コンピュータビジョンと画像処理における制御理論の役割

• CAMPS Octavia

  Electrical and Computer Engineering Department, Northeastern University

• SZNAIER Mario

  Electrical and Computer Engineering Department, Northeastern University

• 石井 秀明

  東京大学

書誌事項

タイトル別名

• The Role of Control Theory in Computer Vision and Image Processing

抄録

Dynamic vision and imaging systems can substantially improve our quality of life. However, key issues that must be addressed in order to deploy these systems are their potential fragility and the need to process vast amounts of information in real time. As we show in this paper, these issues can be addressed by using systems theoretic tools to recast a wide range of problems into a tractable convex optimization form. These ideas are illustrated with several applications including multiframe tracking, motion segmentation, texture analysis/synthesis and video reconstruction and inpainting.

収録刊行物

• 計測と制御

  計測と制御 46 (3), 206-214, 2007

  公益社団法人 計測自動制御学会

キーワード

• Multiframe Tracking
• Dynamic Motion Segmentation
• Texture Analysis
• Texture Inpaiting
• Robust Identification
• Model (In) Validation
• Caratheodory Fejer Interpolation

詳細情報

• CRID: 1390001206517629696
• NII論文ID: 130003698363
• NII論文ID: 10018868487
• NII書誌ID: AN00072406
• DOI: 10.11499/sicejl1962.46.206
• ISSN: 18838170
• ISSN: 04534662
• NDL書誌ID: 8753376
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I8753376
• 本文言語コード: en
• データソース種別:
  • JaLC
  • NDL
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可