{"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/automatic-assessment-of-artistic-quality-of","title":"Automatic Assessment of Artistic Quality of Photos","arxiv_id":"1804.06124","date":"2018-04-17","proceeding":null,"authors":["Ashish Verma","Kranthi Koukuntla","Rohit Varma","Snehasis Mukherjee"],"abstract":"This paper proposes a technique to assess the aesthetic quality of\nphotographs. The goal of the study is to predict whether a given photograph is\ncaptured by professional photographers, or by common people, based on a\nmeasurement of artistic quality of the photograph. We propose a\nMulti-Layer-Perceptron based system to analyze some low, mid and high level\nimage features and find their effectiveness to measure artistic quality of the\nimage and produce a measurement of the artistic quality of the image on a scale\nof 10. We validate the proposed system on a large dataset, containing images\ndownloaded from the internet. The dataset contains some images captured by\nprofessional photographers and the rest of the images captured by common\npeople. The proposed measurement of artistic quality of images provides higher\nvalue of photo quality for the images captured by professional photographers,\ncompared to the values provided for the other images.","url_abs":"http://arxiv.org/abs/1804.06124v1","url_pdf":"http://arxiv.org/pdf/1804.06124v1.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":"automatic-assessment-of-artistic-quality-of","repo_url":"https://github.com/winfried-loetzsch/aesthetic-analysis","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"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}