Cover Image

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Shi, Zhang, Lefei, Zhang, Liangpei
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution
by: Li, Baisong, et al.
Published: (2025)

A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method
by: Sun, Jing, et al.
Published: (2024)

Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution
by: Zhang, Tengya, et al.
Published: (2026)

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution
by: Liu, Jianjun, et al.
Published: (2023)

Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning
by: Sun, Jing, et al.
Published: (2024)

Deep Blind Super-Resolution for Satellite Video
by: Xiao, Yi, et al.
Published: (2024)

SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising
by: Fu, Guanyiman, et al.
Published: (2024)

A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring
by: Wang, Yinjian, et al.
Published: (2024)

EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution
by: Su, Xi, et al.
Published: (2024)

SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution
by: Shah, Ritik, et al.
Published: (2025)

An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images
by: Jiang, Menghui, et al.
Published: (2021)

LFMamba: Light Field Image Super-Resolution with State Space Model
by: xia, Wang, et al.
Published: (2024)

Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)

Radiative-Structured Neural Operator for Continuous Spectral Super-Resolution
by: Zhang, Ziye, et al.
Published: (2025)

Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction
by: Fang, Yuan, et al.
Published: (2024)

Rethinking the Upsampling Layer in Hyperspectral Image Super Resolution
by: Shi, Haohan, et al.
Published: (2025)

DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification
by: Cao, Weijia, et al.
Published: (2025)

DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution
by: Muhammad, Usman, et al.
Published: (2025)

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
by: Xu, Shuang, et al.
Published: (2024)

Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
by: Zhang, Leheng, et al.
Published: (2025)

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
by: Wang, Di, et al.
Published: (2024)

Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer
by: Fu, Guanyiman, et al.
Published: (2023)

Unsupervised Hyperspectral Image Super-Resolution via Self-Supervised Modality Decoupling
by: Du, Songcheng, et al.
Published: (2024)

Large Kernel Distillation Network for Efficient Single Image Super-Resolution
by: Xie, Chengxing, et al.
Published: (2024)

Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence
by: Wang, Hongyuan, et al.
Published: (2023)

$L^2$FMamba: Lightweight Light Field Image Super-Resolution with State Space Model
by: Wei, Zeqiang, et al.
Published: (2025)

Robust Hyperspectral Image Panshapring via Sparse Spatial-Spectral Representation
by: Lee, Chia-Ming, et al.
Published: (2025)

WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)

Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional Network
by: Muhammad, Usman, et al.
Published: (2025)

Efficient Feedback Gate Network for Hyperspectral Image Super-Resolution
by: Wang, Xufei, et al.
Published: (2025)

Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network
by: Piccinini, Davide, et al.
Published: (2025)

Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)

Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field Augmentation
by: Zhao, Xiaole, et al.
Published: (2024)

Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging
by: Dong, Jiahua, et al.
Published: (2024)

Single-Step Latent Consistency Model for Remote Sensing Image Super-Resolution
by: Sun, Xiaohui, et al.
Published: (2025)

Global Spatial-Temporal Information-based Residual ConvLSTM for Video Space-Time Super-Resolution
by: Fu, Congrui, et al.
Published: (2024)

3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification
by: He, Yan, et al.
Published: (2024)

IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification
by: He, Yan, et al.
Published: (2024)

Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025)

HyperBench: Standardizing and Scaling Synthetic Evaluation for Hyperspectral Super-Resolution
by: Shah, Ritik, et al.
Published: (2026)