{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/the-relation-between-color-spaces-and","title":"The relation between color spaces and compositional data analysis demonstrated with magnetic resonance image processing applications","arxiv_id":"1705.03457","date":"2018-06-11","proceeding":null,"authors":[],"abstract":"This paper presents a novel application of compositional data analysis\nmethods in the context of color image processing. A vector decomposition method\nis proposed to reveal compositional components of any vector with positive\ncomponents followed by compositional data analysis to demonstrate the relation\nbetween color space concepts such as hue and saturation to their compositional\ncounterparts. The proposed methods are applied to a magnetic resonance imaging\ndataset acquired from a living human brain and a digital color photograph to\nperform image fusion. Potential future applications in magnetic resonance\nimaging are mentioned and the benefits/disadvantages of the proposed methods\nare discussed in terms of color image processing.","url_abs":"http://arxiv.org/abs/1705.03457v4","url_pdf":"http://arxiv.org/pdf/1705.03457v4.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"the-relation-between-color-spaces-and","repo_url":"https://github.com/ofgulban/compoda","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}