Computational Approach to Fashion Fitting based on Subjective Measure and Statistical Learning
| Project/Area Number |
25280037
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Partial Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Multimedia database
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| Research Institution | University of Yamanashi |
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Principal Investigator |
MAO Xiaoyang 山梨大学, 総合研究部, 教授 (20283195)
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| Co-Investigator(Kenkyū-buntansha) |
藤代 一成 慶應義塾大学, 理工学部, 教授 (00181347)
山本 高美 和洋女子大学, その他部局等, 准教授 (10327182)
小俣 昌樹 山梨大学, 総合研究部, 准教授 (60402088)
豊浦 正広 山梨大学, 総合研究部, 助教 (80550780)
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| Co-Investigator(Renkei-kenkyūsha) |
GYOBA Jiro 東北大学, 大学院文学研究科, 教授 (50142899)
FUKUMOTO Fumiyo 山梨大学, 総合研究部, 教授 (60262648)
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| Project Period (FY) |
2013-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| Budget Amount *help |
¥18,070,000 (Direct Cost: ¥13,900,000、Indirect Cost: ¥4,170,000)
Fiscal Year 2016: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2015: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2014: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2013: ¥8,840,000 (Direct Cost: ¥6,800,000、Indirect Cost: ¥2,040,000)
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| Keywords | 服装検索 / 事例ベース / 感性情報 / 統計学習 / 感性 |
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| Outline of Final Research Achievements |
Online shopping of clothing items becomes more and more popular. However there was a lot of voices that failed in online shopping, such as "The design was different from what it looked on the webpage”. Whether a certain clothing suits a particular individual is not only decided by the feature of the person's face or body shape, but also greatly influenced by his / her preference in addition to social factors such as fashion trend and occupation. In this research, we aimed at developing new technologies enabling users to search for the clothing items matching both the feature of their body shape as well as their subjective preferences. The developed technologies used modern computer vision technologies for extracting features from clothing images and 3D depth camera or scanners, and used machine learning approaches for reflecting the preference of users in the searching process.
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Report
(5 results)
Research Products
(46 results)
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[Journal Article] Stego-Marbling-Texture2013
Author(s)
Jiayi Xu, Xiaoyang Mao, Xiaogang Jin, Aubrey Jaffer, Shufang Lu, Li Li, Masahiro Toyoura
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Journal Title
In Proceedings of CAD/Graphics２０１３
Volume: 1
Pages: 236-243
DOI
Related Report
Peer Reviewed
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[Presentation] Eye Tracking by Head Motion History2017
Author(s)
Masahiro Toyoura, Takumi Tanaka, Atsushi Sugiura, Xiaoyang Mao
Organizer
International Workshop on Image Electronics and Visual Computing
Place of Presentation
Danang, Vietnam
Year and Date
2017-03-01
Related Report
Int'l Joint Research
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