The Role of Control Theory in Computer Vision and Image Processing

• CAMPS Octavia

  Electrical and Computer Engineering Department, Northeastern University

• SZNAIER Mario

  Electrical and Computer Engineering Department, Northeastern University

• ISHII Hideaki

  東京大学

Bibliographic Information

Other Title

• 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

Abstract

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.

Journal

• Journal of The Society of Instrument and Control Engineers

  Journal of The Society of Instrument and Control Engineers 46 (3), 206-214, 2007

  The Society of Instrument and Control Engineers

Keywords

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

Details

• CRID: 1390001206517629696
• NII Article ID: 130003698363
• NII Article ID: 10018868487
• NII Book ID: AN00072406
• DOI: 10.11499/sicejl1962.46.206
• ISSN: 18838170
• ISSN: 04534662
• NDL BIB ID: 8753376
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I8753376
• Text Lang: en
• Data Source:
  • JaLC
  • NDL
  • CiNii Articles
• Abstract License Flag: Disallowed