Astronomical Pointlike Source Detection via Deep Feature Matching

Astronomical Pointlike Source Detection via Deep Feature Matching

This study introduces PSDetNet, an innovative deep neural network tailored for the autonomous detection of pointlike astronomical sources by leveraging feature-matching techniques. PSDetNet comprises two primary modules: feature extraction and matching localization. The feature extraction module is...

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Bibliographic Details
Main Authors: Ma Long, Xin Jiarong, Du Jiangbin, Zhao Jiayao, Wang Xiaotian, Zhang Yu
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:The Astrophysical Journal Supplement Series
Subjects:
Optical identification
Astronomical object identification
Astronomical seeing
Online Access:https://doi.org/10.3847/1538-4365/ad9244

Internet

https://doi.org/10.3847/1538-4365/ad9244

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