Image de couverture de livre

RFI-DRUnet: Restoring dynamic spectra corrupted by radio frequency interference -- Application to pulsar observations

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Xiao, Cognard, Ismaël, Dobigeon, Nicolas
Format:	Preprint
Publié:	2024
Sujets:	Instrumentation and Methods for Astrophysics Machine Learning Image and Video Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

HyperAIRI: a plug-and-play algorithm for precise hyperspectral image reconstruction in radio interferometry
par: Tang, Chao, et autres
Publié: (2025)

The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness
par: Terris, Matthieu, et autres
Publié: (2023)

R2D2 image reconstruction with model uncertainty quantification in radio astronomy
par: Aghabiglou, Amir, et autres
Publié: (2024)

MROP: Modulated Rank-One Projections for compressive radio interferometric imaging
par: Leblanc, Olivier, et autres
Publié: (2025)

IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors
par: Dia, Noé, et autres
Publié: (2025)

Learned Interferometric Imaging for the SPIDER Instrument
par: Mars, Matthijs, et autres
Publié: (2023)

Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors
par: Feng, Berthy T., et autres
Publié: (2024)

Content-Based Image Retrieval Using COSFIRE Descriptors with application to Radio Astronomy
par: Ndungu, Steven, et autres
Publié: (2024)

CLEANing Cygnus A deep and fast with R2D2
par: Dabbech, Arwa, et autres
Publié: (2023)

Automatic characterization of boulders on planetary surfaces from high-resolution satellite images
par: Prieur, Nils C., et autres
Publié: (2024)

Deep machine learning for meteor monitoring: advances with transfer learning and gradient-weighted class activation mapping
par: Peña-Asensio, Eloy, et autres
Publié: (2023)

Mapping "Brain Terrain" Regions on Mars using Deep Learning
par: Pearson, Kyle A., et autres
Publié: (2023)

Making the unmodulated Pyramid wavefront sensor smart. Closed-loop demonstration of neural network wavefront reconstruction with MagAO-X
par: Landman, Rico, et autres
Publié: (2024)

S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging
par: Tajja, A., et autres
Publié: (2025)

POLISH'ing the Sky: Wide-Field and High-Dynamic Range Interferometric Image Reconstruction with Application to Strong Lens Discovery
par: Wu, Zihui, et autres
Publié: (2026)

Model-Independent Machine Learning Approach for Nanometric Axial Localization and Tracking
par: Alexandrov, Andrey, et autres
Publié: (2025)

Short-Period Variables in TESS Full-Frame Image Light Curves Identified via Convolutional Neural Networks
par: Olmschenk, Greg, et autres
Publié: (2024)

DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration
par: Singh, Suraj, et autres
Publié: (2025)

RoBo6: Standardized MMT Light Curve Dataset for Rocket Body Classification
par: Kyselica, Daniel, et autres
Publié: (2024)

POLARIS: A High-contrast Polarimetric Imaging Benchmark Dataset for Exoplanetary Disk Representation Learning
par: Cao, Fangyi, et autres
Publié: (2025)

Toward a Robust R2D2 Paradigm for Radio-interferometric Imaging: Revisiting Deep Neural Network Training and Architecture
par: Aghabiglou, Amir, et autres
Publié: (2025)

Learning the Night Sky with Deep Generative Priors
par: Navarro, Fausto, et autres
Publié: (2023)

Commissioning An All-Sky Infrared Camera Array for Detection Of Airborne Objects
par: Dominé, Laura, et autres
Publié: (2024)

Advancing Glitch Classification in Gravity Spy: Multi-view Fusion with Attention-based Machine Learning for Advanced LIGO's Fourth Observing Run
par: Wu, Yunan, et autres
Publié: (2024)

Real-Time Convolutional Neural Network-Based Star Detection and Centroiding Method for CubeSat Star Tracker
par: Zhao, Hongrui, et autres
Publié: (2024)

PI-AstroDeconv: A Physics-Informed Unsupervised Learning Method for Astronomical Image Deconvolution
par: Ni, Shulei, et autres
Publié: (2024)

Crater Projection in Linear Pushbroom Camera Images
par: Mancini, Michela, et autres
Publié: (2024)

Rapid Automated Mapping of Clouds on Titan With Instance Segmentation
par: Yahn, Zachary, et autres
Publié: (2025)

Exoplanet Detection via Differentiable Rendering
par: Feng, Brandon Y., et autres
Publié: (2025)

Neural-based Video Compression on Solar Dynamics Observatory Images
par: Khoshkhahtinat, Atefeh, et autres
Publié: (2024)

Ricci-Notation Tensor Framework for Model-based Approaches to Imaging
par: Joseph, Dileepan
Publié: (2023)

Computational interference microscopy enabled by deep learning
par: Jiao, Yuheng, et autres
Publié: (2020)

PDRs4All XX. Haute Couture: Spectral stitching of JWST MIRI-IFU cubes with matrix completion
par: Canin, Amélie, et autres
Publié: (2025)

Bayesian approach to radio frequency interference mitigation
par: Leeney, S. A. K., et autres
Publié: (2022)

Modeling and Simulation of Charge-Induced Signals in Photon-Counting CZT Detectors for Medical Imaging Applications
par: Ballester, Manuel, et autres
Publié: (2024)

FPGA-Accelerated SpeckleNN with SNL for Real-time X-ray Single-Particle Imaging
par: Dave, Abhilasha, et autres
Publié: (2025)

Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
par: Xiao, Qing, et autres
Publié: (2024)

Survival Prediction Across Diverse Cancer Types Using Neural Networks
par: Yan, Xu, et autres
Publié: (2024)

Characterising and mitigating Bluetooth and WiFi radio frequency interference at the Parkes Observatory
par: Marshman, Tommy, et autres
Publié: (2026)

Nondestructive, quantitative viability analysis of 3D tissue cultures using machine learning image segmentation
par: Trettner, Kylie J., et autres
Publié: (2023)