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Computational Approach to Fashion Fitting based on Subjective Measure and Statistical Learning

Research Project

Project/Area Number 25280037
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Multimedia database
Research InstitutionUniversity of Yamanashi

Principal Investigator

MAO Xiaoyang  山梨大学, 総合研究部, 教授 (20283195)

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)
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)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
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)
Keywords服装検索 / 事例ベース / 感性情報 / 統計学習 / 感性
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.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (46 results)

All 2017 2016 2015 2014 2013 Other

All Int'l Joint Research (2 results) Journal Article (18 results) (of which Peer Reviewed: 17 results,  Acknowledgement Compliant: 13 results,  Open Access: 3 results) Presentation (24 results) (of which Int'l Joint Research: 7 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Int'l Joint Research] 杭州電子科技大学/浙江大学(中国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] 浙江大学CAD/CG国家重点実験室/杭州電子科技大学(中国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] An Object Space Anti-Aliasing Method for Shadows of Hair-Shaped Objects2016

    • Author(s)
      池田泰成,松岡徹,藤代一成
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J99-D Issue: 3 Pages: 307-316

    • DOI

      10.14923/transinfj.2015PDP0018

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2016-03-01
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Example-Based Caricature Generation with Exaggeration Control2016

    • Author(s)
      Wei Yang, Masahiro Toyoura, Jiayi Xu, Fumio Ohnuma, Xiaoyang Mao,
    • Journal Title

      The Visual Computer

      Volume: 32 Issue: 3 Pages: 1351-1363

    • DOI

      10.1007/s00371-015-1177-9

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Retrieval of Clothing Images based on Relevance Feedback with Focus on Collar Designs2016

    • Author(s)
      Honglin Li, Masahiro Toyoura, Kazumi Shimizu, Wei Yang, Xiaoyang Mao
    • Journal Title

      The Visual Computer

      Volume: 32 Issue: 10 Pages: 383-392

    • DOI

      10.1007/s00371-016-1232-1

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] ジャカード織物パターン作成のための画像処理2016

    • Author(s)
      豊浦 正広,五十嵐 哲也,茅 暁陽
    • Journal Title

      加工技術

      Volume: 51 Pages: 34-39

    • NAID

      40020762740

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of a pants pattern design system based on 3D body data analysis2015

    • Author(s)
      Takami Yamamoto, Masanori Nakayama, Rui Katsura, Akira Sakamoto, Issei Fujishiro
    • Journal Title

      IIEEJ Transactions on Image Electronics and Visual Computing

      Volume: 3 Pages: 114-124

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Relevance Feedback Based Retrieval of Cloth Image With Focus on Collar Design2015

    • Author(s)
      Kazumi Shimizu, Wei Yang, Masahiro Toyoura, Xiaoyang Mao
    • Journal Title

      Proceedings of Cyberworlds 2015

      Volume: 14 Pages: 137-144

    • DOI

      10.1109/cw.2015.70

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Robust Match Fusion Using Optimization2015

    • Author(s)
      3.Xiameng Qin, Jianbing Shen, Xiaoyang Mao, Xuelong Li, Yunde Jia
    • Journal Title

      IEEE Transactions on Cybernetics

      Volume: 45 Issue: 8 Pages: 1549-1560

    • DOI

      10.1109/tcyb.2014.2355140

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 3Dボディデータ分析に基づくスカート原型デザインシステムの開発2015

    • Author(s)
      山本高美,中山雅紀,藤代一成,桂瑠以,坂元章
    • Journal Title

      芸術科学会論文誌

      Volume: 14 Pages: 9-19

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Hidden Message in a Deformation-based Texture2014

    • Author(s)
      Jiayi Xu, Xiaoyang Mao, Xiaogang Jin, Aubrey Jaffer, Shufang Lu, Li Li, Masahiro Toyoura
    • Journal Title

      The Visual Computer

      Volume: n/a Issue: 12 Pages: 1653-1669

    • DOI

      10.1007/s00371-014-1045-z

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Experiments for Emotion Estimation from Biological Signals and Its Application2014

    • Author(s)
      Masaki Omata, Daisuke Kanuka, Xiaoyang Mao
    • Journal Title

      Transactions on Computational Science

      Volume: 23 Pages: 178-198

    • DOI

      10.1007/978-3-662-43790-2_10

    • ISBN
      9783662437896, 9783662437902
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ジャカード織物作製のための制約付き画像二値化2014

    • Author(s)
      6.豊浦 正広,五十嵐 哲也,庄司 麻由,茅 暁陽
    • Journal Title

      芸術科学会論文誌

      Volume: 13 Pages: 124-133

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Skirt Image Retrieval based on Sketches2014

    • Author(s)
      Shin-ichiro Kondo, Masahiro Toyoura, Xiaoyang Mao
    • Journal Title

      Symposium on Sketch-Based Interfaces and Modeling

      Volume: n/a Pages: 11-16

    • DOI

      10.1145/2630407.2630410

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Skirt Image Retrieval based on Sketch,” NICOGRAPH International2014

    • Author(s)
      Shin-ichiro Kondo, Masahiro Toyoura, Xiaoyang Mao
    • Journal Title

      NICOGRAPH International

      Volume: n/a Pages: 115-118

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Study on Perceived Similarity between Photograph and Shape Exaggerated Caricature2014

    • Author(s)
      Jiayi Xu, Wei Yang, Xiaoyang Mao, Masahiro Toyoura, Xiaogang Jin
    • Journal Title

      Cyberworlds2014

      Volume: n/a Pages: 213-220

    • DOI

      10.1109/cw.2014.37

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Example-Based Automatic Caricature Generation2014

    • Author(s)
      Wei Yang, Kouki Tajima, Jiayi Xu, Masahiro Toyoura, Xiaoyang Mao
    • Journal Title

      Cyberworlds2014

      Volume: n/a Pages: 237-244

    • DOI

      10.1109/cw.2014.40

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semiautomatic Synthesis of Face in Mind2014

    • Author(s)
      Shota Fushimi, Kazumi Shimizu, Masahiro Toyoura, Motonobu Hattori
    • Journal Title

      Image Electronics and Visual Computing Workshop

      Volume: n/a

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] iMapを利用したフィルムコミックの自動生成2013

    • Author(s)
      澤田 友哉,豊浦 正広,茅 暁陽
    • Journal Title

      画像電子学会論文誌

      Volume: 42 Pages: 671-680

    • NAID

      130005108155

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stego-Marbling-Texture2013

    • Author(s)
      Jiayi Xu, Xiaoyang Mao, Xiaogang Jin, Aubrey Jaffer, Shufang Lu, Li Li, Masahiro Toyoura
    • Journal Title

      In Proceedings of CAD/Graphics2013

      Volume: 1 Pages: 236-243

    • DOI

      10.1109/cadgraphics.2013.38

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] Human-Body Modeling and Specified Position Estimation for Forensic Autopsy Data Visualization2017

    • Author(s)
      Junki Mano, Masahiro Toyoura, Xiaoyang Mao, Hideki Shojo, Noboru Adachi, Issei Fujishiro
    • Organizer
      International Workshop on Image Electronics and Visual Computing
    • Place of Presentation
      Danang, Vietnam
    • Year and Date
      2017-03-01
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [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
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] コミック/アニメ実写化のための俳優キャスティング支援:シ ステム開発と評価2017

    • Author(s)
      土方希,鹿間脩斗,藤代一成
    • Organizer
      映像表現・芸術科学フォーラム
    • Place of Presentation
      東京都文京区お茶の水女子大学
    • Related Report
      2016 Annual Research Report
  • [Presentation] 3次元頭髪モデルにおけるブリーチのビジュアルシミュレーション2016

    • Author(s)
      堀江康晃,藤代一成
    • Organizer
      NICOGRAPH2016
    • Place of Presentation
      富山大学五福キャンパス黒田講堂
    • Year and Date
      2016-11-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] “Painterly Image Generation Using Scene-Aware Style Transferring2016

    • Author(s)
      Masahiro Toyoura, Noriyuki Abe, Xiaoyang Mao
    • Organizer
      Cyberworlds
    • Place of Presentation
      Chongqing, China
    • Year and Date
      2016-09-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Crowdsourcing Image-Word Associations to Generate Affective Space Maps for Affective Words2016

    • Author(s)
      Andreas Seeg,Kohei Fujimori,Masahiro Toyoura,Xiaoyang Mao
    • Organizer
      IPSJ SIG-CGVI
    • Place of Presentation
      富山県黒部市宇奈月温泉 杉乃井ホテル
    • Year and Date
      2016-09-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] Optimizing Dither Mask for Rendering Smooth Tone on Fabric,” NICOGRAPH International2016

    • Author(s)
      Tetsuya Igarashi, Masahiro Toyoura, Xiaoyang Mao
    • Organizer
      NICOGRAPH International
    • Place of Presentation
      Hangzhou,China
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Restricted Error Diffusion for Fabric Binalization2016

    • Author(s)
      Takamasa Terada, Masahiro Toyoura, Tetsuya Igarashi, Suguru Saito, Xiaoyang Mao
    • Organizer
      NICOGRAPH International
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2016-07-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Example-based Caricature Synthesis via Feature Deviation Matching2016

    • Author(s)
      Honglin Li, Wei Yang, Hongcang Sun, Masahiro Toyoura, Xiaoyang Mao
    • Organizer
      Computer Graphics International 2016
    • Place of Presentation
      Crete,Greece
    • Year and Date
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 陰影とエッジを保つジャカード織物パターン生成のための拡散誤差の量と範囲を制限した二値化処理2016

    • Author(s)
      寺田 貴雅,豊浦 正広,五十嵐 哲也,齋藤 傑,茅 暁陽
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      早稲田大学国際会議場
    • Year and Date
      2016-06-18
    • Related Report
      2016 Annual Research Report
  • [Presentation] コンピュータ画像処理による対話的織物デザイン2016

    • Author(s)
      暁陽,豊浦 正広,寺田 貴雅,五十嵐 哲也
    • Organizer
      やまなし産学官連携研究交流事業
    • Place of Presentation
      山梨県甲府市山梨県立図書館
    • Related Report
      2016 Annual Research Report
  • [Presentation] 計算処理による写真からの対話的織物パターン作成2016

    • Author(s)
      豊浦 正広,五十嵐 哲也,寺田 貴雅,茅 暁陽
    • Organizer
      スマートテキスタイル研究会
    • Place of Presentation
      京都府中小企業技術センター
    • Related Report
      2016 Annual Research Report
  • [Presentation] 不完全特徴点からの人体モデルの作成2015

    • Author(s)
      眞野 淳貴,杉浦 篤志,豊浦 正広,茅 暁陽
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      姫路市市民会館
    • Year and Date
      2015-06-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 3Dボディデータ分析に基づく身頃原型デザインシステムの開発2015

    • Author(s)
      山本高美,中山雅紀,桂瑠以,坂元章,藤代一成
    • Organizer
      日本繊維製品消費科学会2015年年次大会
    • Place of Presentation
      信州大学繊維学部(長野県・上田市)
    • Year and Date
      2015-06-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] Reconstruction of human body model from incomplete feature points2015

    • Author(s)
      Junki Mano, Masahiro Toyoura, Xiaoyang Mao
    • Organizer
      NICOGRAPH International 2015
    • Place of Presentation
      東京都市大学
    • Year and Date
      2015-06-13
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 襟好みによる衣服画像のフィードバック探索2014

    • Author(s)
      清水 和美,近藤 慎一郎,楊 薇,豊浦 正広,茅 暁陽
    • Organizer
      NICOGRAPH
    • Place of Presentation
      愛知工業大学
    • Year and Date
      2014-11-03 – 2014-11-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] ゲームによる画像の感性語ラベリング2014

    • Author(s)
      藤森 康平,祝 嗣忠,澤田 友哉,豊浦 正広,茅 暁陽
    • Organizer
      NICOGRAPH
    • Place of Presentation
      愛知工業大学八草キャンパス 1号館3階
    • Year and Date
      2014-11-03 – 2014-11-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 視線パターンに基づく映像コンテンツからのコミックの自動生成2014

    • Author(s)
      澤田 友哉,豊浦 正広,茅 暁陽
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      早稲田大学国際会議場
    • Year and Date
      2014-06-29 – 2014-06-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] 想像上の顔の半自動作成2014

    • Author(s)
      伏見 翔太,清水 和美,豊浦 正広,服部 元信,茅 暁陽
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      早稲田大学国際会議場
    • Year and Date
      2014-06-29 – 2014-06-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] ジャカード織物作製のための領域内パターン生成と領域間パターン最適化2014

    • Author(s)
      7.豊浦 正広,五十嵐 哲也,庄司 麻由,茅 暁陽
    • Organizer
      Visual Computing/グラフィクスとCAD合同シンポジウム
    • Place of Presentation
      早稲田大学国際会議場
    • Year and Date
      2014-06-29 – 2014-06-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] スケッチに基づくスカート画像検索2013

    • Author(s)
      近藤 慎一郎,豊浦 正広,茅 暁陽
    • Organizer
      Visual Computing / グラフィクスと CAD 合同シンポジウム 2013
    • Place of Presentation
      青森市文化会館
    • Related Report
      2013 Annual Research Report
  • [Presentation] 拡張ディザ法を用いたジャカード織物パターンの生成2013

    • Author(s)
      豊浦 正広,五十嵐 哲也,庄司 麻由,茅 暁陽
    • Organizer
      NICOGRAPH2013
    • Place of Presentation
      山梨県ブドウの丘
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3Dボディデータ分析に基づくスカート原型デザインシステムの開発2013

    • Author(s)
      山本 高美,中山 雅紀,藤代 一成,桂 瑠以,坂元 章
    • Organizer
      NICOGRAPH2013
    • Place of Presentation
      山梨県ブドウの丘
    • Related Report
      2013 Annual Research Report
  • [Presentation] 顔特徴分析によるヘアスタイルアドバイザ2013

    • Author(s)
      楊 薇,豊浦 正広,茅 暁陽
    • Organizer
      画像電子学会ビジュアルコンピューティングワークショップ
    • Place of Presentation
      福岡県玄海ロイヤルホテル
    • Related Report
      2013 Annual Research Report
  • [Remarks]

    • URL

      http://www.vc.media.yamanashi.ac.jp/ja/research/

    • Related Report
      2016 Annual Research Report
  • [Patent(Industrial Property Rights)] ジャカード織物パターンの生成方法,装置およびプログラム2014

    • Inventor(s)
      豊浦 正広,五十嵐 哲也,庄司 麻由,茅 暁陽,秋本 梨恵
    • Industrial Property Rights Holder
      豊浦 正広,五十嵐 哲也,庄司 麻由,茅 暁陽,秋本 梨恵
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2014-094992
    • Filing Date
      2014-05-08
    • Related Report
      2014 Annual Research Report

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Published: 2013-05-21   Modified: 2019-07-29  

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