Paper Abstract and Keywords |
Presentation |
2013-02-19 13:20
A Note on Soccer Player Tracking Using Elastic Model
-- Performance Improvement Based on New Potential Energy -- Kazuya Iwai, Sho Takahashi, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents an accurate player tracking method in far-view soccer videos. The proposed method defines dissimilarities between different player regions by using hue in HSV color space and the HOG descriptor. By using a new potential energy calculated based on the dissimilarities, we obtain the possibility of a target player region. In addition to the potential energy, we calculate an elastic energy based on an elastic model, which is obtained by connecting players with springs, and movement direction-based energy. The proposed method defines a new energy function represented by a linear combination of the three energies as an evaluation function for player tracking. Experimental results conducted using far-view soccer videos show the effectiveness of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
soccer video / player tracking / soccer tactics / elastic model / HOG / / / |
Reference Info. |
ITE Tech. Rep., vol. 37, no. 8, ME2013-49, pp. 135-139, Feb. 2013. |
Paper # |
ME2013-49 |
Date of Issue |
2013-02-11 (HI, ME, AIT) |
ISSN |
Print edition: ISSN 1342-6893 |
Download PDF |
|
Conference Information |
Committee |
IEICE-ITS IEICE-IE AIT HI ME |
Conference Date |
2013-02-18 - 2013-02-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
ITS Image Processsing, Image Medium, Vision, etc. |
Paper Information |
Registration To |
ME |
Conference Code |
2013-02-ITS-IE-AIT-HI-ME |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Note on Soccer Player Tracking Using Elastic Model |
Sub Title (in English) |
Performance Improvement Based on New Potential Energy |
Keyword(1) |
soccer video |
Keyword(2) |
player tracking |
Keyword(3) |
soccer tactics |
Keyword(4) |
elastic model |
Keyword(5) |
HOG |
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Kazuya Iwai |
1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
2nd Author's Name |
Sho Takahashi |
2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
3rd Author's Name |
Takahiro Ogawa |
3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
4th Author's Name |
Miki Haseyama |
4th Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2013-02-19 13:20:00 |
Presentation Time |
20 minutes |
Registration for |
ME |
Paper # |
HI2013-21, ME2013-49, AIT2013-21 |
Volume (vol) |
vol.37 |
Number (no) |
no.8 |
Page |
pp.135-139(HI), pp.135-139(ME), pp.1.5-139(AIT) |
#Pages |
5 |
Date of Issue |
2013-02-11 (HI, ME, AIT) |
|