<i>Basic Education in the Sahel Countries</i>. M. Botti , M. D. Carelli , M. Saliba

Kelly, Gail P.

doi:10.1086/446083

Cited by 1 publication

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References 20 publications

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“…Face recognition is the technology that can identify and verify the identity of a subject in an image or video, and has been proposed as a traditional method since the 1970s [15] [16]. With the development of deep learning, the traditional methods have been replaced by deep learning methods based on convolutional neural networks.…”

Section: Introductionmentioning

confidence: 99%

A training method for face representation models in realistic scenarios

2023

Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022)

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Face recognition has been widely used in daily life, but the existing model systems use processed high-quality datasets in training, while the face pictures in real scenes usually contain the influence of blurring, lighting, obscuring and other factors, thus making the existing face recognition models cannot perform well, and secondly, the existing face datasets have less data of Asian descent, resulting in the distribution learned by the models with the actual application. There is a certain error in the actual application. We propose a method to train face recognition models for realistic scenes by image augment of local face data to improve the classification accuracy of the models for low-quality images, and we demonstrate the feasibility of our method through experiments. Our method improves 0.619% and 0.414% in classifying images with added illumination and added random squares, respectively, compared to the current state-of-the-art methods.

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Section: Introductionmentioning

confidence: 99%

A training method for face representation models in realistic scenarios

2023

Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022)

View full text Add to dashboard Cite

show abstract

Basic Education in the Sahel Countries. M. Botti , M. D. Carelli , M. Saliba

Cited by 1 publication

References 20 publications

A training method for face representation models in realistic scenarios

A training method for face representation models in realistic scenarios

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