Presentation 2022-11-24
Evaluation of an Offloading Method for Object Detection with Mixed Reality Devices
Mitsuhiro Yamashita, Masaki Bandai,
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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
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
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)