Open access Jurnal SINTA 1
Image Processing for Rapidly Eye Detection based on Robust Haar Sliding Window
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 7 No. 2 (2017)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2017-04-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Object Detection using Haar Cascade Clasifier widely applied in several devices and applications as a medium of interaction between human and computer such as a tool control that utilizes the detection of eye movements. Obviously speed and precision in the detection process such as eyes, has an effect if implemented on a device. If the eye could not detect accurately, controlling device systems could reach bad detection as well. The proposed method can be used as an approach to detect the eye region of eye based on haar classifier method by means of modifying the direction of sliding window. In which, it was initially placed in the middle position of image on facial area by assuming the location of eyes area in the central region of the image. While the window region of conventional haar cascade scan the whole of image start from the left top corner. From the experiment by using our proposed method, it can speed up the the computation time and improve accuracy significantly reach to 92,4%.
Collaboration network of the authors
38 authors · 80 co-authorship links · 7 across different organisations
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- University of Brawijaya
- Institut Teknologi Sepuluh Nopember
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Fitra Abdurrachman Bachtiar | University of Brawijaya | 3 |
| Indriati Indriati | University of Brawijaya | 2 |
| Hurriyatul Fitriyah | University of Brawijaya | 2 |
| Rizal Maulana | University of Brawijaya | 2 |
| Randy Cahya Wihandika | University of Brawijaya | 2 |
| Muhammad Ali Fauzi | University of Brawijaya | 2 |
| Dahnial Syauqy | University of Brawijaya | 2 |
| Firnanda Al Islama Achyunda Putra | University of Brawijaya | 1 |
| Wayan Firdaus Mahmudy | University of Brawijaya | 1 |
| Agus Zainal Arifin | Institut Teknologi Sepuluh Nopember | 1 |
| Evy Kamilah Ratnasari | Institut Teknologi Sepuluh Nopember | 1 |
| Siti Mutrofin | Institut Teknologi Sepuluh Nopember | 1 |
| Fadhil Yusuf Rahadika | University of Brawijaya | 1 |
| Novanto Yudistira | University of Brawijaya | 1 |
| Chastine Fatichah | Institut Teknologi Sepuluh Nopember | 1 |
| Ratih Kartika Dewi | University of Brawijaya | 1 |
| Ihwanudien Hasan Robbani | University of Brawijaya | 1 |
| Enny Trisnawati | University of Brawijaya | 1 |
| Rakhmadina Noviyanti | University of Brawijaya | 1 |
| Afrizal Rivaldi | University of Brawijaya | 1 |
| Waskitha Wijaya | University of Brawijaya | 1 |
| Herman Tolle | University of Brawijaya | 1 |
| Putra Pandu Adikara | University of Brawijaya | 1 |
| Sigit Adinugroho | University of Brawijaya | 1 |
| Ovy Rochmawanti | University of Brawijaya | 1 |
| Rizky Maulana Iqbal | University of Brawijaya | 1 |
| Edy Santoso | University of Brawijaya | 1 |
| Raditya Rinandyaswara | University of Brawijaya | 1 |
| Muhammad Tanzil Furqon | University of Brawijaya | 1 |
| Rifki Akbar Siregar | University of Brawijaya | 1 |
| Alfisyar Jefry Pranata | University of Brawijaya | 1 |
| Edy Santoso | University of Brawijaya | 1 |
| Natasya Eldha Oktaviana | University of Brawijaya | 1 |
| Aisyah Awalina | University of Brawijaya | 1 |
| Muhammad Wafi | University of Brawijaya | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.