4.6 Article

Learning Deep Hierarchical Spatial-Spectral Features for Hyperspectral Image Classification Based on Residual 3D-2D CNN

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Geochemistry & Geophysics

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

Swalpa Kumar Roy et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2020)

Article Geochemistry & Geophysics

Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection

Han Zhai et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection

Akrem Sellami et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Computer Science, Information Systems

Semi-supervised classification framework of hyperspectral images based on the fusion evidence entropy

Chunyang Wang et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2018)

Article Geochemistry & Geophysics

3-D Deep Learning Approach for Remote Sensing Image Classification

Amina Ben Hamida et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Generative Adversarial Networks for Hyperspectral Image Classification

Lin Zhu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

Xiaodong Xu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

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

Zilong Zhong et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Computer Science, Artificial Intelligence

Structured AutoEncoders for Subspace Clustering

Xi Peng et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Computer Science, Artificial Intelligence

Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations

Xi Peng et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)

Article Geochemistry & Geophysics

Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images

Qi Wang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Geochemistry & Geophysics

Self-Taught Feature Learning for Hyperspectral Image Classification

Ronald Kemker et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks

Shaohui Mei et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification

Lin He et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Computer Science, Artificial Intelligence

Going Deeper With Contextual CNN for Hyperspectral Image Classification

Hyungtae Lee et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Article Engineering, Electrical & Electronic

Low-Rank Subspace Representation for Supervised and Unsupervised Classification of Hyperspectral Imagery

Alex Sumarsono et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)

Article Geochemistry & Geophysics

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

Yushi Chen et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Computer Science, Artificial Intelligence

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data

Xi Peng et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2016)

Article Automation & Control Systems

Learning Hierarchical Spectral-Spatial Features for Hyperspectral Image Classification

Yicong Zhou et al.

IEEE TRANSACTIONS ON CYBERNETICS (2016)

Article Engineering, Electrical & Electronic

Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification

Weiwei Sun et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification

Yicong Zhou et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields

Junshi Xia et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields

Le Sun et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Engineering, Electrical & Electronic

E2LMs: Ensemble Extreme Learning Machines for Hyperspectral Image Classification

Alim Samat et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Engineering, Electrical & Electronic

Progress in Hyperspectral Remote Sensing Science and Technology in China Over the Past Three Decades

Qingxi Tong et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Engineering, Electrical & Electronic

Deep Learning-Based Classification of Hyperspectral Data

Yushi Chen et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Geochemistry & Geophysics

Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

Leyuan Fang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)

Review Computer Science, Artificial Intelligence

Representation Learning: A Review and New Perspectives

Yoshua Bengio et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)

Article Remote Sensing

Multi range spectral feature fitting for hyperspectral imagery in extracting oilseed rape planting area

Zhuokun Pan et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2013)

Article Geochemistry & Geophysics

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

Giorgio Licciardi et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2012)

Editorial Material Engineering, Electrical & Electronic

Foreword to the Special Issue on Hyperspectral Image and Signal Processing

Antonio Plaza et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)

Article Geochemistry & Geophysics

Hyperspectral Image Classification With Independent Component Discriminant Analysis

Alberto Villa et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2011)

Article Geochemistry & Geophysics

Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis

Tatyana V. Bandos et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)

Article Multidisciplinary Sciences

Reducing the dimensionality of data with neural networks

G. E. Hinton et al.

SCIENCE (2006)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Environmental Sciences

Monitoring active volcanism with the autonomous sciencecraft experiment on EO-1

AG Davies et al.

REMOTE SENSING OF ENVIRONMENT (2006)

Article Geochemistry & Geophysics

Classification of hyperspectral remote sensing images with support vector machines

F Melgani et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)