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Computational analysis of paintings and preference based on neural visual processing models

Research Project

Project/Area Number 15K12042
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Cognitive science
Research InstitutionThe University of Tokyo

Principal Investigator

MOTOYOSHI Isamu  東京大学, 大学院総合文化研究科, 准教授 (60447034)

Research Collaborator MORI Shiori  
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords視覚情報処理 / 芸術 / 嗜好 / 絵画 / 認知 / 画像統計量
Outline of Final Research Achievements

The present study was aimed to investigate how the style of paintings is shaped by the structure of image features contained in paintings, and how the human visual system processes these image features to determine subjective judgments regarding the beauty and ugliness of various images including paintings. Since the other research groups has recently published a similar line of studies about the former style analysis, we focused on examining the latter preference processing via a series of psychophysical and electrophysiological (EEG) experiments, which revealed robust relationships between human preferential judgments and a small set of low-level statistics of texture images. The results suggest the existence of rapid implicit neural processing that utilize image features to directly summon preferential responses.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (14 results)

All 2016 2015

All Presentation (11 results) (of which Int'l Joint Research: 10 results,  Invited: 7 results) Book (3 results)

  • [Presentation] Perceiving the quality of surfaces and images. In Symposium on "Recent advancements in psychophysical study of visual material perception".2016

    • Author(s)
      Motoyoshi, I.
    • Organizer
      31st International Congress of Psychology (ICP2016)
    • Place of Presentation
      パシフィコ横浜,神奈川県横浜市
    • Year and Date
      2016-07-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Visual psychophysics and modern image technologies. Symposium on "What psychologists can do and cannot do for the public in the present Japan".2016

    • Author(s)
      Motoyoshi, I.
    • Organizer
      31st International Congress of Psychology (ICP2016)
    • Place of Presentation
      パシフィコ横浜,神奈川県横浜市
    • Year and Date
      2016-07-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Image statistics and the affective responses to visual surfaces.2016

    • Author(s)
      Motoyoshi, I. & Mori, S.
    • Organizer
      Annual Meeting of Vision Sciences Society 2016
    • Place of Presentation
      St. Pete Beach, FL, USA
    • Year and Date
      2016-05-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 視覚表面への嗜好と忌避を決定づける画像統計量2016

    • Author(s)
      森詩織・本吉勇
    • Organizer
      日本視覚学会2016年冬季大会
    • Place of Presentation
      工学院大学,東京都新宿区
    • Year and Date
      2016-01-20
    • Related Report
      2015 Research-status Report
  • [Presentation] Image statistics and the affective responses to visual surfaces.2016

    • Author(s)
      Motoyoshi, I. & Mori, S.
    • Organizer
      Annual Meeting of Vision Sciences Society 2016
    • Place of Presentation
      St Peteberg, USA
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual processing of emotional information in natural surfaces. Perception,2016

    • Author(s)
      Motoyoshi, I. & Mori, S.
    • Organizer
      European Conference on Visual Perception 2016
    • Place of Presentation
      Barcelona, Spain
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Perceiving the quality of surfaces and images.2016

    • Author(s)
      Motoyoshi I
    • Organizer
      Symposium on "Recent advancements in psychophysical study of visual material perception". 31st International Congress of Psychology (ICP2016).
    • Place of Presentation
      パシフィコ横浜,神奈川県横浜市
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Visual psychophysics and modern image technologies.2016

    • Author(s)
      Motoyoshi IMotoyoshi I
    • Organizer
      Symposium on "What psychologists can do and cannot do for the public in the present Japan". 31st International Congress of Psychology (ICP2016).
    • Place of Presentation
      パシフィコ横浜,神奈川県横浜市
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Role of image statistics in the perception of objects, materials, and their values2016

    • Author(s)
      Motoyoshi I
    • Organizer
      International workshop "Vision over vision: man, monkey, machine and network models"
    • Place of Presentation
      脳情報通信融合研究センター,大阪府豊中市
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Visual perception of objects and materials.2015

    • Author(s)
      Motoyoshi, I.
    • Organizer
      International Symposium on Object Vision in Human, Monkey, and Machine.
    • Place of Presentation
      電気通信大学,東京都調布市
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Human material perception and image statistics.2015

    • Author(s)
      Motoyoshi, I.
    • Organizer
      The 1st International Conference on Advanced Imaging (ICAI).
    • Place of Presentation
      学術総合センター,東京都千代田区
    • Year and Date
      2015-06-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] 見て感じる質感(「質感の科学」所収)2016

    • Author(s)
      西田眞也・本吉勇
    • Total Pages
      6
    • Publisher
      朝倉書店
    • Related Report
      2015 Research-status Report
  • [Book] 芸術における質感 (「質感の科学」所収)2016

    • Author(s)
      本吉勇
    • Total Pages
      6
    • Publisher
      朝倉書店
    • Related Report
      2015 Research-status Report
  • [Book] 画像統計学 (「視覚情報処理ハンドブック」所収)2016

    • Author(s)
      本吉勇
    • Total Pages
      2
    • Publisher
      朝倉書店
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2018-03-22  

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