EKSTRAKSI CIRI WAJAH MENGGUNAKAN IMPROVED HARMONY SEARCH ALGORITHM
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Institusion

Universitas Sriwijaya

Author

ARIEF WIJAYA (STUDENT ID : 09021181320065)
Saparudin Saparudin (LECTURER ID : 0012046906)
Kanda Januar Miraswan (LECTURER ID : 0009019002)

Subject

T58.5 General works Management information systems Cf. HD30.213 Industrial management Cf. HF5549.5.C6+ Communication in personnel management Cf. TS158.6 Automatic data collection systems (Production control) 

Datestamp

2019-10-16 07:45:58 

Abstract :
Improved Harmony Search Algorithm (IHSA), Harmony Search Algorithm (HSA) and Genetic Algorithm (GA) have been applied to this study to extract facial features based on edges with horizontal directions. This study used 100 images from 20 different faces of the California Institute of Technology. The results show that IHSA is better in terms of accuracy, speed and performance compared to HSA and GA. IHSA has an average accuracy of 76.24501% in just 0.0718 seconds average time, HSA 75.86093% in 0.07224 seconds average time and GA 74.30174% takes an average time of 3.64858 seconds 

File :
RAMA_ 55201_ 09021181320065.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_01_front_ref.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_02.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_03.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_04.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_05.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_06_ref.pdf
RAMA_ 55201_ 09021181320065_0012046906_0009019002_07_lamp.pdf