天文学进展2024，Vol.42Issue(3)：473-493,21.DOI:10.3969/j.issn.1000-8349.2024.03.05
光学图像中空间物体条痕检测方法综述
Review of Space Object Streak Detection Methods in Optical Images
摘要
Abstract
Space objects frequently appear as elongated stripe patterns,known as streaks,in optical images.The accurate detection of streaks is of great significance for the recogni-tion and measurement of space objects.In recent years,many researchers have studied the detection methods of space object streaks and achieved fruitful results.With the improve-ment of the detection ability of space objects,the detection of faint streaks has become more and more important in realizing comprehensive and accurate space object detection.This paper provides an overview of the main principles and steps of space object streak detec-tion methods in optical images.It classifies and summarizes these methods based on their characteristics,and selects four representative single-frame image-based algorithms for space object streak detection from different categories.Experimental comparisons of these four methods are conducted using both simulated and measured images.Based on the experi-mental results,the advantages and disadvantages of each method are analyzed.Finally,the future development directions of streak detection methods in optical images are prospected.关键词
图像处理/空间物体/光学图像/条痕检测Key words
image processing/space object/optical image/streak detection分类
天文与地球科学引用本文复制引用
王磊,张晓明,王建峰,曾显群,谢海闻,姜晓军..光学图像中空间物体条痕检测方法综述[J].天文学进展,2024,42(3):473-493,21.基金项目
科技创新2030"新一代人工智能"重大项目(2022ZD0117401) （2022ZD0117401）
国家自然科学基金(12273063) （12273063）
