| Presentation | 2019-03-17 Detection of overlaping objects using Mask-RCNN Yeongseong Yang, Mutsuo Sano, Sho Ooi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Object detection technology is essential elements in human support services using robots. The environment in which objects to be recognized is placed changes constantly according to the user's daily life and customs. In this research, we propose a method that can detect overlapping objects using Mask - RCNN. By appropriately setting the threshold of the IoU value in the "Non-Maximum Suppression" of "Region Proposal network", overlapping objects are prevented from being excluded from region proposal. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Object Detection / Mask R-CNN |
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| Conference Information | |
| Committee | PRMU / BioX |
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| Conference Date | 2019/3/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Kazuhiko Sumi(AGU) |
| Vice Chair | Yoshihisa Ijiri(Omron) / Toru Tamaki(Hiroshima Univ.) / Hitoshi Imaoka(NEC) / Tetsushi Ohki(Shizuoka Univ.) |
| Secretary | Yoshihisa Ijiri(NEC) / Toru Tamaki(Osaka Univ.) / Hitoshi Imaoka(Fujitsu Labs.) / Tetsushi Ohki(Univ. of Electro-Comm.) |
| Assistant | Go Irie(NTT) / Yoshitaka Ushiku(Univ. of Tokyo) / Norihiro Okui(KDDI Research) / Daishi Watabe(Saitama Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detection of overlaping objects using Mask-RCNN |
| Sub Title (in English) | |
| Keyword(1) | Object Detection |
| Keyword(2) | Mask R-CNN |
| 1st Author's Name | Yeongseong Yang |
| 1st Author's Affiliation | Graduate school of Osaka Institute of Technology(OIT) |
| 2nd Author's Name | Mutsuo Sano |
| 2nd Author's Affiliation | Osaka Institute of Technology(OIT) |
| 3rd Author's Name | Sho Ooi |
| 3rd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
| Date | 2019-03-17 |
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| Volume (vol) | vol.118 |
| Number (no) | BioX-512,PRMU-513 |
| Page | pp.pp.-(), |
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