2025
Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks.
CoRR, March, 2025

Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution.
IEEE Trans. Multim., 2025

Multi-Axis Feature Diversity Enhancement for Remote Sensing Video Super-Resolution.
IEEE Trans. Image Process., 2025

MTCSAR: Fusing Multitemporal Interaction With Coherence Prior for SAR Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2025

Ada4DIR: An adaptive model-driven all-in-one image restoration network for remote sensing images.
Inf. Fusion, 2025

SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions.
Inf. Fusion, 2025

VCDFormer: Investigating cloud detection approaches in sub-second-level satellite videos.
Int. J. Appl. Earth Obs. Geoinformation, 2025

OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Image Enhancement via Associated Perturbation Removal and Texture Reconstruction Learning.
IEEE CAA J. Autom. Sinica, November, 2024

Remote sensing image super-resolution via cross-scale hierarchical transformer.
Geo spatial Inf. Sci., November, 2024

Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Local-Global Temporal Difference Learning for Satellite Video Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution.
IEEE Trans. Image Process., 2024

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

A CNN-Transformer Embedded Unfolding Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

PHTrack: Prompting for Hyperspectral Video Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Physics-Informed Multitemporal Ensemble Learning for Near Real-Time Precipitation Estimates From Himawari-8/-9.
IEEE Geosci. Remote. Sens. Lett., 2024

PhDnet: A novel physic-aware dehazing network for remote sensing images.
Inf. Fusion, 2024

SENSE: Hyperspectral video object tracker via fusing material and motion cues.
Inf. Fusion, 2024

Bi-temporal Gaussian Feature Dependency Guided Change Detection in Remote Sensing Images.
CoRR, 2024

Remote Sensing Image Super-Resolution with Top-K Token Selective Transformer.
Proceedings of the IGARSS 2024, 2024

2023
Spectral super-resolution meets deep learning: Achievements and challenges.
Inf. Fusion, September, 2023

From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution.
Inf. Fusion, August, 2023

An efficient unfolding network with disentangled spatial-spectral representation for hyperspectral image super-resolution.
Inf. Fusion, June, 2023

Deep Blind Super-Resolution for Satellite Video.
IEEE Trans. Geosci. Remote. Sens., 2023

Learning a Local-Global Alignment Network for Satellite Video Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 2023

2022
Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection.
IEEE Trans. Geosci. Remote. Sens., 2022

Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer.
Int. J. Appl. Earth Obs. Geoinformation, 2022

DsTer: A dense spectral transformer for remote sensing spectral super-resolution.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Learning an Intrinsic Graph Neural Network for Sartellite Video Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

NTIRE 2022 Spectral Recovery Challenge and Data Set.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
A Recurrent Refinement Network for Satellite Video Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021