Cover Image

Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Yingkai, Zhang, Tao, Nie, Jing, Fu, Ying
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Real Noise Decoupling for Hyperspectral Image Denoising
by: Zhang, Yingkai, et al.
Published: (2025)

Unregistered Spectral Image Fusion: Unmixing, Adversarial Learning, and Recoverability
by: Song, Jiahui, et al.
Published: (2026)

Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance
by: Zhang, Yingkai, et al.
Published: (2025)

A Fusion-Guided Inception Network for Hyperspectral Image Super-Resolution
by: Muhammad, Usman, et al.
Published: (2025)

Transformer for Multitemporal Hyperspectral Image Unmixing
by: Li, Hang, et al.
Published: (2024)

WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention Fusion
by: Long, Zekun, et al.
Published: (2026)

Hyperspectral Super-Resolution with Inter-Image Variability via Degradation-based Low-Rank and Residual Fusion Method
by: Wen, Yue, et al.
Published: (2025)

UnmixingSR: Material-aware Network with Unsupervised Unmixing as Auxiliary Task for Hyperspectral Image Super-resolution
by: Yu, Yang
Published: (2024)

SMILE: A Super-resolution Guided Multi-task Learning Method for Hyperspectral Unmixing
by: Li, Ruiying, et al.
Published: (2025)

Hyperspectral Image Generation with Unmixing Guided Diffusion Model
by: Shen, Shiyu, et al.
Published: (2025)

Hyperspectral Unmixing Hierarchies
by: Garrett, Joseph L., et al.
Published: (2026)

Transformer-Guided Content-Adaptive Graph Learning for Hyperspectral Unmixing
by: Chen, Hui, et al.
Published: (2025)

SWAN: Self-supervised Wavelet Neural Network for Hyperspectral Image Unmixing
by: Ramchandani, Yassh, 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)

End-to-End Unmixing with Material Prompts for Hyperspectral Object Tracking
by: Han, Xu, et al.
Published: (2026)

A Deep Equilibrium Network for Hyperspectral Unmixing
by: Wang, Chentong, et al.
Published: (2026)

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

Unmixing-Guided Spatial-Spectral Mamba with Clustering Tokens for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2026)

A Copula-Guided Temporal Dependency Method for Multitemporal Hyperspectral Images Unmixing
by: Li, Ruiying, et al.
Published: (2025)

HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks
by: Li, Baisong, et al.
Published: (2024)

Bridging Sensor Gaps via Attention Gated Tuning for Hyperspectral Image Classification
by: Xue, Xizhe, et al.
Published: (2023)

Enhanced Self-Supervised Multi-Image Super-Resolution for Camera Array Images
by: Chen, Yating, et al.
Published: (2026)

Polyhedral Unmixing: Bridging Semantic Segmentation with Hyperspectral Unmixing via Polyhedral-Cone Partitioning
by: Bottenmuller, Antoine, et al.
Published: (2026)

Self-Supervised Super-Resolution for Sentinel-5P Hyperspectral Images
by: Ali, Hyam Omar, et al.
Published: (2026)

Deep Diffusion Models and Unsupervised Hyperspectral Unmixing for Realistic Abundance Map Synthesis
by: Pastorino, Martina, et al.
Published: (2025)

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

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

SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution
by: Hu, Runyi, et al.
Published: (2024)

Enhanced Semantic Extraction and Guidance for UGC Image Super Resolution
by: Wang, Yiwen, et al.
Published: (2025)

Supervise-assisted Multi-modality Fusion Diffusion Model for PET Restoration
by: Zhang, Yingkai, et al.
Published: (2026)

Diffusion Posterior Sampler for Hyperspectral Unmixing with Spectral Variability Modeling
by: Zhu, Yimin, et al.
Published: (2025)

Latent Dirichlet Transformer VAE for Hyperspectral Unmixing with Bundled Endmembers
by: Giannetti, Giancarlo, et al.
Published: (2025)

Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution
by: Li, Yunxiang, et al.
Published: (2024)

Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework
by: Li, Yuening, et al.
Published: (2024)

A Dual-Domain Convolutional Network for Hyperspectral Single-Image Super-Resolution
by: Karayaka, Murat, et al.
Published: (2025)

Towards Arbitrary-Scale Spacecraft Image Super-Resolution via Salient Region-Guidance
by: Yang, Jingfan, et al.
Published: (2025)

Hybrid Deep Learning for Hyperspectral Single Image Super-Resolution
by: Muhammad, Usman, et al.
Published: (2025)

Diffusion-based Blind Text Image Super-Resolution
by: Zhang, Yuzhe, et al.
Published: (2023)

Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
by: Wang, Zhaoyang, et al.
Published: (2024)

Outlier-Aware Post-Training Quantization for Image Super-Resolution
by: Wang, Hailing, et al.
Published: (2025)