Automatic Construction of Accurate Image Processing using AdaBoost

5th International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2009 296-301 頁 2009-11 発行
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タイトル ( eng )
Automatic Construction of Accurate Image Processing using AdaBoost
作成者
Ando Jun
Nagao Tomoharu
収録物名
5th International Workshop on Computational Intelligence & Applications Proceedings : IWCIA 2009
開始ページ 296
終了ページ 301
抄録
Image processing and recognition technologies are required to solve various problems. We have already proposed the system which automatically constructs image processing with Genetic Programming (GP), Automatic Construction of Tree-structural Image Transformation (ACTIT). However, it is difficult to construct an accurate image processing for all training image sets if they have various characteristics. In this paper, we propose ACTIT-Boost which automatically constructs an accurate image processing by employing Adaptive Boosting (AdaBoost) to ACTIT. It learns training image sets and their areas which are difficultly approximated to target images in particular. We show experimentally that ACTIT-Boost is more effective in comparison with ordinary ACTIT.
NDC分類
技術・工学 [ 500 ]
言語
英語
資源タイプ 会議発表論文
出版者
IEEE SMC Hiroshima Chapter
発行日 2009-11
権利情報
(c) Copyright by IEEE SMC Hiroshima Chapter.
出版タイプ Version of Record(出版社版。早期公開を含む)
アクセス権 オープンアクセス
収録物識別子
[ISSN] 1883-3977
[URI] http://www.hil.hiroshima-u.ac.jp/iwcia/2009/