| Paper Abstract and Keywords |
| Presentation |
2013-02-19 11:40
A study of visual features for detecting deer from road image sequences
Marie Katsurai, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In order to prevent deer-vehicle collisions, it is necessary to analyze and understand deer characteristics and their appearance patterns on roads. In our previous work, we presented an automatic deer detection method using contour features of moving objects as visual features. By contrast, it is well known that combining more than two kinds of features
extracted from images is an effective approach so as to improve performance of object recognition tasks. Thus, if multiple visual features are used to characterize deer appearance, performance improvement of our proposed deer detection method can be expected. In this paper, we study the effectiveness of several visual features for automatic deer detection from road image sequences. Experiments conducted on testing road image sequences show that combination of several visual features can improve performance of deer detection. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
deer-vehicle collision / deer detection / object detection / video processing / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 37, no. 8, ME2013-47, pp. 125-128, Feb. 2013. |
| Paper # |
ME2013-47 |
| 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 study of visual features for detecting deer from road image sequences |
| Sub Title (in English) |
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| Keyword(1) |
deer-vehicle collision |
| Keyword(2) |
deer detection |
| Keyword(3) |
object detection |
| Keyword(4) |
video processing |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(8) |
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| 1st Author's Name |
Marie Katsurai |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Miki Haseyama |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2013-02-19 11:40:00 |
| Presentation Time |
20 minutes |
| Registration for |
ME |
| Paper # |
HI2013-19, ME2013-47, AIT2013-19 |
| Volume (vol) |
vol.37 |
| Number (no) |
no.8 |
| Page |
pp.125-128 |
| #Pages |
4 |
| Date of Issue |
2013-02-11 (HI, ME, AIT) |
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