DocumentCode :
3073673
Title :
Face Recognition using morphological method
Author :
Tiwari, Ritu ; Shukla, Anupam ; Prakash, Chandra ; Sharma, Dhirender ; Kumar, Rishi ; Sharma, Sourabh
Author_Institution :
Dept. of Inf. Commun. & Technol., Indian Inst. of Inf. Technol. & Manage., Gwalior
fYear :
2009
fDate :
6-7 March 2009
Firstpage :
529
Lastpage :
534
Abstract :
In this paper we discussed and implemented Morphological method for face recognition using fiducial points. A new technique for extracting facial features is suggested here. This method is independent of the face expressions. In recognition process, these fiducial point are fed as inputs to a Back propagation neural network for learning and identifying a person. So with the help of this technique, recognition is applied under various facial expressions. This algorithm is tested on Grimice Database and compared with existing feature extraction techniques PCA and R-LDA. Morphological method is able to give recognition results better than PCA extracted features.
Keywords :
backpropagation; face recognition; feature extraction; neural nets; principal component analysis; Grimice database; PCA; R-LDA; backpropagation neural network; face recognition; facial feature extraction; fiducial points; morphological method; Biometrics; Data security; Face detection; Face recognition; Facial features; Feature extraction; Fingerprint recognition; Humans; Principal component analysis; Spatial databases; Edge detection; Face Recognition; Facial features; Feature extraction; Morphological Method Image processing; fiducial point;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advance Computing Conference, 2009. IACC 2009. IEEE International
Conference_Location :
Patiala
Print_ISBN :
978-1-4244-2927-1
Electronic_ISBN :
978-1-4244-2928-8
Type :
conf
DOI :
10.1109/IADCC.2009.4809067
Filename :
4809067
Link To Document :
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