Abstract:
Ethnic Facial Feature is one of the most important face features. We create a face database of ethnic groups and extract facial features by using face recognition technol...Show MoreNotes: Expression of Concern: "Ethnic Features Extraction and Recognition of Human Faces," by X.-D. Duan, C.-R. Wang, X.-D. Liu, Z.-jJ Li, J. Wu and H.-l. Zhang, in the Proceedings of the 2nd International Conference on Advanced Computer Control, 2010, pp. 125-130. This article involves a study conducted on human subjects. Concerns were raised regarding the possibility that informed consent was not received from subjects used in the study. At the time of publication, IEEE policy did not require authors to submit confirmation of informed consent. IEEE did not receive a response from the authors related to the concerns. Therefore, IEEE cannot confirm that the subjects used in this study gave informed consent to be included.
Metadata
Abstract:
Ethnic Facial Feature is one of the most important face features. We create a face database of ethnic groups and extract facial features by using face recognition technology. In the feature extraction method, we adapt the algebra and geometry features from face database. In algebra features, LDA algorithm extracting the algebraic features of human face images is used. The paper also constructs a new face template to extract the geometric features and locates the points of face templates by using Gabor Wavelet. KNN and C5.0 Classifiers are used to learn the train dataset. The result indicates that the average recognition accuracy rates of Tibetan, Uighur and Zhuang ethnic groups can reach 79% by algebraic features and 90.95% by geometry features.
Notes: Expression of Concern: "Ethnic Features Extraction and Recognition of Human Faces," by X.-D. Duan, C.-R. Wang, X.-D. Liu, Z.-jJ Li, J. Wu and H.-l. Zhang, in the Proceedings of the 2nd International Conference on Advanced Computer Control, 2010, pp. 125-130. This article involves a study conducted on human subjects. Concerns were raised regarding the possibility that informed consent was not received from subjects used in the study. At the time of publication, IEEE policy did not require authors to submit confirmation of informed consent. IEEE did not receive a response from the authors related to the concerns. Therefore, IEEE cannot confirm that the subjects used in this study gave informed consent to be included.
Date of Conference: 27-29 March 2010
Date Added to IEEE Xplore: 17 June 2010
ISBN Information:
Contents 