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Paper Abstract and Keywords
Presentation 2012-02-20 15:00
A note on accurate deer detection from road images using movement direction
Marie Katsurai, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Deer-vehicle collisions are becoming a serious problem world wide. In order to save the effort of manually mon-
itoring videos and establishing new far-infrared cameras, an automatic deer detection method from images taken by existing
visible light cameras is necessary. In this paper, we propose an accurate deer detection method using movement direction.
The proposed method consists of two steps: In the first step, we extract moving objects from road images using background
subtraction and then match them with deer contour templates to detect deer candidates. For this step, we create deer contour templates in several directions by using 3-D model, which does not require to manually collect a lot of deer image samples. In the second step, we estimate movement direction for each of the deer candidates by tracking it in an image sequence. Using the estimated movement direction, we verify each of the deer candidates, removing false positives and improving the performance of deer detection. Results of experiments conducted using road image sequences show the effectiveness of the proposed method and suggest possible directions of our future works.
Keyword (in Japanese) (See Japanese page) 
(in English) deer-vehicle collisions / object recognition / wildlife monitoring / video processing / deer detection / / /  
Reference Info. ITE Tech. Rep., vol. 36, no. 9, ME2012-44, pp. 67-71, Feb. 2012.
Paper # ME2012-44 
Date of Issue 2012-02-13 (HI, ME, AIT) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee ME AIT HI IEICE-IE IEICE-ITS  
Conference Date 2012-02-20 - 2012-02-21 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ME 
Conference Code 2012-02-ME-AIT-HI-IE-ITS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A note on accurate deer detection from road images using movement direction 
Sub Title (in English)  
Keyword(1) deer-vehicle collisions  
Keyword(2) object recognition  
Keyword(3) wildlife monitoring  
Keyword(4) video processing  
Keyword(5) deer detection  
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1st Author's Name Marie Katsurai  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Takahiro Ogawa  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Miki Haseyama  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker
Date Time 2012-02-20 15:00:00 
Presentation Time 20 
Registration for ME 
Paper # ITE-HI2012-6,ITE-ME2012-44,ITE-AIT2012-6 
Volume (vol) ITE-36 
Number (no) no.9 
Page pp.67-71 
#Pages ITE-5 
Date of Issue ITE-HI-2012-02-13,ITE-ME-2012-02-13,ITE-AIT-2012-02-13 


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