Effect of DCT Image Compression on Eye Gaze Direction Detection

Effect of DCT Image Compression on Eye Gaze Direction Detection

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 chal...

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Main Authors: Dimililer Kamil, Kirsal Ever Yoney, Somturk Cansu, Ergun Fulden, Urun Guner, Kara Mehmet
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:ITM Web of Conferences
Online Access:https://doi.org/10.1051/itmconf/20181601003
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spelling doaj-c824b12695af4a33b97c27680fb2987b2021-02-02T07:28:44ZengEDP SciencesITM Web of Conferences2271-20972018-01-01160100310.1051/itmconf/20181601003itmconf_amcse2018_01003Effect of DCT Image Compression on Eye Gaze Direction DetectionDimililer KamilKirsal Ever YoneySomturk CansuErgun FuldenUrun GunerKara MehmetThe 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.https://doi.org/10.1051/itmconf/20181601003
collection DOAJ
language English
format Article
sources DOAJ
author Dimililer Kamil
Kirsal Ever Yoney
Somturk Cansu
Ergun Fulden
Urun Guner
Kara Mehmet
spellingShingle Dimililer Kamil
Kirsal Ever Yoney
Somturk Cansu
Ergun Fulden
Urun Guner
Kara Mehmet
Effect of DCT Image Compression on Eye Gaze Direction Detection
ITM Web of Conferences
author_facet Dimililer Kamil
Kirsal Ever Yoney
Somturk Cansu
Ergun Fulden
Urun Guner
Kara Mehmet
author_sort Dimililer Kamil
title Effect of DCT Image Compression on Eye Gaze Direction Detection
title_short Effect of DCT Image Compression on Eye Gaze Direction Detection
title_full Effect of DCT Image Compression on Eye Gaze Direction Detection
title_fullStr Effect of DCT Image Compression on Eye Gaze Direction Detection
title_full_unstemmed Effect of DCT Image Compression on Eye Gaze Direction Detection
title_sort effect of dct image compression on eye gaze direction detection
publisher EDP Sciences
series ITM Web of Conferences
issn 2271-2097
publishDate 2018-01-01
description 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.
url https://doi.org/10.1051/itmconf/20181601003
work_keys_str_mv AT dimililerkamil effectofdctimagecompressiononeyegazedirectiondetection
AT kirsaleveryoney effectofdctimagecompressiononeyegazedirectiondetection
AT somturkcansu effectofdctimagecompressiononeyegazedirectiondetection
AT ergunfulden effectofdctimagecompressiononeyegazedirectiondetection
AT urunguner effectofdctimagecompressiononeyegazedirectiondetection
AT karamehmet effectofdctimagecompressiononeyegazedirectiondetection
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