Spatially augmented guided sequence-based bidirectional encoder representation from transformer networks for hyperspectral classification studies

Spectral–Spatial Generative Adversarial Network for Super-Resolution Land Cover Mapping With Multispectral Remotely Sensed Imagery

(2022) Cheng Shang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Lightweight Spectral-Spatial Convolution Module for Hyperspectral Image Classification

(2021) Zhe Meng et al.   IEEE Geoscience and Remote Sensing Letters

Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects

(2021) Muhammad Ahmad et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges

(2020) Maryam Imani et al.   Information Fusion

Spectral–Spatial Hyperspectral Classification via Structural-Kernel Collaborative Representation

(2020) Bing Tu et al.   IEEE Geoscience and Remote Sensing Letters

Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network

(2019) Xin He et al.   IEEE Geoscience and Remote Sensing Letters

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

(2019) Swalpa Kumar Roy et al.   IEEE Geoscience and Remote Sensing Letters

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

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

Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network

(2018) Jiaojiao Li et al.   IEEE Geoscience and Remote Sensing Letters

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

(2018) Xiaodong Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification

(2018) Junshi Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

(2018) Zilong Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Diverse Region-Based CNN for Hyperspectral Image Classification

(2018) Mengmeng Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Capsule Networks for Hyperspectral Image Classification

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

Crop Classification Based on Feature Band Set Construction and Object-Oriented Approach Using Hyperspectral Images

(2016) Xia Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Novel Cluster Kernel RX Algorithm for Anomaly and Change Detection Using Hyperspectral Images

(2016) Jin Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Identification of indices for accurate estimation of anthocyanin and carotenoids in different species of flowers using hyperspectral data

(2016) K.R. Manjunath et al.   Remote Sensing Letters

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

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

Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields

(2011) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING