Image de couverture de livre

Stellar Blend Image Classification Using Computationally Efficient Gaussian Processes

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Eleh, Chinedu, Zhang, Yunli, Bidese, Rafael, Priest, Benjamin W., Muyskens, Amanda L., Molinari, Roberto, Billor, Nedret
Format:	Preprint
Publié:	2024
Sujets:	Instrumentation and Methods for Astrophysics
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Enhancing Electrocardiography Data Classification Confidence: A Robust Gaussian Process Approach (MuyGPs)
par: Nnyaba, Ukamaka V., et autres
Publié: (2024)

Stellar Density Classification and Regression for CSST Multi-color Imaging Using Deep Learning
par: Lai, Jinzhi, et autres
Publié: (2026)

A Robust Approach to Gaussian Processes Implementation
par: Mukangango, Juliette, et autres
Publié: (2024)

Kolmogorov--Arnold Networks as Implicit Regularizers: Noise Robustness and Interpretability for Stellar Classification
par: Sestak, Kristian
Publié: (2026)

Towards Image Synthesis with Photon Counting Stellar Intensity Interferometry
par: Spolon, Alessia, et autres
Publié: (2024)

Classification of LEO Satellites Using Occultations of Background Stars
par: Cooke, Benjamin F., et autres
Publié: (2025)

Deep Gaussian Process Emulation and Uncertainty Quantification for Large Computer Experiments
par: Yazdi, Faezeh, et autres
Publié: (2024)

Image Processing and Analysis of Multiple Wavelength Astronomical Data Using Python Tools
par: Bhowmik, Tanmoy, et autres
Publié: (2024)

High-Pass Filtering and Gaussian Process Regularization: Stellar Activity Characterization Techniques Applied to the 55 Cancri Planetary System
par: Harrell, Justin, et autres
Publié: (2025)

Analytic Interferometry of Rotating Stellar Surfaces
par: Dholakia, Shashank, et autres
Publié: (2025)

Stellar Evolution in Real Time II: R Hydrae and an Open-Source Grid of >3000 Seismic TP-AGB Models Computed with MESA
par: Joyce, Meridith, et autres
Publié: (2024)

maria goes NIFTy: Gaussian Process-Based Reconstruction and Denoising of Simulated (Sub-)Millimetre Single-Dish Telescope Data
par: Würzinger, Jonas, et autres
Publié: (2025)

Stellar intensity interferometry in the photon-counting regime
par: Guerin, William, et autres
Publié: (2025)

Data-Driven Stellar Spectral Modelling with GSPICE
par: Finkbeiner, Douglas P., et autres
Publié: (2025)

XRISM Pre-Pipeline and Singularity: Container-Based Data Processing for the X-Ray Imaging and Spectroscopy Mission and High-Performance Computing
par: Eguchi, Satoshi, et autres
Publié: (2025)

LightCurve MoE: A Dynamic Sparse Routing Mixture-of-Experts Architecture for Efficient Stellar Light Curve Classification
par: Wang, Cunshi, et autres
Publié: (2023)

Predicting Stellar Rotation Periods Using XGBoost
par: Gomes, Nuno R. C., et autres
Publié: (2023)

The SPHEREx Image and Spectrophotometry Processing Pipeline
par: Akeson, Rachel, et autres
Publié: (2025)

The Future of Stellar Populations with the Maunakea Spectroscopic Explorer (MSE)
par: Frinchaboy, Peter, et autres
Publié: (2025)

Computational thinking in the teaching of Stellar Astrophysics: Analysis 4 from a teaching intervention
par: Felipe, Martínez Raba Duván, et autres
Publié: (2025)

A Machine Learning Framework for Stellar Collision Transient Identification
par: Hu, Betty X., et autres
Publié: (2025)

Mobile Intensity Interferometer for Stellar Observations (MI$^2$SO)
par: Ingenhütt, Christopher, et autres
Publié: (2026)

Stellar Spectroscopy Using Diffraction Grating, CMOS Monochrome Sensor, and Reflecting Telescopes
par: Roy, Abhinav, et autres
Publié: (2025)

Enhancing Galaxy Classification with U-Net Variational Autoencoders for Image Denoising
par: Mirzoyan, Sergey
Publié: (2025)

Quantum Radio Astronomy: Data Encodings and Quantum Image Processing
par: Brunet, Thomas, et autres
Publié: (2023)

AutoWISP: Automated Processing of Wide-Field Color Images
par: Romero, Angel E., et autres
Publié: (2025)

Image instabilities and polarization cross-talk
par: Casini, Roberto, et autres
Publié: (2026)

$\texttt{HostSub_GP}$: Precise Galaxy Background Subtraction in Transient Long-slit Spectroscopy with Gaussian Processes
par: Liu, Chang, et autres
Publié: (2025)

Astronomical Image Processing Benchmark Study for Various Telescope Aperture Shapes
par: Roychowdhury, Jyotika, et autres
Publié: (2024)

TRIPP: A General Purpose Data Pipeline for Astronomical Image Processing
par: Thomas, Alex, et autres
Publié: (2025)

Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification
par: Li, Yu-Yang, et autres
Publié: (2024)

Empirically Constraining the Spectra of Stellar Surface Features Using Time-Resolved Spectroscopy
par: Berardo, David, et autres
Publié: (2023)

Stellar Atmospheres
par: Puls, Joachim, et autres
Publié: (2024)

Uplink Pre-Compensation for Ground-to-Space Optical Communications Using Downlink Tomographic Reconstruction
par: Frost, Alex, et autres
Publié: (2025)

Gaussian Process Methods for Very Large Astrometric Data Sets
par: Hapitas, Timothy, et autres
Publié: (2025)

Stellar Models Also Limit Exoplanet Atmosphere Studies in Emission
par: Fauchez, Thomas J., et autres
Publié: (2025)

Deeper, Sharper, Faster: Application of Efficient Transformer to Galaxy Image Restoration
par: Park, Hyosun, et autres
Publié: (2024)

Mock Observations of Multiple Stellar Populations in Tidal Streams of Palomar 5 for the Chinese Space Station Survey Telescope
par: Li, Xia, et autres
Publié: (2026)

Distribution of the Högbom CLEAN Algorithm Using Tiled Images with Feedback
par: Wright, Daniel, et autres
Publié: (2024)

The Mini-SiTian Array: the mini-SiTian Realtime Image Processing pipeline (STRIP)
par: Gu, Hongrui, et autres
Publié: (2025)