Copertina

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

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Engstrøm, Ole-Christian Galbo, Albano-Gaglio, Michela, Dreier, Erik Schou, Bouzembrak, Yamine, Font-i-Furnols, Maria, Mishra, Puneet, Pedersen, Kim Steenstrup
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition Machine Learning Quantitative Methods
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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