JOURNAL ARTICLE

Perceived Gender Classification from Face Images

Hlaing Htake Khaung Tin

Year: 2012 Journal:   International Journal of Modern Education and Computer Science Vol: 4 (1)Pages: 12-18

Abstract

Perceiving human faces and modeling the distinctive features of human faces that contribute most towards face recognition are some of the challenges faced by computer vision and psychophysics researchers.There are many methods have been proposed in the literature for the facial features and gender classification.However, all of them have still disadvantage such as not complete reflection about face structure, face texture.The features set is applied to three different applications: face recognition, facial expressions recognition and gender classification, which produced the reasonable results in all database.In this paper described two phases such as feature extraction phase and classification phase.The proposed system produced very promising recognition rates for our applications with same set of features and classifiers.The system is also realtime capable and automatic.

Keywords:
Computer science Face (sociological concept) Artificial intelligence Computer vision Pattern recognition (psychology) Sociology

Metrics

14
Cited By
1.38
FWCI (Field Weighted Citation Impact)
34
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Face recognition and analysis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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