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Support vector machine has good generalization ability to the small sample problem, and it has become a hot spot in domestic and foreign scholars in recent years. The support vector machine based on the radius of the support vector machine and the twin support vector machine are extensions of the support vector machine, which has better performance. The main research of the thesis is combined with...
Automatic gender classification of an individual can be very useful in video-based surveillance systems and human-computer interaction systems. In this paper, we propose an approach to integrate information from multi-view gait at the feature level. First, gait energy images (GEI) are constructed from the video streams for different viewpoints. Then, the feature fusion is performed by putting GEI...
In this paper, we investigate the efficiency of different view angles when classifying gender with gait biometrics for the first time. A gait database is built for this purpose in which walking videos are recorded at seven different views for each subject. Then, we employ a robust gait representation method to extract gait features. The class separability of these features from different view angles...
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