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Paper Abstract and Keywords
Presentation 2017-03-08 14:00
A saliency estimation model for egocentric motion patterns considering receptive field properties of early visual system and higher order motion detection mechanisms
Mitsuhiro Kodama, Takeshi Kohama (Kindai Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this study is to construct a mathematical model which predicts saliency regions in high-speed egocentric-motion movies. The proposed model was considered the spatial differentiation by the center-surround organization of receptive fields, time response characteristics which generate visual adaptation, and motion feature extraction by higher order motion detection mechanism in the middle tempral area (MT) and the medial superior temporal area (MST). We simulated by using high-speed egocentric-motion movies, filmed by an embedded camera in a driving vehicle, and compared it with human scan-path data. The simulation results indicate that the proposed model detects more salient objects around the vanishing point than the conventional saliency based model. The moving-NSS scores, the index of prediction-accuracy of focal attention area, are significantly higher in our model than those of the conventional saliency estimation models. These results suggest that the proposed model is able to predict the focal attention area similar to the human visual perception in the high-speed self-motion image.
Keyword (in Japanese) (See Japanese page) 
(in English) Saliency map / Early Visual System / Visual area MT / / / / /  
Reference Info. ITE Tech. Rep., vol. 41, no. 9, HI2017-56, pp. 13-16, March 2017.
Paper # HI2017-56 
Date of Issue 2017-03-01 (HI) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee HI  
Conference Date 2017-03-08 - 2017-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo University of Agriculture and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To HI 
Conference Code 2017-03-HI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A saliency estimation model for egocentric motion patterns considering receptive field properties of early visual system and higher order motion detection mechanisms 
Sub Title (in English)  
Keyword(1) Saliency map  
Keyword(2) Early Visual System  
Keyword(3) Visual area MT  
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1st Author's Name Mitsuhiro Kodama  
1st Author's Affiliation Kindai University (Kindai Univ.)
2nd Author's Name Takeshi Kohama  
2nd Author's Affiliation Kindai University (Kindai Univ.)
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Speaker
Date Time 2017-03-08 14:00:00 
Presentation Time 25 
Registration for HI 
Paper # ITE-HI2017-56 
Volume (vol) ITE-41 
Number (no) no.9 
Page pp.13-16 
#Pages ITE-4 
Date of Issue ITE-HI-2017-03-01 


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