Multi-layer feature fusion for hyperspectral image classification

Language-Aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification

(2023) Yuxiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification

(2022) Wei Li et al.   IEEE Transactions on Neural Networks and Learning Systems

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

(2022) Lanxue Dang et al.   Computational Intelligence and Neuroscience

Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission

(2022) Mengmeng Zhang et al.   IEEE Transactions on Cybernetics

NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification

(2022) Yuanchao Su et al.   IEEE Transactions on Cybernetics

Deep Learning--based Text Classification

(2021) Shervin Minaee et al.   ACM COMPUTING SURVEYS

Extraction of spatial-spectral homogeneous patches and fractional abundances for field-scale agriculture monitoring using airborne hyperspectral images

(2021) Anand S. Sahadevan   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Improved Transformer Net for Hyperspectral Image Classification

(2021) Yuhao Qing et al.   Remote Sensing

Evaluation of dimensionality reduction techniques on hybrid CNN–based HSI classification

(2021) Satyajit Swain et al.   Arabian Journal of Geosciences

Robust Matching for SAR and Optical Images Using Multiscale Convolutional Gradient Features

(2021) Liang Zhou et al.   IEEE Geoscience and Remote Sensing Letters

Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network

(2021) Yunhao Gao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification

(2021) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning

(2020) Lianru Gao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Graph Convolutional Networks for Hyperspectral Image Classification

(2020) Danfeng Hong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Adaptive Decision-Making for Automated Vehicles Under Roundabout Scenarios Using Optimization Embedded Reinforcement Learning

(2020) Yuxiang Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Visual Attention-Driven Hyperspectral Image Classification

(2019) Juan Mario Haut et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

(2018) Xiaodong Xu 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

Hyperspectral Image Classification Using Convolutional Neural Networks and Multiple Feature Learning

(2018) Qishuo Gao et al.   Remote Sensing

Deep Fusion of Remote Sensing Data for Accurate Classification

(2017) Yushi Chen et al.   IEEE Geoscience and Remote Sensing Letters

Deep Recurrent Neural Networks for Hyperspectral Image Classification

(2017) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Going Deeper With Contextual CNN for Hyperspectral Image Classification

(2017) Hyungtae Lee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Gravitation-Based Edge Detection in Hyperspectral Images

(2017) Genyun Sun et al.   Remote Sensing

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

(2017) Ying Li et al.   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

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Learning Sample Specific Weights for Late Fusion

(2015) Kuan-Ting Lai et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Estimation of crop LAI using hyperspectral vegetation indices and a hybrid inversion method

(2015) Liang Liang et al.   REMOTE SENSING OF ENVIRONMENT

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Learning Local Feature Descriptors Using Convex Optimisation

(2014) Karen Simonyan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

(2013) Gustavo Camps-Valls et al.   IEEE SIGNAL PROCESSING MAGAZINE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Hyperspectral imaging—An advanced instrument concept for the EnMAP mission (Environmental Mapping and Analysis Programme)

(2009) Timo Stuffler et al.   ACTA ASTRONAUTICA

Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

(2009) Y. Tarabalka et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING