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システム/制御/情報 Vol. 34 (2021), No. 12

ISIJ International
belloff
オンライン版ISSN: 2185-811X
冊子版ISSN: 1342-5668
発行機関: THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)

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  1. Vol. 37 (2024)

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  37. Vol. 1 (1988)

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キーワードランキング

16 May. (Last 30 Days)

システム/制御/情報 Vol. 34 (2021), No. 12

Food Region Extraction Based on Saliency Detection Model

Ayako Kitada, Takuya Futagami, Noboru Hayasaka

pp. 311-318

DOI:

10.5687/iscie.34.311

抄録

In this paper, we propose a method that can automatically extract food regions from food images by using the saliency detection model based on a deep neural network (DNN) and the saliency thresholding method based on the average saliency value. Our experiment, using 125 food images from a food recording tool on smartphone applications, demonstrates that the proposed method significantly increased average F-measure by 4.22% or more compared with both the conventional method using local extrema and food extraction using DNN trained with 1017 food images. Our proposed method also increased average precision and recall by 0.13% or more and 11.38% or more, respectively. We also discussed the effectiveness and the future development of food extraction using the saliency detection model and saliency thresholding method on the basis of experimental results.

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小型無人船におけるセマンティックセグメンテーションによる単眼カメラ画像からの障害物検知の検討

向井 航太, 原 尚之, 小西 啓治

pp. 319-321

DOI:

10.5687/iscie.34.319
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小型無人船におけるセマンティックセグメンテーションによる単眼カメラ画像からの障害物検知の検討

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Ris

オンラインデータ駆動調整によるリアルタイム型参照信号整形

鈴木 元哉, 金子 修

pp. 322-324

DOI:

10.5687/iscie.34.322
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オンラインデータ駆動調整によるリアルタイム型参照信号整形

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