Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.

[BibT_eX]

[DOI]

Danfeng Hong

Bing Zhang

CoRR, 2023

2022

Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multimodal Hyperspectral Unmixing: Insights From Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Progress and Challenges in Intelligent Remote Sensing Satellite Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review.

[BibT_eX]

[DOI]

CoRR, 2022

Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.

[BibT_eX]

[DOI]

CoRR, 2022

Deep learning in multimodal remote sensing data fusion: A comprehensive review.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multimodal Hyperspectral Unmixing via Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Graph Convolutional Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model.

[BibT_eX]

[DOI]

CoRR, 2021

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.

[BibT_eX]

[DOI]

CoRR, 2021

Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Hyperspectral Image Classification With Convolutional Neural Network and Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation.

[BibT_eX]

[DOI]

Sensors, 2020

Spatial-Spectral Manifold Embedding of Hyperspectral Data.

[BibT_eX]

[DOI]

CoRR, 2020

Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

2018

A Robust PCA Approach With Noise Structure Learning and Spatial-Spectral Low-Rank Modeling for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A tensor-based nonlocal total variation model for multi-channel image recovery.

[BibT_eX]

[DOI]

Signal Process., 2018

Robust subspace clustering via penalized mixture of Gaussians.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Jing Yao

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