Imagen de Portada

Automated Identification and Segmentation of Hi Sources in CRAFTS Using Deep Learning Method

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Song, Zihao, Chen, Huaxi, Quan, Donghui, Li, Di, Zheng, Yinghui, Ni, Shulei, Chen, Yunchuan, Zheng, Yun
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition Astrophysics of Galaxies Instrumentation and Methods for Astrophysics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Spectuner: A Framework for Automated Line Identification of Interstellar Molecules
por: Qiu, Yisheng, et al.
Publicado: (2024)

Application of Physics-Informed Neural Networks in Removing Telescope Beam Effects
por: Ni, Shulei, et al.
Publicado: (2024)

Spectuner-D1: Spectral Line Fitting of Interstellar Molecules Using Deep Reinforcement Learning
por: Qiu, Yisheng, et al.
Publicado: (2025)

SwinYNet: A Transformer-based Multi-Task Model for Accurate and Efficient FRB Search
por: Chen, Yunchuan, et al.
Publicado: (2026)

PI-AstroDeconv: A Physics-Informed Unsupervised Learning Method for Astronomical Image Deconvolution
por: Ni, Shulei, et al.
Publicado: (2024)

CRAFTS for HI cosmology: I. data processing pipeline and validation tests
por: Yang, Wenxiu, et al.
Publicado: (2024)

Automated Identification of the Tip of the Red Giant Branch in Globular Clusters with Gaia Data
por: Yang, Yi, et al.
Publicado: (2026)

Identification of 4876 Bent-Tail Radio Galaxies in the FIRST Survey Using Deep Learning Combined with Visual Inspection
por: Lao, Baoqiang, et al.
Publicado: (2025)

Transformer-Based Source Detection and Morphological Classification in LOFAR Deep-Field Continuum Images
por: Chen, Guangwen, et al.
Publicado: (2026)

Mephisto: Self-Improving Large Language Model-Based Agents for Automated Interpretation of Multi-band Galaxy Observations
por: Sun, Zechang, et al.
Publicado: (2025)

Capivara: A Spectral-based Segmentation Method for IFU Data Cubes
por: de Souza, Rafael S., et al.
Publicado: (2024)

Identification of Star Clusters in M31 from PAndAS Images Based on Deep Learning
por: Zhang, Baisong, et al.
Publicado: (2025)

HiFAST: an HI data calibration and imaging pipeline for FAST
por: Jing, Yingjie, et al.
Publicado: (2024)

DeepDISC-Euclid: Source Classification and Photometric Redshifts in Euclid Deep Field North With a Pixel-Level Deep Learning Approach
por: Jiang, Yuanzhe, et al.
Publicado: (2026)

PANCAKE: Python bAsed Numerical Color-magnitude-diagram Analysis pacKagE
por: Zheng, Yun, et al.
Publicado: (2025)

HiFAST: An HI Data Calibration and Imaging Pipeline for FAST III. Standing Wave Removal
por: Xu, Chen, et al.
Publicado: (2024)

CWTHF: Subhalo Identification with Continuous Wavelet Transform
por: Li, Minxing, et al.
Publicado: (2025)

Digitization of Astronomical Photographic Plate of China and Astrometric Measurement of Single-exposure Plates
por: Shang, Zheng-Jun, et al.
Publicado: (2024)

FALCO: a Foundation model of Astronomical Light Curves for time dOmain astronomy
por: Zuo, Xiaoxiong, et al.
Publicado: (2025)

Method on Using Shadow Altitude to Remove Geocoronal H$α$
por: Wong, Wai-Kiu Ricky, et al.
Publicado: (2026)

Galaxy Morphology Classification via Deep Semi-Supervised Learning with Limited Labeled Data
por: Luo, Zhijian, et al.
Publicado: (2025)

Detection of Faint Sources by the UltraViolet Imaging Telescope Onboard AstroSat Using Poisson Distribution of Background
por: Ananthamoorthy, B., et al.
Publicado: (2025)

Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents
por: Sun, Zechang, et al.
Publicado: (2024)

Empirically Predicted Absolute Magnitudes for Red Clump Stars in Mephisto and CSST Filters
por: Yu, Zheng, et al.
Publicado: (2025)

JWST Advanced Deep Extragalactic Survey (JADES) Data Release 5: Wisp Subtraction with the Non-negative Matrix Factorization Algorithm
por: Wu, Zihao, et al.
Publicado: (2026)

Galaxy Spectra neural Network (GaSNet). II. Using Deep Learning for Spectral Classification and Redshift Predictions
por: Zhong, Fucheng, et al.
Publicado: (2023)

Classification of Radio Sources Through Self-Supervised Learning
por: Perez, Nicolas Baron, et al.
Publicado: (2025)

ALMA and JWST Identification of Faint Dusty Star-Forming Galaxies up to z~8
por: Zavala, Jorge A., et al.
Publicado: (2025)

Identification of molecular line emission using Convolutional Neural Networks
por: Kessler, Nina, et al.
Publicado: (2025)

A MeerKAT Polarization Survey of Southern Calibration Sources
por: Taylor, A. R., et al.
Publicado: (2024)

Predicting the Number of Radio Sources Seen by Both VLASS and LSST
por: Tellez, Alex, et al.
Publicado: (2024)

Identification of multi-component LOFAR sources with multi-modal deep learning
por: Alegre, Lara, et al.
Publicado: (2024)

Enhancing Lyα Emitter Identification in HETDEX with a Convolutional Neural Network
por: Mukae, Shiro, et al.
Publicado: (2026)

A Catalogue of Mid-infrared Variable Sources from unTimely
por: kang, Zihan, et al.
Publicado: (2025)

From Large Telescopes to the MUltiplexed Survey Telescope (MUST)
por: Cai, Zheng, et al.
Publicado: (2026)

Impact of Spectral Resolution on S-index and Its Application to Spectroscopic Surveys
por: Han, Henggeng, et al.
Publicado: (2025)

JWST Advanced Deep Extragalactic Survey (JADES) Data Release 5: MIRI Coordinated Parallels in GOODS-S and GOODS-N
por: Alberts, Stacey, et al.
Publicado: (2026)

200,000+ Deep Learning-inferred Periods of Stellar Variability from the All-Sky Automated Survey for Supernovae
por: Schochet, Meir E., et al.
Publicado: (2025)

Constructing Merger Trees of Density Peaks Using Phase-Space Watershed Segmentation Algorithm
por: Geda, Robel, et al.
Publicado: (2025)

Euclid Preparation. Cosmic Dawn Survey: Data release 1 multiwavelength catalogues for Euclid Deep Field North and Euclid Deep Field Fornax
por: Euclid Collaboration, et al.
Publicado: (2024)