AUTOMATIC FACE IMAGE GENERATION SYSTEM FOR HIGHER-ORDER IMPRESSION TRANSFORMATION(International Workshop on Advanced Image Technology 2007)

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概要

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• This study developed a system that synthesizes a higher-order impression such as gracefulness of the face by an impression transfer vector method and confirms the validity of its impression transformation by psychological rating experiments. Facial pictures were mathematically represented in high-dimensional vectors by separating the shape and texture information. Variation in appearance was coded in a small number of parameters by applying principal component analysis (PCA), and thus a morphable model of face patterns was constructed in terms of these parameters. Based on preliminary psychological experiments, some of the parameters corresponding to specific principal components derived by PCA were found sensitive to the impression in focus, such as the gracefulness of the face. The impression transfer vector was defined using only the selected parameters and was applied to image manipulation. Psychological evaluation of the impression transformation was conducted by applying a semantic differential method and factor analysis. The obtained results clearly indicated that the impression transfer vector defined by the selected components could modulate facial gracefulness better in accordance with psychological ratings.

• 社団法人電子情報通信学会の論文
• 2007-01-03

著者

• Akamatsu Shigeru

  Hosei University

• Akamatsu Shigeru

  Graduate School Of Engineering Hosei University

• Gyoba Jiro

  Department Of Psychology Graduate School Of Arts & Letters Tohoku University

• ISHI Hanae

  Department of Design and Computer Applications, Sendai National College of Technology

• Ishi Hanae

  Dept. of Design and Computer Applications Miyagi National College of Technology

• Sakuta Yuiko

  Waseda University

• SAKURAI Teruko

  Dept. of Systems Control Engineering, Hosei University

• AKITA Tomohiro

  Dept. of Systems Control Engineering, Hosei University

• OKADA Yuhya

  Dept. of Systems Control Engineering, Hosei University

• SAKUTA Yuiko

  Dept. of Systems Control Engineering, Hosei University

• GYOBA Jiro

  Dept. of Systems Control Engineering, Hosei University

• AKAMATSU Shigeru

  Dept. of Systems Control Engineering, Hosei University

• SAKURAI Teruko

  The University of Tokyo

• AKITA Tomohiro

  Hosei University

• OKADA Yuhya

  Hosei University

• Sakurai Teruko

  Dept. Of Systems Control Engineering Hosei University:the University Of Tokyo

• Akita Tomohiro

  Dept. Of Systems Control Engineering Hosei University:hosei University

• Okada Yuhya

  Dept. Of Systems Control Engineering Hosei University:hosei University

関連論文

• Spatiotemporal integration of object features in the stream/bounce event perception(Summary of Awarded Presentation at the 25th Annual Meeting)
• Physical offset of an invisible object can recover visual awareness suppressed by motion-induced blindness(Summary of Awarded Presentation at the 26th Annual Meeting)
• Location memory of visual patterns modulated by preference(Summary of Awarded Presentation at the 27th Annual Meeting)
• Impression Transformation of 3D Face Based on Morphable 3D Model of Face and Semantic Differential Method
• An Automatic Tracking System Using A Single PTZ Camera(INTERNATIONAL Workshop on Advanced Image Technology 2008)
• Building a 3D Model of the Face that Transmits an Arbitrary Combination of Identity, Facial Expression, and Gaze
• PSYCHOLOGICAL EVALUATION AND THE APPLICABILITY OF THE IMPRESSION TRANSFER VECTOR METHOD FOR SYNTHESIZING HIGHER-ORDER FACIAL IMPRESSIONS(International Workshop on Advanced Image Technology 2009)
• IMPRESSION-DRIVEN DESIGN SCHEME FOR A CLASS OF 3D OBJECTS BASED ON MORPHABLE 3D SHAPE MODEL, AND ITS AUTOMATIC BUILDUP BY SUPPLEMENTARY FEATURE SAMPLING(International Workshop on Advanced Image Technology 2009)
• A FACE IMAGE GENERATION SYSTEM FOR TRANSFORMING THREE DIMENSIONS OF HIGHER-ORDER IMPRESSION(International Workshop on Advanced Image Technology 2009)
• AUTOMATIC FACE IMAGE GENERATION SYSTEM FOR HIGHER-ORDER IMPRESSION TRANSFORMATION(International Workshop on Advanced Image Technology 2007)
• AUTOMATIC FACE IMAGE GENERATION SYSTEM FOR HIGHER-ORDER IMPRESSION TRANSFORMATION
• Two-class Discrimination of Personal Attributes on Gabor-filtered Features of Facial Image(International Workshop on Advanced Image Technology 2007)
• Two-class Discrimination of Personal Attributes on Gabor-filtered Features of Facial Image

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