{"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/image-processing-in-quantum-computers","title":"Image Processing in Quantum Computers","arxiv_id":"1812.11042","date":"2018-12-28","proceeding":null,"authors":["Aditya Dendukuri","Khoa Luu"],"abstract":"Quantum Image Processing (QIP)is an exciting new field showing a lot of\npromise as a powerful addition to the arsenal of Image Processing techniques.\nRepresenting image pixel by pixel using classical information requires an\nenormous amount of computational resources. Hence, exploring methods to\nrepresent images in a different paradigm of information is important. In this\nwork, we study the representation of images in Quantum Information. The main\nmotivation for this pursuit is the ability of storing N bits of classical\ninformation in only log(2N) quantum bits (qubits). The promising first step was\nthe exponentially efficient implementation of the Fourier transform in quantum\ncomputers as compared to Fast Fourier Transform in classical computers. In\naddition, images encoded in quantum information could obey unique quantum\nproperties like superposition or entanglement.","url_abs":"http://arxiv.org/abs/1812.11042v3","url_pdf":"http://arxiv.org/pdf/1812.11042v3.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":"image-processing-in-quantum-computers","repo_url":"https://github.com/Djmcflush/Quantum-Hackathon","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null},{"paper_slug":"image-processing-in-quantum-computers","repo_url":"https://github.com/Shedka/citiesatnight","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"image-processing-in-quantum-computers","repo_url":"https://github.com/T0gan/KTHack2020---Neural-Qubits","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1812.11042","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}