| Paper Abstract and Keywords |
| Presentation |
2016-02-20 14:40
Human posture estimation using a texture image
Shingo Nakatani, Yoshiki Mizukami (Yamaguchi Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we propose a method to utilize the color texture of an object for estimating the 3D posture of the human body from monocular photography image. In the proposed method, first, we map the object texture to a 3D human body model. Next, we assign postures in the motion capture database on the human body model and produce posture images by rendering the model from eight horizontally-surrounding directions. Finally, we compare the photography image with these posture images, and estimate the posture of the human body in the photography image. We compare the posture estimation results obtained by using RGB value, HOG feature and color histogram, and discuss the effectiveness of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
posture estimation / human body model / texture mapping / motion capture database / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 40, no. 5, ME2016-29, pp. 109-112, Feb. 2016. |
| Paper # |
ME2016-29 |
| Date of Issue |
2016-02-13 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Notes on Review |
This article is a technical report without peer review, and its polished version will be published elsewhere. |
| Download PDF |
|
| Conference Information |
| Committee |
ME |
| Conference Date |
2016-02-20 - 2016-02-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kanto Gakuin Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2016-02-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Human posture estimation using a texture image |
| Sub Title (in English) |
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| Keyword(1) |
posture estimation |
| Keyword(2) |
human body model |
| Keyword(3) |
texture mapping |
| Keyword(4) |
motion capture database |
| Keyword(5) |
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| 1st Author's Name |
Shingo Nakatani |
| 1st Author's Affiliation |
Yamaguchi University (Yamaguchi Univ.) |
| 2nd Author's Name |
Yoshiki Mizukami |
| 2nd Author's Affiliation |
Yamaguchi University (Yamaguchi Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2016-02-20 14:40:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2016-29 |
| Volume (vol) |
vol.40 |
| Number (no) |
no.5 |
| Page |
pp.109-112 |
| #Pages |
4 |
| Date of Issue |
2016-02-13 (ME) |