書誌事項
- タイトル別名
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- Multiple Clothes Recognition Using Mask R-CNN for Robot Manipulation
抄録
<p>In a super-ageing society, automating washing, which is a heavy burden among housework, helps to support the lives of elderly people. Among washing automation, the accuracy of clothing identification images obtained from a robot camera greatly influences on the subsequent operation of clothes. In this research, we aim to correctly recognize each garment from multiple clothes. We perform instance segmentation of images containing multiple clothes by Mask R - CNN which is a latest Deep Learning method. We also define the extent of overlapping of clothes as complexity and evaluate the degree to which accuracy is related to complexity.</p>
収録刊行物
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- ロボティクス・メカトロニクス講演会講演概要集
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ロボティクス・メカトロニクス講演会講演概要集 2019 (0), 2P2-J02-, 2019
一般社団法人 日本機械学会
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キーワード
詳細情報 詳細情報について
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- CRID
- 1390846609787090560
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- NII論文ID
- 130007775267
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- ISSN
- 24243124
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可