| Paper Abstract and Keywords |
| Presentation |
2016-09-15 13:30
A Method to Distinguish Soft Movement and Strained Movement by Using Motion Capture Data
Ryo Arai, Kazuhito Murakami (Aichi Prefectural Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Although there are soft and strained movements, the difference is very small and it is difficult to determine them. This paper describes how to distinguish soft movement and strained movement. Assuming that the difference between soft and strained occurs easily in the arm movement, we analyzed the motion capture data of arm swing. This paper proposes two methods. One method uses regression analysis for the parameters of acceleration and jerk in order to decide a border line between soft and strained movements. Another method uses Support Vector Machines for the parameters of acceleration and jerk in order to distinguish soft and strained movements. The former method could distinguish 67% of movements, and the latter method could distinguish 58% of movements. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Statistics Analysis / Motion Capture / Human Movement / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 40, no. 31, ME2016-117, pp. 7-11, Sept. 2016. |
| Paper # |
ME2016-117 |
| Date of Issue |
2016-09-08 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME IEICE-IE IEICE-EMM IEICE-LOIS IEE-CMN |
| Conference Date |
2016-09-15 - 2016-09-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Aichi Prefectural University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Multimedia communication/system, life-log application technology, IPTV/image communication, media security, general. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2016-09-ME-IE-EMM-LOIS-CMN |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Method to Distinguish Soft Movement and Strained Movement by Using Motion Capture Data |
| Sub Title (in English) |
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| Keyword(1) |
Statistics Analysis |
| Keyword(2) |
Motion Capture |
| Keyword(3) |
Human Movement |
| Keyword(4) |
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| Keyword(5) |
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| 1st Author's Name |
Ryo Arai |
| 1st Author's Affiliation |
Aichi Prefectural University (Aichi Prefectural Univ.) |
| 2nd Author's Name |
Kazuhito Murakami |
| 2nd Author's Affiliation |
Aichi Prefectural University (Aichi Prefectural Univ.) |
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| Speaker |
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| Date Time |
2016-09-15 13:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
ME |
| Paper # |
ME2016-117 |
| Volume (vol) |
vol.40 |
| Number (no) |
no.31 |
| Page |
pp.7-11 |
| #Pages |
5 |
| Date of Issue |
2016-09-08 (ME) |