Naoto Yokoya
Orcid: 0000-0002-7321-4590
According to our database1,
Naoto Yokoya
authored at least 176 papers
between 2010 and 2024.
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Bibliography
2024
Impact of Tile Size and Tile Overlap on the Prediction Performance of Convolutional Neural Networks Trained for Road Classification.
Remote. Sens., August, 2024
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024
IET Comput. Vis., June, 2024
IEEE Trans. Vis. Comput. Graph., February, 2024
BD-SKUNet: Selective-Kernel UNets for Building Damage Assessment in High-Resolution Satellite Images.
Remote. Sens., January, 2024
IEEE Trans. Geosci. Remote. Sens., 2024
A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024
Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer.
IEEE Trans. Geosci. Remote. Sens., 2024
Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration.
IEEE Trans. Computational Imaging, 2024
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark.
IEEE Geosci. Remote. Sens. Lett., 2024
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction.
Inf. Fusion, 2024
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation.
CoRR, 2024
GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting.
CoRR, 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery.
CoRR, 2024
CoRR, 2024
Int. J. Appl. Earth Obs. Geoinformation, 2024
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IGARSS 2024, 2024
Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM).
Proceedings of the IGARSS 2024, 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
2023
IET Comput. Vis., October, 2023
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets.
Int. J. Appl. Earth Obs. Geoinformation, March, 2023
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023
LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Computational Imaging, 2023
CoRR, 2023
CoRR, 2023
Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer.
CoRR, 2023
Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange.
CoRR, 2023
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst., 2022
Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping.
IEEE Trans. Geosci. Remote. Sens., 2022
An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net.
IEEE Trans. Geosci. Remote. Sens., 2022
Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration.
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Pattern Recognit., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.
CoRR, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation.
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation.
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
2021
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration.
IEEE Trans. Neural Networks Learn. Syst., 2021
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion.
IEEE Trans. Image Process., 2021
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data.
IEEE Trans. Geosci. Remote. Sens., 2021
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction.
IEEE Trans. Cybern., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part B.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR, 2021
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021
2020
2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data.
Dataset, December, 2020
Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model.
IEEE Trans. Image Process., 2020
Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.
IEEE Trans. Image Process., 2020
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization.
IEEE Trans. Geosci. Remote. Sens., 2020
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition.
IEEE Trans. Cybern., 2020
Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Remote. Sens., 2020
Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam.
Remote. Sens., 2020
Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam.
Remote. Sens., 2020
A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images.
Remote. Sens., 2020
Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam.
Remote. Sens., 2020
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2020
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging.
CoRR, 2020
Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data.
CoRR, 2020
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction.
CoRR, 2020
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping.
CoRR, 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.
CoRR, 2020
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping.
CoRR, 2020
Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.
IEEE Trans. Image Process., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation.
IEEE Trans. Geosci. Remote. Sens., 2019
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Direct, ECOC, ND and END Frameworks - Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan.
Remote. Sens., 2019
Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges.
Remote. Sens., 2019
Remote. Sens., 2019
Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia.
Remote. Sens., 2019
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification.
CoRR, 2019
Proceedings of the Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net.
IEEE Geosci. Remote. Sens. Lett., 2018
ISPRS Int. J. Geo Inf., 2018
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification.
CoRR, 2018
Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A Comparative Study of Fusion-Based Change Detection Methods for Multi-Band Images with Different Spectral and Spatial Resolutions.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features.
Remote. Sens., 2017
Remote. Sens., 2017
Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A novel ensemble classifier of hyperspectral and LiDAR data using morphological features.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.
IEEE Trans. Image Process., 2016
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images.
Remote. Sens., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Land-cover monitoring using time-series hyperspectral data via fractional-order darwinian particle swarm optimization segmentation.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Mapping land covers of brussels capital region using spatially enhanced hyperspectral images.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Object Detection Based on Sparse Representation and Hough Voting for Optical Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Hyperspectral Tree Species Classification of Japanese Complex Mixed Forest With the Aid of Lidar Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Optimal hyperspectral classification for paddy field with semisupervised self-learning.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Generalized-hough-transform object detection using class-specific sparse representation for local-feature detection.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Spectral unmixing of fluorescence fingerprint imagery for visualization of constituents in pie pastry.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Hyperspectral and multispectral data fusion mission on hyperspectral imager suite (HISUI).
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion.
IEEE Trans. Geosci. Remote. Sens., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Hyperspectral, multispectral, and panchromatic data fusion based on coupled non-negative matrix factorization.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Coupled non-negative matrix factorization (CNMF) for hyperspectral and multispectral data fusion: Application to pasture classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Detection and correction of spectral and spatial misregistrations for hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010