Academic Journal
THE UTILIZATION OF EEG SIGNAL IN VIDEO COMPRESSION
| العنوان: | THE UTILIZATION OF EEG SIGNAL IN VIDEO COMPRESSION |
|---|---|
| المؤلفون: | Qasem Qananwah, Hussein Alzoubi, Ruba Banimfarij, Ahmad Dagamseh, Oliver Hayden |
| المصدر: | Jordanian Journal of Computers and Information Technology, Vol 05, Iss 3, Pp 263-274 (2019) |
| بيانات النشر: | Scientific Research Support Fund of Jordan (SRSF) and Princess Sumaya University for Technology (PSUT), 2019. |
| سنة النشر: | 2019 |
| المجموعة: | LCC:Information technology LCC:Electronic computers. Computer science |
| مصطلحات موضوعية: | video compression, eeg signal, mpeg-4, psnr, ssim, brainwaves, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95 |
| الوصف: | Due to technology advances in multimedia, larger storage spaces, large internet bandwidth and high-transmission speed are required for the transmission of videos. Video compression techniques play a vital role in reducing video size; therefore, smaller storage space and lower internet bandwidth are eventually required. In this paper, the EEG signal is used to modify the compression ratio of videos based on the interest of the viewer. This is performed by associating the compression ratio applied to the video with the degree of interest using a group of frames. This interest for a group of frames is measured using the EEG signal to demonstrate the viewer responses to videos. Statistical techniques applied to the EEG signal (such as peaks-over-threshold and time-of-peaks-over-thresholds) are used to extract the frames of interest. Peak signal-to-noise ratio (PSNR), Structural Similarity Index (SSIM) and Mean-Square Error (MSE) are used to compare the performance of the proposed technique with the MPEG-4 technique. The results show a reduction of 15 % in the video size compared with the MPEG-4 technique without deteriorating the quality of the videos |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2413-9351 2415-1076 |
| Relation: | http://jjcit.org/Volume%2005,%20Number%2003/8-DOI%2010.5455-jjcit.71-1564222281.pdf; https://doaj.org/toc/2413-9351; https://doaj.org/toc/2415-1076 |
| DOI: | 10.5455/jjcit.71-1564222281 |
| URL الوصول: | https://doaj.org/article/1b671111ffa2417caa48da34ea22e70d |
| رقم الانضمام: | edsdoj.1b671111ffa2417caa48da34ea22e70d |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 24139351 24151076 |
|---|---|
| DOI: | 10.5455/jjcit.71-1564222281 |