{"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/content-based-image-retrieval-tutorial","title":"Content-based image retrieval tutorial","arxiv_id":"1608.03811","date":"2016-08-12","proceeding":null,"authors":["Joani Mitro"],"abstract":"This paper functions as a tutorial for individuals interested to enter the\nfield of information retrieval but wouldn't know where to begin from. It\ndescribes two fundamental yet efficient image retrieval techniques, the first\nbeing k - nearest neighbors (knn) and the second support vector machines(svm).\nThe goal is to provide the reader with both the theoretical and practical\naspects in order to acquire a better understanding. Along with this tutorial we\nhave also developed the equivalent software1 using the MATLAB environment in\norder to illustrate the techniques, so that the reader can have a hands-on\nexperience.","url_abs":"http://arxiv.org/abs/1608.03811v1","url_pdf":"http://arxiv.org/pdf/1608.03811v1.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":"content-based-image-retrieval-tutorial","repo_url":"https://github.com/kirk86/ImageRetrieval","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"content-based-image-retrieval-tutorial","repo_url":"https://github.com/tanyakoh/CBIR","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"content-based-image-retrieval","task_name":"Content-Based Image Retrieval"},{"task_slug":"image-retrieval","task_name":"Image Retrieval"},{"task_slug":"information-retrieval","task_name":"Information Retrieval"},{"task_slug":"retrieval","task_name":"Retrieval"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}