ITM Web of Conferences (Jan 2018)

Effect of DCT Image Compression on Eye Gaze Direction Detection

  • Dimililer Kamil,
  • Kirsal Ever Yoney,
  • Somturk Cansu,
  • Ergun Fulden,
  • Urun Guner,
  • Kara Mehmet

DOI
https://doi.org/10.1051/itmconf/20181601003
Journal volume & issue
Vol. 16
p. 01003

Abstract

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The prediction of eye direction detection is the one of the popular research topic in human computer interaction area. This paper defines eye gaze detection by using Discrete Cosine Transform. Actually, determining the position of eyes is difficult to estimate the location of gaze which is more challenging. The database of the suggested research is organized as gaze directions of right, left and centre. The database is created with varied ages of images. In this paper, Discrete Cosine Transform has been applied to the image database and the effect of image compression is tested by using back propagation neural networks.