:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Preston, Jade, Basener, William
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing
Online Access:	https://arxiv.org/abs/2503.17118
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hyperspectral Unmixing using Iterative, Sparse and Ensambling Approaches for Large Spectral Libraries Applied to Soils and Minerals
by: Preston, Jade, et al.
Published: (2025)

Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective
by: Preston, Jade, et al.
Published: (2024)

Towards Robust Hyperspectral Unmixing: Mixed Noise Modeling and Image-Domain Regularization
by: Naganuma, Kazuki, et al.
Published: (2023)

A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain Tumors
by: Black, David, et al.
Published: (2024)

A Tractable Two-Step Linear Mixing Model Solved with Second-Order Optimization for Spectral Unmixing under Variability
by: Haijen, Xander, et al.
Published: (2025)

Unrolling Plug-and-Play Network for Hyperspectral Unmixing
by: Zhao, Min, et al.
Published: (2024)

Dual-Stream Attention Network for Hyperspectral Image Unmixing
by: Wang, Yufang, et al.
Published: (2024)

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

UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields
by: Perez, Fabian, et al.
Published: (2025)

Transformer based Endmember Fusion with Spatial Context for Hyperspectral Unmixing
by: Ratnayake, R. M. K. L., et al.
Published: (2024)

PRIME: Blind Multispectral Unmixing Using Virtual Quantum Prism and Convex Geometry
by: Lin, Chia-Hsiang, et al.
Published: (2024)

Optimal Transport Based Hyperspectral Unmixing for Highly Mixed Observations
by: Doutsas, D., et al.
Published: (2025)

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

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

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

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

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

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

Unpaired Image-to-Image Translation for Segmentation and Signal Unmixing
by: Andrejic, Nikola, et al.
Published: (2025)

Papanicolaou Stain Unmixing for RGB Image Using Weighted Nucleus Sparsity and Total Variation Regularization
by: Gong, Nanxin, et al.
Published: (2025)

Spatial-Temporal-Spectral Mamba with Sparse Deformable Token Sequence for Enhanced MODIS Time Series Classification
by: Dewis, Zack, et al.
Published: (2025)

Preprocessing Algorithm Leveraging Geometric Modeling for Scale Correction in Hyperspectral Images for Improved Unmixing Performance
by: Sumanasekara, Praveen, et al.
Published: (2025)

Fast Semisupervised Unmixing Using Nonconvex Optimization
by: Rasti, Behnood, et al.
Published: (2024)

A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles
by: Bhusal, Gokul, et al.
Published: (2025)

Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing
by: Chen, Hui, et al.
Published: (2025)

Deep Learning-Based Correction and Unmixing of Hyperspectral Images for Brain Tumor Surgery
by: Black, David, et al.
Published: (2024)

Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction
by: Chen, Jixiang, et al.
Published: (2025)

Neural Network for Blind Unmixing: a novel MatrixConv Unmixing (MCU) Approach
by: Zhou, Chao, et al.
Published: (2025)

DTU-Net: A Multi-Scale Dilated Transformer Network for Nonlinear Hyperspectral Unmixing
by: Wang, ChenTong, et al.
Published: (2025)

Unmixing Optical Signals from Undersampled Volumetric Measurements by Filtering the Pixel Latent Variables
by: Bouchard, Catherine, et al.
Published: (2023)

MiSiSUn: Minimum Simplex Semisupervised Unmixing
by: Rasti, Behnood, et al.
Published: (2026)

Hyperspectral Pixel Unmixing with Latent Dirichlet Variational Autoencoder
by: Mantripragada, Kiran, et al.
Published: (2022)

Hyperspectral Unmixing of Agricultural Images taken from UAV Using Adapted U-Net Architecture
by: Paura, Vytautas, et al.
Published: (2024)

Inverse Design of Metasurface for Spectral Imaging
by: Chen, Rongzhou, et al.
Published: (2025)

Iterative Collaboration Network Guided By Reconstruction Prior for Medical Image Super-Resolution
by: Kui, Xiaoyan, et al.
Published: (2025)

An Elliptic Kernel Unsupervised Autoencoder-Graph Convolutional Network Ensemble Model for Hyperspectral Unmixing
by: Alfaro-Mejia, Estefania, et al.
Published: (2024)

Looking into a Pixel by Nonlinear Unmixing -- A Generative Approach
by: Tang, Maofeng, et al.
Published: (2026)

Spatial-Spectral Chromatic Coding of Interference Signatures in SAR Imagery: Signal Modeling and Physical-Visual Interpretation
by: Yang, Huizhang, et al.
Published: (2025)

Color Agnostic Cross-Spectral Disparity Estimation
by: Sippel, Frank, et al.
Published: (2023)

GIGA: Generalizable Sparse Image-driven Gaussian Humans
by: Zubekhin, Anton, et al.
Published: (2025)