3 papers
astro-ph.IM2025
An Ultra-Fast Image Simulation Technique with Spatially Variable Point Spread Functions
Zeyu Bai, Peng Jia, Jiameng Lv +3
Simulated images are essential in algorithm development and instrument testing for optical telescopes. During real observations, images obtained by optical telescopes are affected…
astro-ph.IM2024
A Versatile Framework for Analyzing Galaxy Image Data by Implanting Human-in-the-loop on a Large Vision Model
Mingxiang Fu, Yu Song, Jiameng Lv +14
The exponential growth of astronomical datasets provides an unprecedented opportunity for humans to gain insight into the Universe. However, effectively analyzing this vast amount…
astro-ph.IM2024
An Image Quality Evaluation and Masking Algorithm Based On Pre-trained Deep Neural Networks
Peng Jia, Yu Song, Jiameng Lv +1
With the growing amount of astronomical data, there is an increasing need for automated data processing pipelines, which can extract scientific information from observation data wi…