mercedes E. Paoletti et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral image classification using spectral-spatial LSTMs

(2018) Feng Zhou et al.   NEUROCOMPUTING

Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters

(2017) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral-Spatial Classification of Hyperspectral Imagery Based on Stacked Sparse Autoencoder and Random Forest

(2017) Chunhui Zhao et al.   European Journal of Remote Sensing

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

(2014) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification

(2013) Jianjun Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

(2013) Jiayi Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

(2013) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

(2011) Yi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning

(2010) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem

(2008) Mingmin Chi et al.   ADVANCES IN SPACE RESEARCH