{"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/introduction-to-the-monogenic-signal","title":"Introduction To The Monogenic Signal","arxiv_id":"1703.09199","date":"2017-03-27","proceeding":null,"authors":["Christopher P. Bridge"],"abstract":"The monogenic signal is an image analysis methodology that was introduced by\nFelsberg and Sommer in 2001 and has been employed for a variety of purposes in\nimage processing and computer vision research. In particular, it has been found\nto be useful in the analysis of ultrasound imagery in several research\nscenarios mostly in work done within the BioMedIA lab at Oxford. However, the\nliterature on the monogenic signal can be difficult to penetrate due to the\nlack of a single resource to explain the various principles from basics. The\npurpose of this document is therefore to introduce the principles, purpose,\napplications, and limitations of the methodology. It assumes some background\nknowledge from the fields of image and signal processing, in particular a good\nknowledge of Fourier transforms as applied to signals and images. We will not\nattempt to provide a thorough math- ematical description or derivation of the\nmonogenic signal, but rather focus on developing an intuition for understanding\nand using the methodology and refer the reader elsewhere for a more\nmathematical treatment.","url_abs":"http://arxiv.org/abs/1703.09199v1","url_pdf":"http://arxiv.org/pdf/1703.09199v1.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":"introduction-to-the-monogenic-signal","repo_url":"https://github.com/CPBridge/monogenic_signal_matlab","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"math","task_name":"Math"}],"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}