{"created":"2023-05-15T15:25:17.319249+00:00","id":12859,"links":{},"metadata":{"_buckets":{"deposit":"492b4686-d4b0-423c-81e5-426eb5e89bb7"},"_deposit":{"created_by":3,"id":"12859","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"12859"},"status":"published"},"_oai":{"id":"oai:sucra.repo.nii.ac.jp:00012859","sets":["94:426"]},"author_link":["20268","20267","20270","20269"],"item_119_biblio_info_8":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2005","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"10","bibliographicPageEnd":"2295","bibliographicPageStart":"2286","bibliographicVolumeNumber":"E88-D","bibliographic_titles":[{"bibliographic_title":"IEICE transactions on information and systems"}]}]},"item_119_date_31":{"attribute_name":"作成日","attribute_value_mlt":[{"subitem_date_issued_datetime":"2007-10-02","subitem_date_issued_type":"Created"}]},"item_119_description_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_description":"http://www.ieice.org/jpn/trans_online/index.html | http://www.ieice.org/jpn/trans_online/index.html","subitem_description_type":"Other"}]},"item_119_description_19":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper presents Dynamic Attention Map by Ising model for face detection. In general, a face detector can not know where faces there are and how many faces there are in advance. Therefore, the face detector must search the whole regions on the image and requires much computational time. To speed up the search, the information obtained at previous search points should be used effectively. In order to use the likelihood of face obtained at previous search points effectively, Ising model is adopted to face detection. Ising model has the two-state spins; \"up\" and \"down\". The state of a spin is updated by depending on the neighboring spins and an external magnetic field. Ising spins are assigned to \"face\" and \"non-face\" states of face detection. In addition, the measured likelihood of face is integrated into the energy function of Ising model as the external magnetic field. It is confirmed that face candidates would be reduced effectively by spin flip dynamics. To improve the search performance further, the single level Ising search method is extended to the multilevel Ising search. The interactions between two layers which are characterized by the renormalization group method is used to reduce the face candidates. The effectiveness of the multilevel Ising search method is also confirmed by the comparison with the single level Ising search method.","subitem_description_type":"Abstract"}]},"item_119_description_21":{"attribute_name":"注記","attribute_value_mlt":[{"subitem_description":"copyright(c)2005 IEICE\n許諾番号：07RB0174","subitem_description_type":"Other"}]},"item_119_description_29":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"text","subitem_description_type":"Other"}]},"item_119_description_30":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_119_publisher_11":{"attribute_name":"出版者名","attribute_value_mlt":[{"subitem_publisher":"社団法人電子情報通信学会"}]},"item_119_source_id_14":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"09168532","subitem_source_identifier_type":"ISSN"}]},"item_119_text_3":{"attribute_name":"著者 ローマ字","attribute_value_mlt":[{"subitem_text_value":"TANAKA, Masaru"},{"subitem_text_value":"MISHIMA, Taketoshi"},{"subitem_text_value":"HOTTA, Kazuhiro"},{"subitem_text_value":"KURITA, Takio"}]},"item_119_text_32":{"attribute_name":"アイテムID","attribute_value_mlt":[{"subitem_text_value":"A1003030"}]},"item_119_text_4":{"attribute_name":"著者 所属","attribute_value_mlt":[{"subitem_text_value":"埼玉大学工学部"},{"subitem_text_value":"埼玉大学工学部電気電子システム工学科"},{"subitem_text_value":"埼玉大学大学院理工学研究科"},{"subitem_text_value":"産業技術総合研究所脳神経情報研究部門"}]},"item_119_text_5":{"attribute_name":"著者 所属(別言語)","attribute_value_mlt":[{"subitem_text_value":"Faculty of Engineering, Saitama UniversityDepartment of Electrical and Electronic Systems, Faculty of Engineering, Saitama University"},{"subitem_text_value":"Department of Electrical and Electronic Systems, Faculty of Engineering, Saitama University"},{"subitem_text_value":"Department of Electrical and Electronic Systems, Faculty of Engineering, Saitama University"},{"subitem_text_value":"Neuroscience Research Institute, the National Institute of Advanced Industrial Science and Technology"}]},"item_119_text_9":{"attribute_name":"年月次","attribute_value_mlt":[{"subitem_text_value":"2005-10"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田中, 勝"},{"creatorName":"タナカ, マサル","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"三島, 健稔"},{"creatorName":"ミシマ, タケトシ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"堀田, 一弘"},{"creatorName":"ホッタ, カズヒロ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"栗田, 多喜夫"},{"creatorName":"クリタ, タキオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2018-01-24"}],"displaytype":"detail","filename":"A1003030.pdf","filesize":[{"value":"1.5 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"A1003030.pdf","url":"https://sucra.repo.nii.ac.jp/record/12859/files/A1003030.pdf"},"version_id":"754875a2-b61c-45e6-a21c-9da00d0807be"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Ising model","subitem_subject_scheme":"Other"},{"subitem_subject":"dynamic attention map","subitem_subject_scheme":"Other"},{"subitem_subject":"renormalization group","subitem_subject_scheme":"Other"},{"subitem_subject":"efficient search","subitem_subject_scheme":"Other"},{"subitem_subject":"face detection","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"An Efficient Search Method Based on Dynamic Attention Map by Ising Model(<Special Section>Image Recognition and Understanding)","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"An Efficient Search Method Based on Dynamic Attention Map by Ising Model(<Special Section>Image Recognition and Understanding)"}]},"item_type_id":"119","owner":"3","path":["426"],"pubdate":{"attribute_name":"公開日","attribute_value":"2007-10-02"},"publish_date":"2007-10-02","publish_status":"0","recid":"12859","relation_version_is_last":true,"title":["An Efficient Search Method Based on Dynamic Attention Map by Ising Model(<Special Section>Image Recognition and Understanding)"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-05-16T12:47:57.768285+00:00"}