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Automatic Facial Organs Extraction By Using Dynamic Facial Images And Investigation Of Important Factor For Recognition Of Facial Expressions

Research Project

Project/Area Number 12650255
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionTokyo university of Science

Principal Investigator

KOBAYASHI Hiroshi  Tokyo university of Science, Engineering Mechanical Eng. Associate Professor, 工学部機械工学科, 助教授 (20281412)

Co-Investigator(Kenkyū-buntansha) KIKUCHI Kohki  Tokyo university of Science, Engineering Precision Eng. Assistant Professor, 精密機械工学科, 講師 (60318219)
Project Period (FY) 2000 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥4,100,000 (Direct Cost: ¥4,100,000)
Fiscal Year 2002: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2001: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2000: ¥2,400,000 (Direct Cost: ¥2,400,000)
KeywordsAutomatic Extraction of Facial Organs / Facial Image Processing / Recognition of Facial Expressions / Schizophrenia / 統合失調症診断
Research Abstract

Although facial information such as face and facial expressions seems to be important in term of recognition of emotion and/or KANSEI and also communication between human and machine, there are no general-purpose software developed for facial information because of difficulty in image processing. We therefore develop the software which can extract outline of facial organs such as eyebrows, eyes, mouth and nose stably and precisely, on Microsoft Windows 98. For the purpose of good usability with respect to application software development, we provide software functions for automatic extraction of facial image date into software is also important for our software, we prepare API for image acquisition and format transformation
In order to investigate the important factor for recognition of facial expressions, we focus on extract differences between healthy people and schizophrenic people who has specific feature in terms of facial expressions. It is also very important because of necessity and demand for quantitative information for the diagnosis of schizophrenic. We have developed 1. an automatic interview system, 2. a method for the automatic extraction of facial organs, and 3. A method for the acquisition of the quantitative information for diagnosis, and tried to obtain quantitative data for diagnosis by analyzing facial expressions during the automatic interviews. In this study, we focus on the movement of the pupils and head the correlation between them, i.e. we develop a method for the automatic measurement of time sequential movements with respect to 1. the position of the pupil relation to the right and left corners of the eye, and 2. The direction of the frontal face. By calculating the correlation between them, we obtain the quantitative information which enables us to diagnose whether a subject is schizophrenic or not

Report

(4 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • Research Products

    (17 results)

All Other

All Publications (17 results)

  • [Publications] Hiroshi Kobayashi, Kohki Kikuchi, Miyako Tazaki, Yoshibumi Nakane: "Development of Automated Diagnosis of Schizophrenia by Analyzing Facial Images"Journal of Robotics and Mechatronics. Vol.14,No.6. 615-624 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Kobayashi, S.Suzuki, H.Takahashi, A.Tange, K.Kikuchi: "Automatic Contour Extraction of Facial Organs for Frontal Facial Images with Various Facial Expressions"JSME International Journal Series C. Vol.45,No.1. 298-305 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Kobayashi, H.Takahashi, T.Kimura, K.Kikuchi, M.Tazaki, Y.Nakane: "Basic Study on Automatic Diagnosis of Schizophrenia by Facial Expression"the 2001 IMEKO/SICE/IEEE International Symposium on Measurement, Analysis and Modeling of Human Functions. 175-180 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Kobayashi, H.Takahashi, T.Kimura, K.Kikuchi: "Study on Automatic Diagnosis of Psychiatric Disorder by Facial Expression"Proceedings of 2000 IEEE International Conference on Industrial Electronics. 487-492 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 小林, 鈴木, 高橋, 丹下, 菊池: "正面表情顔画像における顔器官輪郭の自動抽出"日本機械学会論文集(C編). 66巻648号. 2778-2783 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Kobayashi, S. Suzuki, H. Takahashi, A. Tange and K. Kikuchi: "Automatic Contour Extraction of Facial Organs for Frontal Facial Images with Various Facial Expressions"JSME International Journal Series C. Vol.45, No.1. 298-305 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Kobayashi, H. Takahashi, T. Kimura, K. Kikuchi, M. Tazaki and Y. Nakane: "Basic Study on Automatic Diagnosis of Schizophrenia by Facial Expression"The 2001 IMEKO/SICE/IEEE International Symposium on Measurement, Analysis and Modeling of Human Functions. 175-180 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Kobayashi, H. Takahashi, T. Kimura and K. Kikuchi: "Study on Automatic Diagnosis of Psychiatric Disorder by Facial Expression"Proceedings of 2000 IEEE International Conference on Industrial Electronics. 487-492 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Hiroshi KOBAYASHI, Seiji SUZUKI, Hisanori TAKAHASHI, Akira TANGE, and Kohki KIKUCHI: "Automatic Contour Extraction of Facial Organs for the Deformed Frontal Face Image"Journal of Japan Society of Mechanical Engineering, Series C. Vol.66, No.648. 2778-2783 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Hiroshi Kobayashi, Kohki Kikuchi, Miyako Tazaki, Yoshibumi Nakane: "Development of Automated Diagnosis of Schizophrenia by Analyzing Facial Images"Journal of Robotics and Mechatronics. Vol.14, No.6. 615-624 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hiroshi KOBAYASHI, Seiji SUZUKI, Hisanori TAKAHASHI, Akira TANGE, Kohki KIKUCHI: "Automatic Contour Extraction of Facial Organs for Frontal Facial Images with Various Facial Expressions"JSME International Journal. Vol.3(to appear). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 小林, 菊池, 木村, 高橋: "Windows上の顔器官認識標準APIの開発"日本機械学会ロボティクス・メカトロニクス講演会'2001. 1p1-K8 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 小林 宏, 木村 貴宣, 高橋 久憲: "Windows上の顔器官認識APIの開発"電子情報通信学会技術研究報告. HCS2001-29. 23-30 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kobayashi, H.Takahashi, T.Kimura, K.Kikuchi, M.Tazaki, Y.Nakane: "Study on Automatic Diagnosis of Schizophrenia by Facial Expression"Proceedings of the 2001 IMEKO/SICE/IEEE International Symposium on Measurement,Analysis and Modeling of Human Functions. 175-180 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 小林, 菊池, 木村, 高橋, 浅見: "顔画像解析による精神疾患診断システムの開発"日本機械学会ロボティクス・メカトロニクス講演会'2001. 1p1-K7 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 小林 宏, 高橋 久憲, 木村 貴宣, 田崎 美弥子, 中根 允文: "顔画像解析による精神分裂病の自動診断"電子情報通信学会技術研究報告. HCS2001-30. 31-38 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kobayashi,H.Takahashi,T.Kimura and K.Kikuchi: "Study on Automatic Diagnosis of Psychiatric Disorder by Facial Expression"Proceedings of 2000 IEEE International Conference on Industrial Electronics. 487-492 (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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