An Unsupervised Learning Method for Radio Interferometry Deconvolution
Fuente:
arXiv
Guardado en:
| Autores principales: | Yu, Lei, Liu, Bin, Jin, Cheng-Jin, Chen, Ru-Rong, Xi, Hong-Wei, Peng, Bo |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Revealing Io's Surface using JWST-NIRISS Aperture Masking Interferometry and Neural Network Deconvolution
por: Sanchez-Bermudez, J., et al.
Publicado: (2025)
por: Sanchez-Bermudez, J., et al.
Publicado: (2025)
Golden Spiral Interferometry for Radio Astronomy. A proposal
por: Rodriguez, Elio Quiroga
Publicado: (2024)
por: Rodriguez, Elio Quiroga
Publicado: (2024)
A Python-Based Peeling Framework for Radio Interferometry: Application to uGMRT 650MHz Imaging
por: Peng, Hao, et al.
Publicado: (2026)
por: Peng, Hao, et al.
Publicado: (2026)
Beyond Sgr A* and M87*: Sub-Microarcsecond Black Hole Shadow Detection via Lunar-based Extremely Long Baseline Interferometry
por: Zhao, Shan-Shan, et al.
Publicado: (2026)
por: Zhao, Shan-Shan, et al.
Publicado: (2026)
Aliasing from Galactic Plane Setting in Widefield Radio Interferometry
por: Barry, N., et al.
Publicado: (2023)
por: Barry, N., et al.
Publicado: (2023)
PI-AstroDeconv: A Physics-Informed Unsupervised Learning Method for Astronomical Image Deconvolution
por: Ni, Shulei, et al.
Publicado: (2024)
por: Ni, Shulei, et al.
Publicado: (2024)
Reinforcement Learning for Data-Driven Workflows in Radio Interferometry. I. Principal Demonstration in Calibration
por: Kirk, Brian M., et al.
Publicado: (2024)
por: Kirk, Brian M., et al.
Publicado: (2024)
Point Spread Function Deconvolution Using a Convolutional Autoencoder for Astronomical Applications
por: Sreejith, Sreevarsha, et al.
Publicado: (2023)
por: Sreejith, Sreevarsha, et al.
Publicado: (2023)
Deconvolution for Large Astronomical Surveys: A Study of the Scaled Gradient Projection Method on Zwicky Transient Facility Data
por: Gondhalekar, Yash, et al.
Publicado: (2025)
por: Gondhalekar, Yash, et al.
Publicado: (2025)
Evaluating the Prospects of Cyclic Deconvolution across 312 Pulsars
por: Turner, Jacob E.
Publicado: (2025)
por: Turner, Jacob E.
Publicado: (2025)
Thermal Deformation Reduction in High-Power Interferometry with Higher-Order Laser Modes
por: Tao, Liu, et al.
Publicado: (2026)
por: Tao, Liu, et al.
Publicado: (2026)
Mock Observations for the CSST Mission: End-to-End Performance Modeling of Optical System
por: Ban, Zhang, et al.
Publicado: (2025)
por: Ban, Zhang, et al.
Publicado: (2025)
PolyCLEAN: Atomic Optimization for Super-Resolution Imaging and Uncertainty Estimation in Radio Interferometry
por: Jarret, Adrian, et al.
Publicado: (2024)
por: Jarret, Adrian, et al.
Publicado: (2024)
Anomaly Detection and Radio-frequency Interference Classification with Unsupervised Learning in Narrowband Radio Technosignature Searches
por: Jacobson-Bell, Ben, et al.
Publicado: (2024)
por: Jacobson-Bell, Ben, et al.
Publicado: (2024)
All-Sky Imaging with Vector Sensor Interferometry
por: Kononov, Ekaterina, et al.
Publicado: (2025)
por: Kononov, Ekaterina, et al.
Publicado: (2025)
Astronomical Optical Interferometry from the Lunar Surface
por: van Belle, Gerard, et al.
Publicado: (2025)
por: van Belle, Gerard, et al.
Publicado: (2025)
STARI: STarlight Acquisition and Reflection toward Interferometry
por: Monnier, John D., et al.
Publicado: (2024)
por: Monnier, John D., et al.
Publicado: (2024)
FEASTS Combined with Interferometry. III. The Low Column Density HI Around M51 and Possibility of Turbulent-mixing Gas Accretion
por: Lin, Xuchen, et al.
Publicado: (2025)
por: Lin, Xuchen, et al.
Publicado: (2025)
Trajectory Based RFI Subtraction and Calibration for Radio Interferometry
por: Finlay, Chris, et al.
Publicado: (2023)
por: Finlay, Chris, et al.
Publicado: (2023)
Simultaneous Two Colour Intensity Interferometry with H.E.S.S
por: Vogel, Naomi, et al.
Publicado: (2024)
por: Vogel, Naomi, et al.
Publicado: (2024)
Analytical Modeling of Far-Field Wavefront Error with Beam-Waist and Lateral-Shift Effects in Spaceborne Laser Interferometry
por: Tao, Ya-Zheng, et al.
Publicado: (2026)
por: Tao, Ya-Zheng, et al.
Publicado: (2026)
Approximate model for the coupling of far-field wavefront errors and jitter in space-based gravitational wave laser interferometry
por: Tao, Ya-Zheng, et al.
Publicado: (2024)
por: Tao, Ya-Zheng, et al.
Publicado: (2024)
The BINGO Project IX: Search for Fast Radio Bursts -- A Forecast for the BINGO Interferometry System
por: Santos, Marcelo V. dos, et al.
Publicado: (2023)
por: Santos, Marcelo V. dos, et al.
Publicado: (2023)
Prospecting MeerKAT Continuum Data for Enigmatic Radio Sources with Unsupervised Vector-Quantised Variational Autoencoders
por: Ventura, Fernando L., et al.
Publicado: (2026)
por: Ventura, Fernando L., et al.
Publicado: (2026)
Extreme Deconvolution Reimagined: Conditional Densities via Neural Networks and an Application in Quasar Classification
por: Kang, Yi, et al.
Publicado: (2024)
por: Kang, Yi, et al.
Publicado: (2024)
WAsp: The Wideband (W) Adaptive-Scale Pixel (Asp) Deconvolution Algorithm for Interferometric Imaging
por: Hsieh, M., et al.
Publicado: (2026)
por: Hsieh, M., et al.
Publicado: (2026)
DRAFTS: A Deep Learning-Based Radio Fast Transient Search Pipeline
por: Zhang, Yong-Kun, et al.
Publicado: (2024)
por: Zhang, Yong-Kun, et al.
Publicado: (2024)
Hybrid Fiber-Based Radio Frequency Distribution and Vibration Detection System Tailored for Large Radio Arrays
por: Dai, Hongfei, et al.
Publicado: (2025)
por: Dai, Hongfei, et al.
Publicado: (2025)
Bayesian self-calibration and imaging in Very Long Baseline Interferometry
por: Kim, Jong-Seo, et al.
Publicado: (2024)
por: Kim, Jong-Seo, et al.
Publicado: (2024)
Towards Image Synthesis with Photon Counting Stellar Intensity Interferometry
por: Spolon, Alessia, et al.
Publicado: (2024)
por: Spolon, Alessia, et al.
Publicado: (2024)
Speckle Interferometry at SOAR in 2023
por: Tokovinin, Andrei, et al.
Publicado: (2024)
por: Tokovinin, Andrei, et al.
Publicado: (2024)
VLBI Astrometry of Radio Stars to Link Radio and Optical Celestial Reference Frames: Observing Strategies
por: Zhang, Jingdong, et al.
Publicado: (2024)
por: Zhang, Jingdong, et al.
Publicado: (2024)
An Improved Machine Learning Approach for Radio Frequency Interference Mitigation in FAST-SETI Survey Archival Data
por: Zhao, Li-Li, et al.
Publicado: (2025)
por: Zhao, Li-Li, et al.
Publicado: (2025)
Deep Learning for CMB Foreground Removal and Beam Deconvolution: A U-Net GAN Approach
por: M, Obasho, et al.
Publicado: (2025)
por: M, Obasho, et al.
Publicado: (2025)
Generative AI for image reconstruction in Intensity Interferometry: a first attempt
por: Rai, Km Nitu, et al.
Publicado: (2025)
por: Rai, Km Nitu, et al.
Publicado: (2025)
Deconvolution of JWST/MIRI Images: Applications to an AGN Model and GATOS Observations of NGC 5728
por: Leist, M. T., et al.
Publicado: (2023)
por: Leist, M. T., et al.
Publicado: (2023)
Radio Frequency Interference Detection Using Efficient Multi-Scale Convolutional Attention UNet
por: Gu, Fei, et al.
Publicado: (2024)
por: Gu, Fei, et al.
Publicado: (2024)
Machine Learning-Based Identification of Contaminated Images in Light Curves Data Preprocessing
por: Li, Hui, et al.
Publicado: (2024)
por: Li, Hui, et al.
Publicado: (2024)
Analytic Interferometry of Rotating Stellar Surfaces
por: Dholakia, Shashank, et al.
Publicado: (2025)
por: Dholakia, Shashank, et al.
Publicado: (2025)
Wide-Field X-ray Polarimetry for High Energy Astronomical Transients: First results of the pathfinder CXPD Cubesat Mission
por: Liu, Hong-Bang, et al.
Publicado: (2025)
por: Liu, Hong-Bang, et al.
Publicado: (2025)
Ejemplares similares
-
Revealing Io's Surface using JWST-NIRISS Aperture Masking Interferometry and Neural Network Deconvolution
por: Sanchez-Bermudez, J., et al.
Publicado: (2025) -
Golden Spiral Interferometry for Radio Astronomy. A proposal
por: Rodriguez, Elio Quiroga
Publicado: (2024) -
A Python-Based Peeling Framework for Radio Interferometry: Application to uGMRT 650MHz Imaging
por: Peng, Hao, et al.
Publicado: (2026) -
Beyond Sgr A* and M87*: Sub-Microarcsecond Black Hole Shadow Detection via Lunar-based Extremely Long Baseline Interferometry
por: Zhao, Shan-Shan, et al.
Publicado: (2026) -
Aliasing from Galactic Plane Setting in Widefield Radio Interferometry
por: Barry, N., et al.
Publicado: (2023)