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Article
Transfer Learning Fusion and Stacked Auto-encoders for Viral Lung Disease Classification
The objective of this research endeavor is to identify an effective model for the classification of multiple viral respiratory diseases, encompassing COVID-19. The feature extraction phase from medical images ...
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Article
Real-time social distance monitoring and face mask detection based Social-Scaled-YOLOv4, DeepSORT and DSFD&MobileNetv2 for COVID-19
COVID-19 has spread rapidly worldwide, despite the availability of vaccines, the fear of the World Health Organization continues due to the mutation of the Coronavirus. This is what prompted us to propose this...
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Article
COVID-19 risk reduce based YOLOv4-P6-FaceMask detector and DeepSORT tracker
Wearing masks in public areas is one of the effective protection methods for people. Although it is essential to wear the facemask correctly, there are few research studies about facemask detection and trackin...
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Article
Hybrid descriptor and optimized CNN with transfer learning for face recognition
This work focuses on the development of optimized algorithms applied in the field of Face Recognition (FR). The strategy adopted represents the contribution of hybrid face descriptors followed by the selection...
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Article
Hybrid descriptors and Weighted PCA-EFMNet for Face Verification in the Wild
Unconstrained face recognition is a complex task because of the numerous intra-class changes caused by lighting, occlusion, facial expressions and poses changes. Such variations affect considerably the perform...
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Article
Efficient Hybrid Descriptor for Face Verification in the Wild Using the Deep Learning Approach
In this work, we propose a novel model-based on a new Deep Hybrid Descriptor learning called DeepGLBSIF (Gabor Local Binarized Statistical Image Feature) for effective extraction and over-complete features in ...
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Article
Multilinear Enhanced Fisher Discriminant Analysis for robust multimodal 2D and 3D face verification
In the last few years, multilinear subspace learning has attracted large interest for dimensionality reduction and classification of multidimentional data. In this paper, we propose a new multilinear supervise...
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Chapter and Conference Paper
A Novel Hybrid Approach for 3D Face Recognition Based on Higher Order Tensor
This paper presents a new hybrid approach for 3D face verification based on tensor representation in the presence of illuminations, expressions and occlusion variations. Depth face images are divided into sub...
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Article
3D face verification across pose based on euler rotation and tensors
In this paper, we propose a new approach for 3D face verification based on tensor representation. Face challenges, such as illumination, expression and pose, are modeled as a multilinear algebra problem where ...