image transformation approaches in astronomical images

This comparison aims to analyze various research papers on source detection in astronomical images. In previous reviews, image transformation and detection were often combined, but here, we're treating image transformation separately. We'll examine each paper's aim, research problem, image type, image transformation strategy, and specific methods used.

本对比研究旨在分析天文图像源检测（source detection）领域的各类学术论文。过往相关综述通常将图像变换与检测任务合并讨论，但本研究将图像变换模块单独拆分进行专项探讨。我们将逐一梳理每篇论文的研究目标、待解决的科研问题、所使用的图像类型、图像变换策略以及具体采用的检测方法。