| Presentation | 2015-06-18 Pedestrian's Inattention Estimation based on Recognition of Texting While Walking from In-Vehicle Camera Images Fumito Shinmura, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hironobu Fujiyoshi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Since there is a high chance for a pedestrian of being hit by a car by inattentively jumping out into the street, it is important to recognize the existence of pedestrians who are not paying attention to their surrounding environment. This paper aims to estimate how much attention a pedestrian is paying to his/her surrounding environment. Especially, texting while walking is a representative care of inattention, it is ever considered as a social problem. Thus, we tackle to recognize if a pedestrian is using a smart phone or not, namely, texting while walking. Focusing on the fact that the postures of pedestrians who are using a smart phone are almost similar, we employ a HOG feature based SVM classifier. We show the classification results on a pedestrian dataset including pedestrians who were texting while walking. We also show the results of pedestrian's inattention estimation using the proposed method recognizing texting while walking. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Texting while walking / Recognition of pedestrian's attribute / Pedestrian's inattention estimation |
| Paper # | PRMU2015-46,SP2015-15,WIT2015-15 |
| Date of Issue | 2015-06-11 (PRMU, SP, WIT) |
| Conference Information | |
| Committee | WIT / SP / ASJ-H / PRMU |
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| Conference Date | 2015/6/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kiyohiko Nunokawa(Tokyo International Univ.) / Kazunori Mano(Shibaura Inst. of Tech.) / Masato Akagi(北陸先端大) / Eisaku Maeda(NTT) |
| Vice Chair | Chikamune Wada(Kyushu Inst. of Tech.) / Norihide Kitaoka(Tokushima Univ.) / Shigeto Furukawa(NTT) / Shuji Senda(NEC) / Seiichi Uchida(Kyushu Univ.) |
| Secretary | Chikamune Wada(Nagoya Inst. of Tech.) / Norihide Kitaoka(AIST) / Shigeto Furukawa(Tsukuba Univ. of Tech.) / Shuji Senda(Tokyo City Univ.) / Seiichi Uchida(Kobe Univ.) |
| Assistant | Tomohiro Amemiya(NTT) / Takeaki Shionome(Tsukuba Univ. of Tech.) / Manabi Miyagi(Tsukuba Univ. of Tech.) / Takashi Nose(Tohoku Univ.) / Taichi Asami(NTT) / / Kazuaki Kondo(Kyoto Univ.) / Akisato Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology / Technical Committee on Speech / * / Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Pedestrian's Inattention Estimation based on Recognition of Texting While Walking from In-Vehicle Camera Images |
| Sub Title (in English) | |
| Keyword(1) | Texting while walking |
| Keyword(2) | Recognition of pedestrian's attribute |
| Keyword(3) | Pedestrian's inattention estimation |
| 1st Author's Name | Fumito Shinmura |
| 1st Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 2nd Author's Name | Yasutomo Kawanishi |
| 2nd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 3rd Author's Name | Daisuke Deguchi |
| 3rd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 4th Author's Name | Ichiro Ide |
| 4th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 5th Author's Name | Hiroshi Murase |
| 5th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 6th Author's Name | Hironobu Fujiyoshi |
| 6th Author's Affiliation | Chubu University(Chubu Univ.) |
| Date | 2015-06-18 |
| Paper # | PRMU2015-46,SP2015-15,WIT2015-15 |
| Volume (vol) | vol.115 |
| Number (no) | PRMU-98,SP-99,WIT-100 |
| Page | pp.pp.83-88(PRMU), pp.83-88(SP), pp.83-88(WIT), |
| #Pages | 6 |
| Date of Issue | 2015-06-11 (PRMU, SP, WIT) |