Paper Abstract and Keywords |
Presentation |
2010-12-16 10:45
Proposal and assessment experiment of action classification using distinction analysis method Shunta Ichikawa, Minghui Liu, Shigenori Ioroi, Hiroshi Tanaka (KAIT) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents the method to classify the action in the room by using acceleration sensor. The seven actions such as reading books, typing a keyboard, talking over a telephone, taking memos, using a mouse connected to a computer, standstill and walking state are considered to be classifying targets. The acceleration data of x,y,z directions are recorded by sensors attached to the testee's both wrists. The specific values to classify the actions are derived from the acceleration data. Actions are classified by comparison of the specific values and distinction analysis using Mahalanobis distance which is derived from specific values. Finally, accuracy of our distinction method is evaluated by experiments. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Life log / Acceleration sensor / Action classification / Distinction analysis / Mahalanobis distance / / / |
Reference Info. |
IEICE Tech. Rep. |
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Conference Information |
Committee |
HCGSYMPO |
Conference Date |
2010-12-15 - 2010-12-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Miyazaki Seagai resort |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
HCG Symposium 2010 |
Paper Information |
Registration To |
HCGSYMPO |
Conference Code |
2010-12-HCGSYMPO |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Proposal and assessment experiment of action classification using distinction analysis method |
Sub Title (in English) |
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Keyword(1) |
Life log |
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Acceleration sensor |
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Action classification |
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Distinction analysis |
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Mahalanobis distance |
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1st Author's Name |
Shunta Ichikawa |
1st Author's Affiliation |
Kanagawa Institute of Technology (KAIT) |
2nd Author's Name |
Minghui Liu |
2nd Author's Affiliation |
Kanagawa Institute of Technology (KAIT) |
3rd Author's Name |
Shigenori Ioroi |
3rd Author's Affiliation |
Kanagawa Institute of Technology (KAIT) |
4th Author's Name |
Hiroshi Tanaka |
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Kanagawa Institute of Technology (KAIT) |
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Speaker |
Author-2 |
Date Time |
2010-12-16 10:45:00 |
Presentation Time |
30 minutes |
Registration for |
HCGSYMPO |
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