Face Recognition using morphological method

被引：5

作者：

Tiwari, Ritu ^{[1
]}

Shukla, Anupam ^{[1
]}

Prakash, Chandra ^{[1
]}

Sharma, Dhirender ^{[1
]}

Kumar, Rishi ^{[1
]}

Sharma, Sourabh ^{[1
]}

机构：

[1] Indian Inst Informat Technol & Management Gwalior, Dept Informat Commun & Technol, Gwalior, India

来源：

2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3 | 2009年

关键词：

Edge detection; Face Recognition; Facial features; Feature extraction; Morphological Method Image processing; fiducial point;

D O I：

10.1109/IADCC.2009.4809067

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

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.

引用

页码：529 / 534

页数：6

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