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Estimation of Plasma Emission Transition Using Hidden Markov Model
http://hdl.handle.net/10655/00013276
http://hdl.handle.net/10655/00013276779a8e79-6416-4aef-bb22-137503687b10
名前 / ファイル | ライセンス | アクション |
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11667_PFR (3.2 MB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2022-06-24 | |||||
タイトル | ||||||
タイトル | Estimation of Plasma Emission Transition Using Hidden Markov Model | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | hidden Markov model | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | video | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | plasma | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | similarity | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | estimation | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者 |
NAKAGAWA, Shota
× NAKAGAWA, Shota× HOCHIN, Teruhisa× NOMIYA, Hiroki× NAKANISHI, Hideya |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | This study proposes a method for estimating plasma-emission transitions from plasma-emission videos using a hidden Markov model (HMM). The proposed method retrieves similar videos and learns model parameters from them. The plasma-emission characteristics that we have employed are color, brightness, position, shape, and the speed at which the brightness of a plasma emissions changes. Multiple HMMs based on these plasma-emission characteristics are employed to represent the plasma-emission patterns. The anticipated plasma-emission transitions are estimated using state-transition probabilities from the generated model. Experimental results are used to confirm that the proposed methods are effective in identifying similar plasma videos and estimating probable future states of the plasma. | |||||
書誌情報 |
Plasma and Fusion Research 巻 13, 号 Special Issue 2, p. 3405117, 発行日 2018-09-25 |
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書誌的事項 | ||||||
the 26th International Toki Conference (ITC-26) —New Era in Plasma and Fusion Research— & the 11th Asia Plasma and Fusion Association Conference (APFA-11) | ||||||
出版者 | ||||||
出版者 | The Japan Society of Plasma Science and Nuclear Fusion Research | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 1880-6821 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA12346675 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.1585/pfr.13.3405117 | |||||
権利 | ||||||
権利情報 | (c) 2018 The Japan Society of Plasma Science and Nuclear Fusion Research | |||||
関連サイト | ||||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1585/pfr.13.3405117 | |||||
関連名称 | Publisher version | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
NAIS | ||||||
11667 |