Cover Image

Transforming Hyperspectral Images Into Chemical Maps: A Novel End-to-End Deep Learning Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Engstrøm, Ole-Christian Galbo, Albano-Gaglio, Michela, Dreier, Erik Schou, Bouzembrak, Yamine, Font-i-Furnols, Maria, Mishra, Puneet, Pedersen, Kim Steenstrup
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A short note on deep contextual spatial and spectral information fusion for hyperspectral image processing: Case of pork belly properties prediction
by: Puneet Mishra, et al.
Published: (2024)

A Time Series Dataset of NIR Spectra and RGB and NIR-HSI Images of the Barley Germination Process
by: Engstrøm, Ole-Christian Galbo, et al.
Published: (2025)

Near-Infrared Hyperspectral Imaging Applications in Food Analysis -- Improving Algorithms and Methodologies
by: Engstrøm, Ole-Christian Galbo
Published: (2025)

MDAgent: A Multi-Agent Framework for End-to-End Molecular Dynamics Research
by: Ma, Zhenyu, et al.
Published: (2026)

End-to-End Reaction Field Energy Modeling via Deep Learning based Voxel-to-voxel Transform
by: Wu, Yongxian, et al.
Published: (2024)

A MATLAB tutorial on deep feature extraction combined with chemometrics for analytical applications
by: Mishra, Puneet, et al.
Published: (2025)

Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
by: Weitzman, Ruben, et al.
Published: (2025)

Peak-Nadir Encoding for Efficient CGM Data Compression and High-Fidelity Reconstruction
by: Bender, Clara, et al.
Published: (2026)

MC-NN: An End-to-End Multi-Channel Neural Network Approach for Predicting Influenza A Virus Hosts and Antigenic Types
by: Xu, Yanhua, et al.
Published: (2023)

TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching
by: Abdallah, Majd, et al.
Published: (2025)

UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection
by: Fan, Jigang, et al.
Published: (2025)

End-Stage Liver Disease Comorbidities in Patients Awaiting Transplantation: Identification and Impact on Liver Transplant Survival
by: Tacherel, Julia, et al.
Published: (2024)

Fast Partition-Based Cross-Validation With Centering and Scaling for $\mathbf{X}^\mathbf{T}\mathbf{X}$ and $\mathbf{X}^\mathbf{T}\mathbf{Y}$
by: Engstrøm, Ole-Christian Galbo, et al.
Published: (2024)

Fast Partition‐Based Cross‐Validation With Centering and Scaling for XTX$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{X} $$ and XTY$$ {\mathbf{X}}^{\mathbf{T}}\mathbf{Y} $$
by: Ole‐Christian Galbo Engstrøm, et al.
Published: (2025)

Regional End-Systolic Circumferential Strain Demonstrates Reduced Function in Remote Myocardium after Anterior STEMI
by: Leung, Steve W., et al.
Published: (2024)

Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach
by: Li, Yubo, et al.
Published: (2024)

Correction to “Transforming Hyperspectral Images Into Chemical Maps: A Novel End‐to‐End Deep Learning Approach”
Published: (2025)

GEESE: Genotype-aware End-to-End Spatio-temporal Embedding for Behavioral Phenotyping
by: Ding, Yiran, et al.
Published: (2026)

Towards Less Biased Data-driven Scoring with Deep Learning-Based End-to-end Database Search in Tandem Mass Spectrometry
by: Yu, Yonghan, et al.
Published: (2024)

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss
by: Xie, HongXin, et al.
Published: (2025)

AbFlow : End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow Matching
by: Wang, Wenda, et al.
Published: (2026)

Cusped singularities organize mixed-mode oscillations in mutually inhibitory slow-fast systems
by: Pedersen, Morten Gram
Published: (2026)

A Novel Method for Clustering Cellular Data to Improve Classification
by: Wheeler, Diek W., et al.
Published: (2024)

Redefining Influenza Transmission Seasonality Using the Novel Seasonality Index
by: Lalic, Branislava, et al.
Published: (2025)

Optimization of Bloch-Siegert B1 Mapping Sequence for Maximum Signal to Noise
by: Khalighi, M. Mehdi, et al.
Published: (2024)

Fractal Geometry and Fractional Calculus for Integrative Morphological Mapping of Breast Cancer Complexity
by: Das, Abhijeet, et al.
Published: (2025)

Accelerating Discovery of Novel and Bioactive Ligands With Pharmacophore-Informed Generative Models
by: Xie, Weixin, et al.
Published: (2024)

Omni-QALAS: Optimized Multiparametric Imaging for Simultaneous T1, T2 and Myelin Water Mapping
by: Li, Shizhuo, et al.
Published: (2025)

Quantum Variational Transformer Model for Enhanced Cancer Classification
by: Roosan, Don, et al.
Published: (2025)

DiffFit: Visually-Guided Differentiable Fitting of Molecule Structures to a Cryo-EM Map
by: Luo, Deng, et al.
Published: (2024)

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 Novel Framework for Comparing Combination Therapy Outcomes Using Mechanistic Graph Models
by: Sengupta, Dipayan, et al.
Published: (2025)

Rank Ordering of Species Sensitivities to Chemicals: Discrepancies between Behavioral and Lethal Responses in Freshwater and Marine Invertebrates
by: Mocq, Julien, et al.
Published: (2025)

Drug Resistance Predictions Based on a Directed Flag Transformer
by: Chen, Dong, et al.
Published: (2024)

HAMscope: a snapshot Hyperspectral Autofluorescence Miniscope for real-time molecular imaging
by: Ingold, Alexander, et al.
Published: (2025)

Addressing Annotation Scarcity in Hyperspectral Brain Image Segmentation with Unsupervised Domain Adaptation
by: Mach, Tim, et al.
Published: (2025)

smICA: Open-Source Software for Quantitative, Lifetime-Resolved Mapping of Absolute Fluorophore Concentrations in Living Cells
by: Kalwarczyk, Tomasz, et al.
Published: (2024)

IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease
by: Reeves, Jack A., et al.
Published: (2025)

Novel software for continuous wavelet analysis enable EEG real-time analysis on portable computers
by: Nakanishi, Shoichiro
Published: (2025)

Beyond Black Boxes: Enhancing Interpretability of Transformers Trained on Neural Data
by: Freeman, Laurence, et al.
Published: (2025)