Basic Research on How to Apply Foundation Makeup Evenly on Your Own Face

Miho Kajita, Satoshi Nakamura

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Makeup is an entertainment that allows people to present themselves in a way that is close to their ideal. People apply foundation makeup evenly to cover skin imperfections, but it is not easy to distinguish between areas where foundation is applied or not. Therefore, problems like applying too much foundation or forgetting to apply foundation on some areas are likely to occur. Our project aims to realize a makeup support system that can visualize the state of foundation application in real-time to eliminate uneven application. As an initial step, we conducted a large-scale crowdsourcing survey on makeup, precisely foundation, and investigated a method that uses machine learning to classify between images of skin with foundation applied and of bare skin. As a result, we found that we could distinguish between both with high accuracy of 82.3%.

Original languageEnglish
Title of host publicationEntertainment Computing – ICEC 2021 - 20th IFIP TC 14 International Conference, ICEC 2021, Proceedings
EditorsJannicke Baalsrud Hauge, Jannicke Baalsrud Hauge, Jorge C.S. Cardoso, Licínio Roque, Pedro A. Gonzalez-Calero
PublisherSpringer Science and Business Media Deutschland GmbH
Pages402-410
Number of pages9
ISBN (Print)9783030893934
DOIs
Publication statusPublished - 2021
Event20th IFIP TC 14 International Conference on Entertainment Computing, ICEC 2021 - Coimbra, Portugal
Duration: 2 Nov 20215 Nov 2021

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13056 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference20th IFIP TC 14 International Conference on Entertainment Computing, ICEC 2021
Country/TerritoryPortugal
CityCoimbra
Period2/11/215/11/21

Keywords

  • Foundation
  • Machine learning
  • Makeup

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