Knowledge Acquisition System on Structured Models of Target Object to Take Environmental Changes Into Account

• Yano Yoshikazu

  Graduate School of Economics, Nagoya University

• Maemoto Hiroki

  Graduate School of Engineering, Nagoya University

• Okuma Shigeru

  Graduate School of Engineering, Nagoya University

Bibliographic Information

Other Title

• 撮像環境の変化に追従するオブジェクトベースの物体表現モデルの獲得
• サツゾウ カンキョウ ノ ヘンカ ニ ツイジュウスル オブジェクト ベース ノ ブッタイ ヒョウゲン モデル ノ カクトク

Abstract

When we recognize target objects in the real world, we are required the deal with abstract information of target objects such as cars or persons. In pattern matching techniques, enormous quantity of data are dealt with for describing the target objects. We propose new knowledge acquisition system which can describe abstract information of the target objects. This system treats the object as the combination of common elemental objects, and obtains feature property of each object as the knowledge for the object. It can realize data compression and improvement of versatility. The performance of recognition with obtained knowledge is affected by environmental changes. Therefore, this system changes its thresholds of the sharpness according to the environmental condition.

Journal

• IEEJ Transactions on Electronics, Information and Systems

  IEEJ Transactions on Electronics, Information and Systems 127 (3), 345-352, 2007

  The Institute of Electrical Engineers of Japan

Keywords

• knowledge acquisition, object recognition, object aspect, ITS, GMM

Details

• CRID: 1390282679581639936
• NII Article ID: 10018738197
• NII Book ID: AN10065950
• DOI: 10.1541/ieejeiss.127.345
• ISSN: 13488155
• ISSN: 03854221
• NDL BIB ID: 8728407
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I8728407
• Web Site: http://www.jstage.jst.go.jp/article/ieejeiss/127/3/127_3_345/_pdf
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
• Abstract License Flag: Disallowed