Open access Journal SINTA 1
Combination a Skeleton Filter and Reduction Dimension of Kernel PCA Based on Palmprint Recognition
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 6 No. 6 (2016)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2016-12-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Palmprint identification is part of biometric recognition, which attracted many researchers, especially when fusion with face identification that will be applied in the airport to hasten knowing individual identity. To accelerate the process of verification feature palms, dimension reduction method is the dominant technique to extract the feature information of palms.The mechanism will boost if the ROI images are processed prior to get normalize image enhancement.In this paper with three sample input database, a kernel PCA method used as a dimension reduction compared with three others and a skeleton filter used as a image enhancement method compared with six others. The final results show that the proposed method successfully achieve the target in terms of the processing time of $ 0.7415 $ second, the EER performance rate of 0.19 % and the success of verification process about 99,82 %.
Collaboration network of the authors
30 authors · 62 co-authorship links · 15 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universitas Gadjah Mada
- Muhammadiyah University of Surakarta
- Muhammadiyah University of Yogyakarta
- University of Technology Malaysia
- University of Brawijaya
- Sultan Agung Islamic University
- State University of Semarang
- Other organisations
- 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 |
|---|---|---|
| Adha Imam Cahyadi | Universitas Gadjah Mada | 10 |
| Iswanto Iswanto | Muhammadiyah University of Yogyakarta | 4 |
| Hari Maghfiroh | Affiliation unknown | 3 |
| Kuo Lung Lian | Affiliation unknown | 2 |
| Bwo Ren Ke | Affiliation unknown | 2 |
| Fakhriy Hario | Universitas Gadjah Mada | 2 |
| I Wayan Mustika | Universitas Gadjah Mada | 2 |
| Sevia Mahdaliza Idrus | University of Technology Malaysia | 2 |
| Sholeh Hadi P. | University of Brawijaya | 2 |
| Teguh Bharata Adji | Universitas Gadjah Mada | 2 |
| Hendri Himawan Triharminto | Universitas Gadjah Mada | 2 |
| Igi Ardiyanto | Universitas Gadjah Mada | 2 |
| Almido Haryanto Ginting | Universitas Gadjah Mada | 1 |
| Sri Arttini Dwi Prasetyowati | Sultan Agung Islamic University | 1 |
| Aris Budiman | Muhammadiyah University of Surakarta | 1 |
| Bambang Hari Purwoto | Muhammadiyah University of Surakarta | 1 |
| Zaenuri Zaenuri | State University of Semarang | 1 |
| Nuriana Rachmani Dewi | Affiliation unknown | 1 |
| Adha Mashur Sajiah | Universitas Halu Oleo | 1 |
| Noor Akhmad Setiawan | Affiliation unknown | 1 |
| Hanung Adi Nugroho | Universitas Gadjah Mada | 1 |
| Herryawan Pujiharsono | Affiliation unknown | 1 |
| Atikah Surriani | Affiliation unknown | 1 |
| Adha Imam Cahyadi | Affiliation unknown | 1 |
| Endro Yulianto | Poltekkes Kemenkes Surabaya | 1 |
| Thomas Sri Widodo | Affiliation unknown | 1 |
| Samekto Wibowo | Affiliation unknown | 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.