Xiangyong Cao

Orcid: 0000-0001-7912-3457

According to our database¹, Xiangyong Cao authored at least 80 papers between 2015 and 2025.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

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In proceedings

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PhD thesis

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Bibliography

2025

Masked contrastive graph representation learning for age estimation.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

2024

Convolutional Fuzzy Neural Networks With Random Weights for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

An Adaptive Noisy Label-Correction Method Based on Selective Loss for Hyperspectral Image-Classification Problem.

[BibT_eX]

[DOI]

Remote. Sens., July, 2024

Boundary-Aware Spatial and Frequency Dual-Domain Transformer for Remote Sensing Urban Images Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Stacked Tucker Decomposition With Multi-Nonlinear Products for Remote Sensing Imagery Inpainting.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Pan-Denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

CRS-Diff: Controllable Remote Sensing Image Generation With Diffusion Model.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Low-Rank Prompt-Guided Transformer for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Variational Zero-Shot Multispectral Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Learnable Representative Coefficient Image Denoiser for Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Infrared Small Target Detection via Joint Low Rankness and Local Smoothness Prior.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

A New Learning Paradigm for Foundation Model-Based Remote-Sensing Change Detection.

[BibT_eX]

[DOI]

Kaiyu Li

Xiangyong Cao

Deyu Meng

IEEE Trans. Geosci. Remote. Sens., 2024

A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Stable Local-Smooth Principal Component Pursuit.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2024

Unsupervised hyperspectral pansharpening via low-rank diffusion model.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Polar R-CNN: End-to-End Lane Detection with Fewer Anchors.

[BibT_eX]

[DOI]

CoRR, 2024

MV-CC: Mask Enhanced Video Model for Remote Sensing Change Caption.

[BibT_eX]

[DOI]

CoRR, 2024

SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples.

[BibT_eX]

[DOI]

Yuntao Shou

Xiangyong Cao

Deyu Meng

CoRR, 2024

Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers.

[BibT_eX]

[DOI]

Jin Cao

Deyu Meng

Xiangyong Cao

CoRR, 2024

SegEarth-OV: Towards Traning-Free Open-Vocabulary Segmentation for Remote Sensing Images.

[BibT_eX]

[DOI]

CoRR, 2024

HSIGene: A Foundation Model For Hyperspectral Image Generation.

[BibT_eX]

[DOI]

CoRR, 2024

HAIR: Hypernetworks-based All-in-One Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2024

Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck.

[BibT_eX]

[DOI]

Yuntao Shou

Haozhi Lan

Xiangyong Cao

CoRR, 2024

Open-CD: A Comprehensive Toolbox for Change Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration.

[BibT_eX]

[DOI]

CoRR, 2024

A Lightweight Transformer for Remote Sensing Image Change Captioning.

[BibT_eX]

[DOI]

Dongwei Sun

Yajie Bao

Xiangyong Cao

CoRR, 2024

DiffMatch: Visual-Language Guidance Makes Better Semi-supervised Change Detector.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

CRS-Diff: Controllable Generative Remote Sensing Foundation Model.

[BibT_eX]

[DOI]

CoRR, 2024

Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Hyperspectral Denoising Using Asymmetric Noise Modeling Deep Image Prior.

[BibT_eX]

[DOI]

Remote. Sens., April, 2023

Hyperspectral Image Denoising Via Texture-Preserved Total Variation Regularizer.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Enhancing Efficient Global Understanding Network With CSWin Transformer for Urban Scene Images Segmentation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Hyperspectral Image Denoising via Nonlocal Spectral Sparse Subspace Representation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Modified Dynamic Routing Convolutional Neural Network for Pan-Sharpening.

[BibT_eX]

[DOI]

Remote. Sens., 2023

Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2023

Neural Gradient Regularizer.

[BibT_eX]

[DOI]

CoRR, 2023

A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Masked Contrastive Graph Representation Learning for Age Estimation.

[BibT_eX]

[DOI]

Yuntao Shou

Xiangyong Cao

Deyu Meng

CoRR, 2023

HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2023

SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization.

[BibT_eX]

[DOI]

CoRR, 2023

Unsupervised Pansharpening via Low-rank Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

A Hyper-weight Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2023

PanFlowNet: A Flow-Based Deep Network for Pan-sharpening.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Probability-based Global Cross-modal Upsampling for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

A Model-Driven Deep Unfolding Method for JPEG Artifacts Removal.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

MD³Net: Integrating Model-Driven and Data-Driven Approaches for Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Sequential ISAR Target Classification Based on Hybrid Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Denoising by Asymmetric Noise Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

SRAF-Net: A Scene-Relevant Anchor-Free Object Detection Network in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Denoising With Weighted Nonlocal Low-Rank Model and Adaptive Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

TRQ3DNet: A 3D Quasi-Recurrent and Transformer Based Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Li Pang

Weizhen Gu

Xiangyong Cao

Remote. Sens., 2022

Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation.

[BibT_eX]

[DOI]

CoRR, 2022

Proximal PanNet: A Model-Based Deep Network for Pansharpening.

[BibT_eX]

[DOI]

Xiangyong Cao

Yang Chen

Wenfei Cao

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Online Rain/Snow Removal From Surveillance Videos.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Hyperspectral Image Classification With Convolutional Neural Network and Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Underwater image enhancement with global-local networks and compressed-histogram equalization.

[BibT_eX]

[DOI]

Xueyang Fu

Xiangyong Cao

Signal Process. Image Commun., 2020

Discovering influential factors in variational autoencoders.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

New Interpretations of Normalization Methods in Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Spectral-Spatial Hyperspectral Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field.

[BibT_eX]

[DOI]

Xiangyong Cao

Zongben Xu

Deyu Meng

Remote. Sens., 2019

Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Denoising Hyperspectral Image With Non-i.i.d. Noise Structure.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Robust subspace clustering via penalized mixture of Gaussians.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Discovering Influential Factors in Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2017

Polsar image classification based on three-dimensional wavelet texture features and Markov random field.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Low-rank Matrix Factorization under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Low-Rank Matrix Factorization under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Xiangyong Cao

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