Presentation | 2022-11-24 Evaluation of an Offloading Method for Object Detection with Mixed Reality Devices Mitsuhiro Yamashita, Masaki Bandai, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Object detection method has significant potential to extend mixed reality (MR) in various fields, but it is difficult to execute processing on current MR devices that have limited computing resources. In this paper, we propose an offloading method for object detection using the eye-tracking function of MR devices to determine whether it is necessary to offload the processing of object detection to an edge server that reduces the processing load of MR devices. We implement and evaluate the proposed method using an actual MR device to confirm its effectiveness. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Mixed Reality (MR) / Object detection / Edge computing / Eye tracking |
Paper # | NS2022-112 |
Date of Issue | 2022-11-17 (NS) |
Conference Information | |
Committee | NS / ICM / CQ |
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Conference Date | 2022/11/24(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Humanities and Social Sciences Center, Fukuoka Univ. + Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Network quality, Network measurement/management, Network virtualization, Network service, Blockchain, Security, Network intelligence/AI, etc. |
Chair | Tetsuya Oishi(NTT) / Yuji Nomura(Fujitsu) / Jun Okamoto(NTT) |
Vice Chair | Takumi Miyoshi(Shibaura Insti of Tech.) / Yu Miyoshi(NTT) / Eiji Takahashi(NEC) / Takefumi Hiraguri(Nippon Inst. of Tech.) / Gou Hasegawa(Tohoku Univ.) |
Secretary | Takumi Miyoshi(NTT) / Yu Miyoshi(Kogakuin Univ.) / Eiji Takahashi(NTT) / Takefumi Hiraguri(Fujitsu) / Gou Hasegawa(NTT) |
Assistant | Kotaro Mihara(NTT) / Ryo Yamamoto(Univ. of Electro-Comm) / Kimiko Kawashima(NTT) / Ryo Nakamura(Fukuoka Univ.) / Toshiro Nakahira(NTT) / Kenta Tsukatsune(Tokyo Metroplitan Univ.) |
Paper Information | |
Registration To | Technical Committee on Network Systems / Technical Committee on Information and Communication Management / Technical Committee on Communication Quality |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Evaluation of an Offloading Method for Object Detection with Mixed Reality Devices |
Sub Title (in English) | |
Keyword(1) | Mixed Reality (MR) |
Keyword(2) | Object detection |
Keyword(3) | Edge computing |
Keyword(4) | Eye tracking |
1st Author's Name | Mitsuhiro Yamashita |
1st Author's Affiliation | Sophia University(Sophia Univ.) |
2nd Author's Name | Masaki Bandai |
2nd Author's Affiliation | Sophia University(Sophia Univ.) |
Date | 2022-11-24 |
Paper # | NS2022-112 |
Volume (vol) | vol.122 |
Number (no) | NS-274 |
Page | pp.pp.71-74(NS), |
#Pages | 4 |
Date of Issue | 2022-11-17 (NS) |