Magic Mirror: An Intelligent Fashion Recommendation System

This paper mainly introduces the techniques required for a future system, called Magic Mirror. Imagine when you wake up in the morning and prepare for the coming day, the Magic Mirror will automatically recommend to you the most appropriate styles of hair, makeup, and dressing, according to the even...

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Vydáno v:Proceedings - IEEE Computer Society Conference on Pattern Recognition and Image Processing s. 11 - 15
Hlavní autoři: Si Liu, Luoqi Liu, Shuicheng Yan
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.11.2013
Témata:
clothing recommendation
Feature extraction
Gold
Hair
makeup recommendation
Mirrors
Support vector machines
Testing
ISSN:0730-6512
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Abstract This paper mainly introduces the techniques required for a future system, called Magic Mirror. Imagine when you wake up in the morning and prepare for the coming day, the Magic Mirror will automatically recommend to you the most appropriate styles of hair, makeup, and dressing, according to the events and activities on your calendar, with which it is linked, so that you can present yourself on these occasions with elegant and suitable appearance. The work shall focus on the mathematical models for these tasks, particularly on how to model the relations between low-level human body features, middle-level facial/body attributes, and high-level recommendations. Being automatic and intelligent are the two main characteristics of the system, and this work shall show two prototype sub-systems related with the whole Magic Mirror system.
AbstractList This paper mainly introduces the techniques required for a future system, called Magic Mirror. Imagine when you wake up in the morning and prepare for the coming day, the Magic Mirror will automatically recommend to you the most appropriate styles of hair, makeup, and dressing, according to the events and activities on your calendar, with which it is linked, so that you can present yourself on these occasions with elegant and suitable appearance. The work shall focus on the mathematical models for these tasks, particularly on how to model the relations between low-level human body features, middle-level facial/body attributes, and high-level recommendations. Being automatic and intelligent are the two main characteristics of the system, and this work shall show two prototype sub-systems related with the whole Magic Mirror system.
Author Shuicheng Yan
Si Liu
Luoqi Liu
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  surname: Luoqi Liu
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  email: liuluoqi@nus.edu.sg
  organization: Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
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  surname: Shuicheng Yan
  fullname: Shuicheng Yan
  email: eleyans@nus.edu.sg
  organization: Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
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Snippet This paper mainly introduces the techniques required for a future system, called Magic Mirror. Imagine when you wake up in the morning and prepare for the...
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SubjectTerms clothing recommendation
Feature extraction
Gold
Hair
makeup recommendation
Mirrors
Support vector machines
Testing
Title Magic Mirror: An Intelligent Fashion Recommendation System
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