M. Arshad, Muhammad Adil Raja, J. Akhtar, Shams ur Rahman
{"title":"《蒙娜丽莎》与毕加索画作的演变","authors":"M. Arshad, Muhammad Adil Raja, J. Akhtar, Shams ur Rahman","doi":"10.1109/ICOMET.2018.8346366","DOIUrl":null,"url":null,"abstract":"In recent years, design of artistic artifacts using machine learning (ML) techniques has become a major feat. Artificial creation of artistic artifacts involves the use of ML. Employment of ML has many benefits for artificial art. On one hand, it reduces the need for human dexterity required particularly for this niche. On the other hand, artificially created art can often lead to spectacular outcomes that are normally not possible by sole human effort. In this paper, we demonstrate our work about the recreation of Mona Lisa using an evolutionary algorithm (EA). The EA uses an image corpus of Pablo Picasso's work. To this end, the images form the design space for the problem at hand. By using these images the EA attempts to recreate Mona Lisa. The reported results show the miraculous and awe-inspiring accuracy of EAs.","PeriodicalId":381362,"journal":{"name":"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Evolution of Mona Lisa with Pablo Picasso's paintings\",\"authors\":\"M. Arshad, Muhammad Adil Raja, J. Akhtar, Shams ur Rahman\",\"doi\":\"10.1109/ICOMET.2018.8346366\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In recent years, design of artistic artifacts using machine learning (ML) techniques has become a major feat. Artificial creation of artistic artifacts involves the use of ML. Employment of ML has many benefits for artificial art. On one hand, it reduces the need for human dexterity required particularly for this niche. On the other hand, artificially created art can often lead to spectacular outcomes that are normally not possible by sole human effort. In this paper, we demonstrate our work about the recreation of Mona Lisa using an evolutionary algorithm (EA). The EA uses an image corpus of Pablo Picasso's work. To this end, the images form the design space for the problem at hand. By using these images the EA attempts to recreate Mona Lisa. The reported results show the miraculous and awe-inspiring accuracy of EAs.\",\"PeriodicalId\":381362,\"journal\":{\"name\":\"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-03-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOMET.2018.8346366\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOMET.2018.8346366","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Evolution of Mona Lisa with Pablo Picasso's paintings
In recent years, design of artistic artifacts using machine learning (ML) techniques has become a major feat. Artificial creation of artistic artifacts involves the use of ML. Employment of ML has many benefits for artificial art. On one hand, it reduces the need for human dexterity required particularly for this niche. On the other hand, artificially created art can often lead to spectacular outcomes that are normally not possible by sole human effort. In this paper, we demonstrate our work about the recreation of Mona Lisa using an evolutionary algorithm (EA). The EA uses an image corpus of Pablo Picasso's work. To this end, the images form the design space for the problem at hand. By using these images the EA attempts to recreate Mona Lisa. The reported results show the miraculous and awe-inspiring accuracy of EAs.