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transinf.2018EDP7146.pdf | 1.69 MB | Adobe PDF | 見る/開く |
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DCフィールド | 値 | 言語 |
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dc.contributor.author | Chen, Longfei | en |
dc.contributor.author | Nakamura, Yuichi | en |
dc.contributor.author | Kondo, Kazuaki | en |
dc.contributor.author | Mayol-Cuevas, Walterio | en |
dc.contributor.alternative | 中村, 裕一 | ja |
dc.contributor.alternative | 近藤, 一晃 | ja |
dc.date.accessioned | 2019-04-15T02:19:45Z | - |
dc.date.available | 2019-04-15T02:19:45Z | - |
dc.date.issued | 2019-02-01 | - |
dc.identifier.issn | 0916-8532 | - |
dc.identifier.issn | 1745-1361 | - |
dc.identifier.uri | http://hdl.handle.net/2433/240836 | - |
dc.description.abstract | This paper presents an approach to analyze and model tasks of machines being operated. The executions of the tasks were captured through egocentric vision. Each task was decomposed into a sequence of physical hand-machine interactions, which are described with touch-based hotspots and interaction patterns. Modeling the tasks was achieved by integrating the experiences of multiple experts and using a hidden Markov model (HMM). Here, we present the results of more than 70 recorded egocentric experiences of the operation of a sewing machine. Our methods show good potential for the detection of hand-machine interactions and modeling of machine operation tasks. | en |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | - |
dc.publisher | Institute of Electronics, Information and Communications Engineers (IEICE) | en |
dc.publisher.alternative | 電子情報通信学会 | ja |
dc.rights | 許諾条件に基づいて掲載しています。 | ja |
dc.subject | egocentric vision | en |
dc.subject | machine operation experiences | en |
dc.subject | hotspots | en |
dc.subject | RGB-D | en |
dc.subject | task modeling | en |
dc.title | Hotspot Modeling of Hand-machine Interaction Experiences from a Head-mounted RGB-D Camera | en |
dc.type | journal article | - |
dc.type.niitype | Journal Article | - |
dc.identifier.jtitle | IEICE Transactions on Information and Systems | en |
dc.identifier.volume | E102-D | - |
dc.identifier.issue | 2 | - |
dc.identifier.spage | 319 | - |
dc.identifier.epage | 330 | - |
dc.relation.doi | 10.1587/transinf.2018EDP7146 | - |
dc.textversion | publisher | - |
dc.address | Graduate School of Engineering, Kyoto University | en |
dc.address | Academic Center for Computing and Media Studies, Kyoto University | en |
dc.address | Academic Center for Computing and Media Studies, Kyoto University | en |
dc.address | Department of Computer Science, University of Bristol | en |
dc.relation.url | http://www.ieice.org/jpn/books/transaction.html | - |
dcterms.accessRights | open access | - |
出現コレクション: | 学術雑誌掲載論文等 |
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