Face Detection System Using 1-Dimensional Haar Wavelet Transform Coefficients
| Main Authors: | Setyawan, Iwan, Timotius, Ivanna K., Febrianto, Andreas Ardian |
|---|---|
| Format: | Proceeding application/pdf |
| Bahasa: | eng |
| Terbitan: |
Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember Surabaya
, 2012
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| Subjects: | |
| Online Access: |
http://repository.uksw.edu/handle/123456789/234 |
Daftar Isi:
- The 6th International Conference on Information & Communication Technology and Systems (ICTS) 2010, Surabaya, September 28th, 2010
- A face detection system is an indispensible component of any automatic systems that deal with human faces. For example, a face recognition system has to rely on the face detection system to process the input image and locate the area of the image corresponding to a face. This area then becomes the input of the face recognition system for further processing. This paper presents a face detection system using 1 dimensional Haar wavelet transform coefficients as discriminating feature. A set of sample face images is used to generate the reference Haar wavelet coefficients. This reference is then used to find face candidates in the input image. Our results using this algorithm show that detection rate can reach 84.6%