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Verification of a hypothesis on the categorization process of facial expressions of emotion : Including the memory experimental paradigm.

Research Project

Project/Area Number 10410026
Research Category

Grant-in-Aid for Scientific Research (B).

Allocation TypeSingle-year Grants
Section一般
Research Field 実験系心理学
Research InstitutionNIHON UNIVERSITY

Principal Investigator

YAMADA Hiroshi  Department of Psychology, NIHON UNIVERSITY, Associate Professor, 文理学部, 助教授 (80191328)

Co-Investigator(Kenkyū-buntansha) SUZUKI Ryuta  Graduate School of Literature and Social Sciences, Research Fellow, 文学研究科, 学振特別研究員
MORISHIMA Shigeo  Department of Engineering, Seikei University, Professor, 工学部, 教授 (10200411)
ITUKUSHIMA Yukio  Department of Psychology, NIHON UNIVERSITY, Professor, 文理学部, 教授 (20147698)
Project Period (FY) 1998 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥13,200,000 (Direct Cost: ¥13,200,000)
Fiscal Year 2000: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1999: ¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1998: ¥10,000,000 (Direct Cost: ¥10,000,000)
Keywordsfacial expressions / emotion / affective-information processing / semantic space / multidimentional space / emotional categories / categorization / prototype / 顔面表情 / 知覚 / 認知 / モデル / 反応時間 / 顔面像処理システム / ワイヤフレームモデル / 感情的意味次元 / 因子分析
Research Abstract

The present research addresses the issue of the semantic information processing of emotional facial expressions. The main purpose was to investigate whether the classification or categorization of facial expressions was done as a function of the distances between the target facial expressions to be classified and the prototype stored in the memory on the affective semantic space. Our works and achievements during three years were as follows.
1. Development of experimental system of facial image processing and preparation of stimuli. First of all, we developped the experimental system of facial image processing, which adopted the recent technology of intelligent image coding. Then we used it to make virtual realistic images of facial expressions as stimuli.
2. Experiment of semantic differential ratings. The first experiment made subjects rate stimuli on the semantic differential scales. A factor analysis on the obtained data reconfirmed the existence of the dimensions of affective meanin … More gs which traditional research and our previous one had found : namely pleasantness and activity.
3. Experiment of measuring the reaction time in the judgments of facial expressions of emotion. The second experiment made subjects judge the categories of emotion from stimuli as quickly as possible and measured the reaction times in their judgments as well as the judged categories of stimuli.
4. Memory experiment. We also conducted the memory experiment where subjects were first shown several persons' faces with emotional expressions and later asked to identify the previously presented faces in the recognition task.
5. Verification of our hypothesis. Based on the result of the first (semantic differential rating) experiment, we mapped stimuli on the multi-dimentional space of affective meanings. Then we calculated the distances between stimuli and the prototypes of facial expressions on the space and analyzed the distributions of judgments and the reaction times, which were obtained from the above experiments. The result that the tendencies of judgments and their reaction times might be explained by the distances between the percept and the prototypes on the semantic space seems to support our hypothesis. Less

Report

(4 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • 1998 Annual Research Report
  • Research Products

    (33 results)

All Other

All Publications (33 results)

  • [Publications] 山田 寛: "顔面表情の知覚的判断過程に関する説明モデル"心理学評論. 43・2. 245-255 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 續木 大介: "ニューラルネットワークによる顔面表情認知モデルの構築"電子情報通信学会技術研究報告. 100・612. 1-6 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 山田 寛: "顔面表情の知覚:その心理物理的説明モデルの提案"脳の科学. 22. 159-164 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 山田 寛: "顔面表情認知研究と画像処理技術"電子情報通信学会技術研究報告. HIP99-53. 37-44 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 山田 寛: "顔面表情の知覚について"心理学ワールド. 7. 13-16 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Oyama, T.: "Synesthetic tendencies as the basis of sensory symbolism : A review of a series of experiments by means of semantic differential"Psychologia : An Int. Journal of Psychology in the Orient. 41. 203-215 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 日本視覚学会(編): "視覚情報処理ハンドブック"朝倉書店. 680 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yamada, H.: "Models of perceptual judgments of emotion from facial expressions."Japanese Psychological Review. Vol.43, No.2. 245-255 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Suzuki, R., Tokita, G.and Yamada, H.: "Event-related potentials elicited by schematic faces in the expression discriminating task."Technical Report of IEICE. Vol.100, No.112(HCS2000-9). 21-26 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yamada, H.: "Perception of facial expressions : a psychophysical model."Brain Science. Vol.22, No.2. 159-164 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yamada, H.: "Research on the recognition of facial expressions of emotion and the image processing technology."Technical Report of IEICE. Vol.99, No.49(PRM99-140). 49-56 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yamada, H.: "Review of studies on perception of facial expressions."Psychological World. No.7. 13-16 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Shibui, S., Yamada, H., Sato, T.and Shigemasu, K.: "The relationship between categorical perception of facial expressions and semantic distance."Technical Report of IEICE. Vol.99, No.289(HCS99-23). 1-7 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Suzuki, R., Tokita, G., Yamada, H.and Itsukushima, Y.: "Visual evoked potentials elicited by schematic faces."Technical Report of IEICE. Vol.99, No.123(HCS99-10). 25-30 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Shibui, S.and Yamada, H.and Itsukushima, Y.and Sato, T.: "Categorization Models of Facial Expressions."Technical Report of IEICE. No.HCS97-22. 1-22 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Oyama, T., Yamada, H., and Iwasawa, H.: "Synesthetic tendencies as the basis of sensory symbolism : A review of a series of experiments by means of semantic differential."Psychologia : An International Journal of Psychology in the Orient. Vol.41, No.3. 203-215 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yamada, H.and Shibui, S.: "A psychological model of recognizing facial expressions of emotion."ATR Symposium on Face and Object Rrecognition '98. 23-24 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yamada, H.and Shibui, S.: "The relationship between visual information and affective meanings from facial expressions of emotion."Perception, ECVP'98 Abstracts. Vol.27 Supplement. 133 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 山田寛: "顔面表情の知覚的判断過程に関する説明モデル"心理学評論. 43・2. 245-255 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 鈴木健嗣: "ニューラルネットワークによる顔面表情の物理的パラメータと感性的パラメータの対応づけ"電子情報通信学会技術研究報告. 100・612. 7-13 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 續木大介: "ニューラルネットワークによる顔面表情認知モデルの構築"電子情報通信学会技術研究報告. 100・612. 1-6 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 鈴木竜太: "顔線画図形を用いた表情弁別に関わる事象関連電位の検討"電子情報通信学会技術研究報告. 100・112. 21-26 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Shibui,S.: "Categorization Model of the Facial Expressions"International Journal of Psychology. 35・3/4. 419 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Suzuki,R.: "Visual Evoked Potentials Elicited by Schematic Faces"International Journal of Psychology. 35・3/4. 333 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 日本視覚学会(編): "視覚情報処理ハンドブック"朝倉書店. 680 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 山田 寛: "顔面表情の知覚:その心理物理的説明モデルの提案"脳の科学. 22. 159-164 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 山田 寛: "顔面表情認知研究と画像処理技術"電子情報通信学会技術研究報告. HIP99-53. 37-44 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 山田 寛: "顔面表情の知覚について"心理学ワールド. 7. 13-16 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 渋井 進: "表情のカテゴリカル知覚と意味的距離"電子情報通信学会技術研究報告. HCS99-23. 1-7 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 鈴木 竜太: "顔面表情刺激と視覚誘発電位"電子情報通信学会技術研究報告. HCS99-10. 25-30 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Oyama, T.: "Synesthetic tendencies as the basis of sensory symbolism : A review of a series of experiments by means of semantic differential" Psychology : An International Journal of Psychology in the Orient. 41. 203-215 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Yamada, H.: "A psychological model of recognizing facial expressions of emotion" ATR Symposium on Face and Object Rrecognition '98. 23-24 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Yamada, H.: "The relationship between visual information and affective meanings from facial expressions of emotion" Perception. 27. 133-133 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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