統計的リーチ特徴法に基づくロバスト画像照合

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2012/04/01

タイトル(英語): The Robust Template Matching by Statistical Reach Feature Method

著者名: 尾崎　竜史（筑波大学大学院システム情報工学研究科），佐藤　雄隆（産業技術総合研究所），岩田　健司（産業技術総合研究所），坂上　勝彦（産業技術総合研究所）

著者名(英語): Ryushi Ozaki (The University of Tsukuba, Graduate School of Systems and Information Engineering), Yutaka Satoh (Advanced Industrial Science and Technology), Kenji Iwata (Advanced Industrial Science and Technology), Katsuhiko Sakaue (Advanced Industrial Science and Technology)

キーワード: 統計的リーチ特徴，画像照合，外観検査，テンプレートマッチング　　statistical reach feature，image registration，appearance inspection，template matching

要約(英語): A novel method for image template matching with the robustness for various real-world disturbances is proposed. The method is based on statistical reach feature method. The method utilizes the set of signs of differences for selected pairs of points from the template image. The selection is performed from the statistical view-point. The concrete description of the method is presented plainly. The selection of thresholds in the method is argued. Experiments with various disturbances including illumination change, occlusion, and JPEG noise are shown. The analyses based on the noise models are performed to show theoretical background of the robustness of the method.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.132 No.4 （2012）

本誌掲載ページ: 570-583 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/132/4/132_4_570/_article/-char/ja/