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All Journal Perfecting a Video Game with Game Metrics Bulletin of Electrical Engineering and Informatics IJOG : Indonesian Journal on Geoscience Indonesian Journal on Geoscience JAREE (Journal on Advanced Research in Electrical Engineering) Indonesian Journal on Geoscience Jurnal Sistim Informasi dan Teknologi
Kusuma, Hendra Siswanto
Institut Teknologi Sepuluh Nopember
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Electrical & Electronics Engineering Engineering

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Journal : Perfecting a Video Game with Game Metrics

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Gabor-based Face Recognition with Illumination Variation using Subspace-Linear Discriminant Analysis Hendra Kusuma; Wirawan Wirawan; Adi Soeprijanto
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 10, No 1: March 2012
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v10i1.767

Abstract

            Face recognition has been an active research topic in the past few decades due to its potential applications. Accurate face recognition is still a difficult task, especially in the case that illumination is unconstrained. This paper presents an efficient method for the recognition of faces with different illumination by using Gabor features, which are extracted by using log-Gabor filters of six orientations and four scales. By Using sliding window algorithm, these features are extracted at image block-regions. Extracted features are passed to the principal component analysis (PCA) and then to linear discriminant analysis (LDA). For development and testing we used facial images from the Yale-B databases. The proposed method achieved 86–100 % rank 1 recognition rate.
Co-Authors Adi Soeprijanto Astria Nur Irfansyah Djoko Purwanto Fina Riandra Hasby Fahrudin Imam B. Sosrowidjojo Kelvin Liusiani Kharis Sugiarto Luqman Aji Kusumo Mohammad Nasrul Mubin Muhammad Attamimi Muhammad Rivai R.Y. Perry Burhan, R.Y. Perry Riandra, Fina Riandra, Fina Sosrowidjojo, Imam B. Sosrowidjojo, Imam B. Totok Mujiono, Totok Tri Arief Sardjono Wirawan Wirawan Zetra, Yulfi