ACADSTAFF UGM

CREATION
Title : Development of Face Recognition System and Face Distance Estimation Using Stereo Vision Camera
Author :

Edi WInarno (1) Prof. Drs. Agus Harjoko, M.Sc., Ph.D. (2) Aniati Murni Arymuthy (3) Drs. Edi Winarko, M.Sc.,Ph.D. (4)
Date : 0 2014
Keyword : Face recognition, face distance estimation, stereo vision, wavelet, PCA, Mahalanobis Face recognition, face distance estimation, stereo vision, wavelet, PCA, Mahalanobis
Abstract : The research of face recognition and face distance estimation is a study that is being developed nowadays. This research proposes a model of face recognition by combining wavelet decomposition, PCA and Mahalanobis distance. This method will provide a better of recognition rate and will improve the computation time of face recognition. We also develop the measurement of distance between the face and the camera on the proposed face recognition system. We propose real-time distance estimation on face recognition system using stereo vision camera. We calculate the distance using stereo vision camera based on stereo triangulation method using two lenses. The two lenses of stereo vision camera are used to capture a face image and to determine the 3 dimensional points projected from 2 dimensional points. The calculation of distance is determined by the projection from stereo vision camera. The proposed system is capable to calculate the distance between face and camera on the proposed of face recognition. This research also suggests a correlation between recognition rate and the distance estimation between face and camera. The recognition rate of the proposed of face recognition can work well in the range of 50-350 cm in real-time conditions.
Group of Knowledge : Ilmu Komputer
Original Language : English
Level : Internasional
Status :
Published
Document
No Title Document Type Action
1 toc-JATIT - September 2014 Volume 67 No 3.pdf
Document Type : [PAK] Daftar Isi
[PAK] Daftar Isi View
2 Home page-JATIT.pdf
Document Type : [PAK] Halaman Cover
[PAK] Halaman Cover View
3 Editorial board JATIT.pdf
Document Type : [PAK] Halaman Editorial
[PAK] Halaman Editorial View
4 DEVELOPMENT OF FACE RECOGNITION SYSTEM.pdf
Document Type : [PAK] Full Dokumen
[PAK] Full Dokumen View
5 PR Development of Face Recognition System.pdf
Document Type : [PAK] Peer Review
[PAK] Peer Review View
6 Development of Face Recognition System and Face Distance Estimation Using Stereo Vision Camera.pdf
Document Type : [PAK] Cek Similarity
[PAK] Cek Similarity View