Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model

Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks

(2020) Jianhao Gao et al.   Remote Sensing

Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data

(2020) Danfeng Hong et al.   IEEE Geoscience and Remote Sensing Letters

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs

(2020) Renlong Hang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimation of Mineral Abundance From Hyperspectral Data Using a New Supervised Neighbor-Band Ratio Unmixing Approach

(2020) Kevin Siebels et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox

(2020) Behnood Rasti et al.   IEEE Geoscience and Remote Sensing Magazine

Semisupervised charting for spectral multimodal manifold learning and alignment

(2020) Ali Pournemat et al.   PATTERN RECOGNITION

More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification

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

Integrating UAV optical imagery and LiDAR data for assessing the spatial relationship between mangrove and inundation across a subtropical estuarine wetland

(2019) Xudong Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences

(2019) Danfeng Hong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing

(2019) Jing Yao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges

(2019) Sicong Liu et al.   IEEE Geoscience and Remote Sensing Magazine

MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data

(2019) Jingliang Hu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion

(2019) Yang Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion

(2019) Junshi Xia et al.   IEEE Geoscience and Remote Sensing Letters

A Multisource Remotely Sensed Data Oriented Method for “Ghost City” Phenomenon Identification

(2018) Xiaolong Ma et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Extinction Profiles Fusion for Hyperspectral Images Classification

(2018) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convergence of multi-block Bregman ADMM for nonconvex composite problems

(2018) Fenghui Wang et al.   Science China-Information Sciences

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

(2018) Danfeng Hong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

(2018) Danfeng Hong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Fusion of Remote Sensing Data for Accurate Classification

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

Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total Variation Component Analysis

(2017) Behnood Rasti et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Bilevel Model-Based Discriminative Dictionary Learning for Recognition

(2017) Pan Zhou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Spatiotemporally enhancing time-series DMSP/OLS nighttime light imagery for assessing large-scale urban dynamics

(2017) Yanhua Xie et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images

(2017) Sicong Liu et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

A Manifold Alignment Approach for Hyperspectral Image Visualization With Natural Color

(2016) Danping Liao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Parallel Multi-Block ADMM with o(1 / k) Convergence

(2016) Wei Deng et al.   JOURNAL OF SCIENTIFIC COMPUTING

Kernel Manifold Alignment for Domain Adaptation

(2016) Devis Tuia et al.   PLoS One

Data Fusion and Remote Sensing: An ever-growing relationship

(2016) Michael Schmitt et al.   IEEE Geoscience and Remote Sensing Magazine

Big Data challenges in building the Global Earth Observation System of Systems

(2015) Stefano Nativi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features

(2015) Wenzhi Liao et al.   IEEE Geoscience and Remote Sensing Letters

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation

(2015) Qi Wei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

(2015) M. Dalla Mura et al.   PROCEEDINGS OF THE IEEE

Semisupervised Manifold Alignment of Multimodal Remote Sensing Images

(2014) Devis Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

(2014) Caihua Chen et al.   MATHEMATICAL PROGRAMMING

A Splitting Method for Orthogonality Constrained Problems

(2013) Rongjie Lai et al.   JOURNAL OF SCIENTIFIC COMPUTING

Geological classification of Volcano Teide by hyperspectral and multispectral satellite data

(2012) S. Amici et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Urban structure type characterization using hyperspectral remote sensing and height information

(2012) Uta Heiden et al.   LANDSCAPE AND URBAN PLANNING

Multi- and hyperspectral geologic remote sensing: A review

(2011) Freek D. van der Meer et al.   International Journal of Applied Earth Observation and Geoinformation

Hyperspectral remote sensing for mineral exploration in Pulang, Yunnan Province, China

(2011) Charlotte A. Bishop et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends

(2009) Qihao Weng   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

OpenStreetMap: User-Generated Street Maps

(2008) M. Haklay et al.   IEEE PERVASIVE COMPUTING

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

(2008) Mathieu Fauvel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING