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In addition, existing recognition processes rely on descriptors or geometric shapes which can be reliable; this comes at the expense of an increased computational complexity.
In order to enhance security in biometric systems, biotokens, which they refer to as Biotope™, are adopted to existing recognition schemes (e.g., PCA for face).
Existing recognition methods mainly relied on the points spatial features, which can be described globally or locally (Stiene et al. 2006).
The results, algorithm performance analysis, and a comparative study with some existing recognition algorithms are presented in Section 5. Conclusions and perspectives of the research work are presented in Section 6.
To advance existing recognition systems for face, numerous techniques and methods have been proposed to overcome the almost inevitable performance degradation due to external factors such as pose, expression, occlusion, and illumination.
The experimental results demonstrate that the recognition accuracy achieved using the proposed ensemble classifier (with best composition of base classifiers and feature sets) is better than the existing recognition accuracies for offline cursive character recognition.
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In Table 2, the performance of the proposed EGM-based face recognition method compared with some existing face recognition methods for the GT database is shown.
In addition, in the design of the classifier, targeting the limitation of existing pattern recognition method, a new pattern recognition method-variable predictive model based class discriminate (VPMCD) is introduced into roller bearing fault identification.
In most of the existing face recognition algorithms, the identification of a person is performed using the pixels of two-dimensional (2D) face images captured by ubiquitous CCD-based visible light sensors.
This data can be used to improve the performance of existing facial recognition models and potentially even enable more accurate recognition of emotion.
The image recognition patent bears a lot of resemblance to Apple's existing facial recognition systems built-in to iPhoto, which allows it to identify and tag pictures where friends and family appear after first learning what their face looks like.
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