Project

HSI-MSI Fusion

Model	Published
Hyperspectral and Multispectral Image Fusion via Deep Generalized Linear Mixed Model	--
Conditional Flow Matching Fusion Network	--

Pan-sharpening

Model	Published
(DCDN) A Dual Condition Diffusion Network for Pansharpening	--
(YsNet) From Forgotten to Pan-sharpening	PR 2025
(DLVC) Pan-sharpening via Dual Latent Variable Constraint Network	IF 2025
(DUN) Rethinking the Role of Panchromatic Images in Pan-sharpening	TMM 2025
(DERN) A deep error removal network for pan-sharpening	GRSL 2024
(PSCINN) Pan-sharpening via conditional invertible neural network	IF 2024
(IDD) Pan-sharpening via Intrinsic Decomposition Knowledge	PR 2024
(LLERN) Pan-sharpening via deep locally linear embedding residual network	TGRS 2022
(DPFN) A Dual-Path Fusion Network for Pan-Sharpening	TGRS 2021
(HMB) Pan-sharpening via High-pass Modification Convolutional Neural Network	ICIP 2021

Super-resolution

Model	Published
(LLE) Deep Locally Linear Embedding Network	IS 2022
(LDUM) A Deep Unfolding Method for Satellite Super Resolution	TCI 2022
(AGSRN) From Artifact Removal to Super-Resolution	TGRS 2022
(EIP) Enhanced Image Prior for Unsupervised Remoting Sensing Super-Resolution	NN 2021
(MIP) Unsupervised Remoting Sensing Super-Resolution Via Migration Image Prior	ICME 2021