Advanced Image Processing for Astronomical Images
Diganta Misra, Sparsha Mishra, Bhargav Appasani
TL;DR
This paper presents a comprehensive case study on advanced image processing techniques tailored for astronomical galaxy images, aiming to enhance analysis accuracy and efficiency in celestial object studies.
Contribution
It introduces novel applications of image processing methods specifically designed for astronomical galaxy images, improving analysis speed and inference accuracy.
Findings
Enhanced image analysis accuracy for galaxy images
Faster processing times achieved
Improved inference quality in astronomical studies
Abstract
Image Processing in Astronomy is a major field of research and involves a lot of techniques pertaining to improve analyzing the properties of the celestial objects or obtaining preliminary inference from the image data. In this paper, we provide a comprehensive case study of advanced image processing techniques applied to Astronomical Galaxy Images for improved analysis, accurate inferences and faster analysis.
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Taxonomy
TopicsAdvanced Vision and Imaging · Medical Image Segmentation Techniques · CCD and CMOS Imaging Sensors