• DocumentCode
    448860
  • Title

    Fast image adaptation driven by people presence

  • Author

    Valdes, Victor ; Martinez, Jose M.

  • Author_Institution
    Grupo de Tratamiento de Imageries, Univ. Autonoma de Madrid, Madrid, Spain
  • fYear
    2005
  • fDate
    Nov. 30 2005-Dec. 1 2005
  • Firstpage
    199
  • Lastpage
    204
  • Abstract
    This paper describes an image adaptation system based on the management of regions of interest (ROIs) before its coding. The system provides a set of tools for ROI classification, filtering and merging in an efficient way. The proposed tools can be applied to any binary segmentation mask created by any semantic content-based algorithm, but in this paper the system is customized to drive the adaptation based on people presence. In order to detect presence of people, the segmentation algorithm works looking for flesh colour zones. In order to get a final set of regions of interest (ROIs), after the flesh colour regions are found they are filtered and merged depending on their size, shape, density and other parameters values customized by the conditions imposed by looking for people. Once we have the final set of ROIs there are two possibilities for coding. The first possibility is to code them using the JPEG2000 ROI encoding capabilities which provide file size reduction by codifying the less important zones of the image with reduced quality. The other possibility is the selection of main zones of the image fitting in a particular spatial resolution (aimed to limited resolution terminal adaptation) trying to englobe the most significant ROIs.
  • Keywords
    image classification; image coding; image colour analysis; image resolution; image segmentation; JPEG2000 ROI encoding; ROI classification; binary segmentation mask; image adaptation; image fitting; region-of-interest; semantic content-based algorithm; spatial resolution;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Integration of Knowledge, Semantics and Digital Media Technology, 2005. EWIMT 2005. The 2nd European Workshop on the (Ref. No. 2005/11099)
  • Conference_Location
    London
  • ISSN
    0537-9989
  • Print_ISBN
    0-86341-595-4
  • Type

    conf

  • Filename
    1575981