• DocumentCode
    19186
  • Title

    Finding the Needle in the Image Stack: Performance Metrics for Big Data Image Analysis

  • Author

    Miller, Kieran ; Morreale, P.

  • Volume
    21
  • Issue
    1
  • fYear
    2014
  • fDate
    Jan.-Mar. 2014
  • Firstpage
    84
  • Lastpage
    89
  • Abstract
    Explosive growth of images and video captured and recorded on computing devices has occurred in the last decade. With the emergence and widespread adoption of broadband Internet in the late 1990s and continuing to mobile and cellular phones, video and images are ubiquitous in all aspects of modern society. The challenge is how this visual data can be used and analyzed on a large scale and how the results of this analysis can be applied to society and its citizens.
  • Keywords
    Big Data; image processing; mobile computing; big data image analysis; broadband Internet; cellular phones; mobile phones; performance metrics; visual data; Benchmark testing; Big data; Information analysis; Internet; Legged locomotion; Multimedia communication; Streaming media; Big Data; image analysis; multimedia; multimedia applications;
  • fLanguage
    English
  • Journal_Title
    MultiMedia, IEEE
  • Publisher
    ieee
  • ISSN
    1070-986X
  • Type

    jour

  • DOI
    10.1109/MMUL.2014.6
  • Filename
    6756783