Improved Transformer Net for Hyperspectral Image Classification

Hyperspectral Image Classification Based on Multi-Scale Residual Network with Attention Mechanism

(2021) Yuhao Qing et al.   Remote Sensing

A Developed Siamese CNN with 3D Adaptive Spatial-Spectral Pyramid Pooling for Hyperspectral Image Classification

(2020) Mengbin Rao et al.   Remote Sensing

Residual Group Channel and Space Attention Network for Hyperspectral Image Classification

(2020) Peida Wu et al.   Remote Sensing

Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration

(2020) Jian Kang et al.   IEEE Transactions on Neural Networks and Learning Systems

Joint Spatial–Spectral Attention Network for Hyperspectral Image Classification

(2020) Lei Li et al.   IEEE Geoscience and Remote Sensing Letters

Computer-Aided Diagnosis (CAD) of Pulmonary Nodule of Thoracic CT Image Using Transfer Learning

(2019) Shikun Zhang et al.   JOURNAL OF DIGITAL IMAGING

Spatial–Spectral Squeeze-and-Excitation Residual Network for Hyperspectral Image Classification

(2019) Li Wang et al.   Remote Sensing

3-D Convolution-Recurrent Networks for Spectral-Spatial Classification of Hyperspectral Images

(2019) Majid Seydgar et al.   Remote Sensing

Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification

(2019) Shaoguang Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification

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

Visual Attention-Driven Hyperspectral Image Classification

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

Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification

(2019) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deformable Convolutional Neural Networks for Hyperspectral Image Classification

(2018) Jian Zhu et al.   IEEE Geoscience and Remote Sensing Letters

Exploring Models and Data for Remote Sensing Image Caption Generation

(2018) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification With Deep Feature Fusion Network

(2018) Weiwei Song et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Recent Advances on Spectral–Spatial Hyperspectral Image Classification: An Overview and New Guidelines

(2018) Lin He 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

A New Algorithm of SAR Image Target Recognition Based on Improved Deep Convolutional Neural Network

(2018) Fei Gao et al.   Cognitive Computation

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image

(2018) Fulin Luo et al.   IEEE Transactions on Cybernetics

Modern Trends in Hyperspectral Image Analysis: A Review

(2018) Muhammad Jaleed Khan et al.   IEEE Access

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

Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification

(2018) Cheng Deng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Capsule Networks for Hyperspectral Image Classification

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

Dimensionality Reduction by Spatial–Spectral Preservation in Selected Bands

(2017) Xiangtao Zheng 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

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

(2017) Chunhui Zhao et al.   European Journal of 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

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

Cloud implementation of the K-means algorithm for hyperspectral image analysis

(2016) Juan Mario Haut et al.   JOURNAL OF SUPERCOMPUTING

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 Classification of Hyperspectral Data Based on Deep Belief Network

(2015) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Joint Within-Class Collaborative Representation for Hyperspectral Image Classification

(2014) Wei Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations 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

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

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

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images

(2010) Yuliya Tarabalka et al.   IEEE Geoscience and Remote Sensing Letters

A review on hyperspectral remote sensing for homogeneous and heterogeneous forest biodiversity assessment

(2010) Azadeh Ghiyamat et al.   INTERNATIONAL JOURNAL OF 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