4.7 Article

SSR-NET: SpatialSpectral Reconstruction Network for Hyperspectral and Multispectral Image Fusion

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Denoising-Based Multiscale Feature Fusion for Remote Sensing Image Captioning

Wei Huang et al.

Summary: By utilizing the denoising-based multi-scale feature fusion mechanism, the quality of generating captions for remote sensing images has been improved, with experimental results showing the effectiveness of the proposed method on two public datasets.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2021)

Article Computer Science, Artificial Intelligence

Regularizing Hyperspectral and Multispectral Image Fusion by CNN Denoiser

Renwei Dian et al.

Summary: This article introduces a novel HSI and MSI fusion method, combining subspace representation and CNN denoiser, trained on gray images and directly applicable to any HSI and MSI datasets for superior performance.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)

Article Computer Science, Artificial Intelligence

Remote sensing image fusion based on two-stream fusion network

Xiangyu Liu et al.

INFORMATION FUSION (2020)

Article Geochemistry & Geophysics

HAM-MFN: Hyperspectral and Multispectral Image Multiscale Fusion Network With RAP Loss

Shuang Xu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)

Article Geochemistry & Geophysics

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification

Fulin Luo et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)

Article Geochemistry & Geophysics

GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection

Qi Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification

Qi Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors

Daniele Marinelli et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

Learning a Low Tensor-Train Rank Representation for Hyperspectral Image Super-Resolution

Renwei Dian et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net

Qi Xie et al.

2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019) (2019)

Proceedings Paper Geosciences, Multidisciplinary

MULTI-SCALE CROPPING MECHANISM FOR REMOTE SENSING IMAGE CAPTIONING

Xueting Zhang et al.

2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) (2019)

Article Engineering, Electrical & Electronic

A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening

Qiangqiang Yuan et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

A Convex Optimization-Based Coupled Nonnegative Matrix Factorization Algorithm for Hyperspectral and Multispectral Data Fusion

Chia-Hsiang Lin et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Optimal Clustering Framework for Hyperspectral Band Selection

Qi Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection

Weiwei Sun et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Computer Science, Artificial Intelligence

Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization

Shutao Li et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Computer Science, Artificial Intelligence

Deep Hyperspectral Image Sharpening

Renwei Dian et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)

Article Geochemistry & Geophysics

Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network

Frosti Palsson et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Geochemistry & Geophysics

Deep Recurrent Neural Networks for Hyperspectral Image Classification

Lichao Mou et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

Ping Zhong et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Computer Science, Artificial Intelligence

Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection

Yuan Yuan et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Hyperspectral image super-resolution via non-local sparse tensor factorization

Renwei Dian et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Geochemistry & Geophysics

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

Jin Zhou et al.

IEEE TRANSACTIONS ON GEOSCIENCE 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

Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation

Weisheng Dong et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Computer Science, Artificial Intelligence

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

Qi Wang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2016)

Proceedings Paper Engineering, Electrical & Electronic

SALIENT OBJECT DETECTION IN HYPERSPECTRAL IMAGERY USING SPECTRAL GRADIENT CONTRAST

Hangqi Yan et al.

2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) (2016)

Article Computer Science, Artificial Intelligence

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

Qi Wei et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Proceedings Paper Computer Science, Artificial Intelligence

Bayesian Sparse Representation for Hyperspectral Image Super Resolution

Naveed Akhtar et al.

2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2015)

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

Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion

Naoto Yokoya et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)