• DocumentCode
    1299803
  • Title

    Multi-Resolution Design for Large-Scale and High-Resolution Monitoring

  • Author

    Chen, Kuan-Wen ; Lin, Chih-Wei ; Chiu, Tzu-Hsuan ; Chen, Mike Yen-Yang ; Hung, Yi-Ping

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    13
  • Issue
    6
  • fYear
    2011
  • Firstpage
    1256
  • Lastpage
    1268
  • Abstract
    Large-scale and high-resolution monitoring systems are ideal for many visual surveillance applications. However, existing approaches have insufficient resolution and low frame rate per second, or have high complexity and cost. We take inspiration from the human visual system and propose a multi-resolution design, e-Fovea, which provides peripheral vision with a steerable fovea that is in higher resolution. In this paper, we firstly present two user studies, with a total of 36 participants, to compare e-Fovea to two existing multi-resolution visual monitoring designs. The user study results show that for visual monitoring tasks, our e-Fovea design with steerable focus is significantly faster than existing approaches and preferred by users. We then present our design and implementation of e-Fovea, which combines both multi-resolution camera input and multi-resolution steerable projector output. Finally, we present our deployment of e-Fovea in three installations to demonstrate its feasibility.
  • Keywords
    image resolution; system monitoring; e-Fovea; high-resolution monitoring systems; human visual system; large-scale monitoring systems; multi resolution visual monitoring designs; Cameras; Monitoring; Multimedia communication; Surveillance; User interfaces; Hybrid dual-camera system; multi-resolution; steerable focus; user study; visual monitoring;
  • fLanguage
    English
  • Journal_Title
    Multimedia, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1520-9210
  • Type

    jour

  • DOI
    10.1109/TMM.2011.2165055
  • Filename
    5986718