| Feature Extraction Method for Clock Drawing Test | | تحميل |
| بحث |
النوع: |
| هندسة |
التخصص العام: |
| Tomoaki Shigemori |
اسم الناشر: |
| Zainab Harbi, Hiroharu Kawanakaa ,Yulia Hicks, Rossi Setchi , Haruhiko Takasea, Shinji Tsuruoka |
اسماء المساعدين: |
| Procedia Computer Science Volume 60, 2015, Pages 1707-1714 |
الجهة الناشرة: |
| ELSEIVER |
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| 2015 |
سنة النشر: |
الخلاصة
Recently, the number of elderly persons with dementia has been increasing. In the past, we proposed a dementia evaluation system using daily conversations and developed the system with a conversational robot. However, the current system is not ready for practical use because it can only evaluate time/geographical orientation and short-term memory, and some methods to evaluate other orientations and functions is required as well. In this paper, we discuss a new dementia evaluation system using not only daily conversations but also drawing tests. The authors employed a Clock Drawing Test (CDT) as a new dementia evaluation test and implemented it in a tablet device. This paper discusses a feature extraction and recognition method to distinguish normal cases from dementia cases. After evaluation experiments, the proposed method could recognize 87.6% of the clock drawing images |
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