| Presentation | 2019-11-06 [Poster Presentation] Performance Evaluations of Human Detection Method using 360-degree Image toward Sidewalk Congestion Estimation Kazuki Murayama, Kenji Kanai, Masaru Takeuchi, Jiro Katto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we evaluate the performance of human detection method using 360-degree images to estimate the sidewalk congestion level. Because the 360-degree image is captured by an omnidirectional camera, performed the image stitching, and transformed by equirectangular projection, the captured 360-degree image is distorted. Therefore, to detect humans with higher accuracy and longer distance, we do not use the distorted 360-degree image but use the “corrected” image by projection method. In addition, to maintain an advantage of high resolution, we extract the image corresponding to a certain field of view from the corrected image. By performing the process, we validate the improvement of detection distance. Furthermore, we attempt to detection pedestrians on the sidewalk around Waseda University. In the experiment, we adopt gnomonic projection as a projection method and YOLOv3 as a human detection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 360-degree video / Human detection / Congestion estimation |
| Paper # | SRW2019-30,SeMI2019-74,CNR2019-24 |
| Date of Issue | 2019-10-29 (SRW, SeMI, CNR) |
| Conference Information | |
| Committee | SRW / SeMI / CNR |
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| Conference Date | 2019/11/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kozo Keisaku Engineering Inc. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IoT Workshop (Oral or Poster presentation) |
| Chair | Satoshi Denno(Okayama Univ.) / Susumu Ishihara(Shizuoka Univ.) / Kazunori Takashio(Keio Univ.) |
| Vice Chair | Keiichi Mizutani(Kyoto Univ.) / Kazuya Monden(Hitachi) / Koji Yamamoto(Kyoto Univ.) / Masayuki Kanbara(NAIST) / Yoshihiko Murakawa(Fujitsu Labs.) |
| Secretary | Keiichi Mizutani(Tokyo Inst. of Tech.) / Kazuya Monden(Anritsu) / Koji Yamamoto(Kyoto Univ.) / Masayuki Kanbara(NTT DOCOMO) / Yoshihiko Murakawa(Hitachi) |
| Assistant | Masaaki Fuse(Anritsu) / Tomoki Murakami(NTT) / Akira Uchiyama(Osaka Univ.) / Kenji Kanai(Waseda Univ.) / Masafumi Hashimoto(Osaka Univ.) / Yuka Kobayashi(Toshiba) / Masanori Yokoyama(ＮＴＴ) |
| Paper Information | |
| Registration To | Technical Committee on Short Range Wireless Communications / Technical Committee on Sensor Network and Mobile Intelligence / Technical Committee on Cloud Network Robotics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Performance Evaluations of Human Detection Method using 360-degree Image toward Sidewalk Congestion Estimation |
| Sub Title (in English) | |
| Keyword(1) | 360-degree video |
| Keyword(2) | Human detection |
| Keyword(3) | Congestion estimation |
| 1st Author's Name | Kazuki Murayama |
| 1st Author's Affiliation | Waseda University(Waseda Univ) |
| 2nd Author's Name | Kenji Kanai |
| 2nd Author's Affiliation | Waseda University(Waseda Univ) |
| 3rd Author's Name | Masaru Takeuchi |
| 3rd Author's Affiliation | Waseda University(Waseda Univ) |
| 4th Author's Name | Jiro Katto |
| 4th Author's Affiliation | Waseda University(Waseda Univ) |
| Date | 2019-11-06 |
| Paper # | SRW2019-30,SeMI2019-74,CNR2019-24 |
| Volume (vol) | vol.119 |
| Number (no) | SRW-265,SeMI-266,CNR-267 |
| Page | pp.pp.45-46(SRW), pp.65-66(SeMI), pp.43-44(CNR), |
| #Pages | 2 |
| Date of Issue | 2019-10-29 (SRW, SeMI, CNR) |