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Drawing Picture of Mental Disorder Patient and its Image Analysis: Using Texture Analysis, Fourier Analysis, and Singular Value Decomposition
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- IWAMITSU Yumi
- Department of Medical Psychology, Kitasato University Graduate School of Medical Sciences
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- TAKEMURA Kazuhisa
- Department of Psychology, Waseda University and Institute of Decision Research, Waseda University
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- MATSUMURA Osamu
- Department of Medical Psychology, Kitasato University Graduate School of Medical Sciences Graduate School of Letters, Arts and Sciences, Waseda University
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- WANG Yuhan
- Graduate School of Letters, Arts and Sciences, Waseda University
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- NOBUTOU Asako
- Tsuruga Hospital
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- KODAIRA Akiko
- Tsuruga Hospital
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- TODOROKI Junichi
- Tsuruga Hospital
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- TODOROKI Keiko
- Tsuruga Hospital
Bibliographic Information
- Other Title
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- 精神障害患者の描画とその画像解析：テクスチャー解析，フーリエ解析，特異値分解を用いて
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Description
In clinical psychology and psychiatry, projective drawings are used to assess individual personality and holistic understanding of behavior. Especially, Koch developed a tree test, called Baum Test, for the purpose of medical practice and personality assessment. Since there is a poor objectivity and a low reliability in interpretations of drawing pictures when the projective drawing techniques are used, we integrated various image processing techniques to interpret the drawing picture of a mental disorder patient. The proposed analysis in this study was as follow: (1) the gray level histogram moment (GLHM) analysis, (2) the spatial gray level dependence method (SGLDM) analysis, (3) the gray level difference method (GLDM) analysis for the drawing picture, and (4)the singular value decomposition (SVD) method that is a factorization of a rectangular real or complex matrix, with many applications in image processing, (5) the Fourier analysis method that can isolate individual components of a compound waveform for the image, and (6)the clinical interpretation of the drawing picture based on the image analysis techniques. These image analysis techniques for projective tree test were utilized to interpret psychological process of a mental disorder.
Journal
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- Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
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Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 25 (2), 651-658, 2013
Japan Society for Fuzzy Theory and Intelligent Informatics
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Keywords
Details 詳細情報について
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- CRID
- 1390001205185121152
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- NII Article ID
- 130003368216
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- ISSN
- 18817203
- 13477986
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- Text Lang
- ja
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- Article Type
- journal article
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- Data Source
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed