<紀要論文>
弾性マッチングを用いた画像パターン認識のためのクラスタリング法に関する基礎的検討

作成者
本文言語
出版者
発行日
収録物名
開始ページ
終了ページ
出版タイプ
アクセス権
JaLC DOI
関連DOI
関連URI
関連情報
概要 A technique for setting standard patterns for image pattern recognition based on elastic matching is investigated. The proposed technique is a kind of clustering techniques, which generally provide st...andard patterns as the centroids of the distribution of training patterns in pattern space. In conventional clustering techniques, the centroid is defined as the local center of gravity under the metric of the Euclidean distance. Contrary to this, in the proposed technique an elastic matching distance is newly employed as the metric. Thus, the same elastic matching-based metric is consistently used at the standard pattern setting stage and the recognition stage with the proposed technique, whereas different metrics are inconsistently used in those stages with the conventional technique. From experimental results, it was shown that high recognition rates can be attained with the standard patterns provided by the proposed technique because of the consistency of the metric.続きを見る

本文ファイル

pdf p159 pdf 699 KB 180  

詳細

PISSN
EISSN
NCID
レコードID
査読有無
主題
登録日 2015.06.03
更新日 2020.11.02

この資料を見た人はこんな資料も見ています