| Paper Abstract and Keywords |
| Presentation |
2018-03-16 14:45
Multi-postures Human Extraction Using Coarse-to-Fine Method
Yosuke Kinoshita, Hiroki Takahashi (UEC) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Human detection is a technology that is used in various fields. It is, however trade-off between detection accuracy and precise extraction of the human region. The purpose of this paper is, therefore, to extract a precise human region using Coarse-to-Fine method. First, multi-postures human is detected by using Coarse Detector. Next, a precise human region is extracted using a Fine Detector. The extraction results were evaluated by the detection accuracy and the precision of the extracted region. The proposed method, the detection accuracy is 0.615 by the F-measure, and the precision of the extracted region is 0.814 by the IoU (Intersection over Union). The proposed method gets superiority both of the detection accuracy and the precision of the extracted region. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Human Detection / Coarse-to-Fine Method / HOG / SVM / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 42, no. 12, AIT2018-68, pp. 95-98, March 2018. |
| Paper # |
AIT2018-68 |
| Date of Issue |
2018-03-09 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| Conference Date |
2018-03-16 - 2018-03-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tokyo University of Technology |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
AIT |
| Conference Code |
2018-03-AIT-IIEEJ-AS-ARTS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Multi-postures Human Extraction Using Coarse-to-Fine Method |
| Sub Title (in English) |
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| Keyword(1) |
Human Detection |
| Keyword(2) |
Coarse-to-Fine Method |
| Keyword(3) |
HOG |
| Keyword(4) |
SVM |
| Keyword(5) |
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| 1st Author's Name |
Yosuke Kinoshita |
| 1st Author's Affiliation |
The University of Electro-Communications (UEC) |
| 2nd Author's Name |
Hiroki Takahashi |
| 2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
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| Speaker |
Author-1 |
| Date Time |
2018-03-16 14:45:00 |
| Presentation Time |
15 minutes |
| Registration for |
AIT |
| Paper # |
AIT2018-68 |
| Volume (vol) |
vol.42 |
| Number (no) |
no.12 |
| Page |
pp.95-98 |
| #Pages |
4 |
| Date of Issue |
2018-03-09 (AIT) |