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A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network
Today, face recognition research is popular owing to its potential applications, especially where privacy and security are involved. Many methods of...
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Face Identification Through Facial Skeletal Features
Automatic face identification technology has received lots of attention in the last few decades in the field of image analysis and computer vision....
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Deep Learning Taxonomy on Human Face Expression Recognition for Communication Applications
In social communication applications, the most challenging and power task is human face expression recognition system. Basically, communication with...
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RobustFace: a novel image restoration technique for face adversarial robustness improvement
Machine Learning (ML) models, particularly Deep Learning (DL), have made rapid progress and achieved significant milestones across various...
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Lightweight network-based multi-modal feature fusion for face anti-spoofing
Effectively identifying attacked faces is an urgent problem to be solved in the scenario of face recognition. As deep learning is applied to face...
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Unmasking the Masked Face Using Zero-Shot Learning
Nowadays, people are required to wear masks due to the COVID-19 pandemic. The COVID-19 is an ongoing crisis that has resulted in a large number of...
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Using DCGANs and HOG + Patch-Based CNN for Face Spoofing Mitigation
The use of biometric authentication systems is replacing traditional knowledge-based and token-based systems. With the proliferation of inexpensive...
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Graph-Based Generative Face Anonymisation with Pose Preservation
We propose AnonyGAN, a GAN-based solution for face anonymisation which replaces the visual information corresponding to a source identity with a...
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Face Manipulation Detection in Remote Operational Systems
In this chapter, we present the various categories of Face ManipulationFace manipulation and their use within different remote operational systems....
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Future Trends in Digital Face Manipulation and Detection
Recently, digital face manipulationDigital face manipulation and its detection have sparked large interest in industry and academia around the world....
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SP \(^2\) IN: Leveraging Fuzzy Commitment and LDPC Sum-Product Decoder for Key Generation from Face
Biometric authentication, with its unique and convenient features, is gaining popularity as a secure access control method for diverse systems and...
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High-efficiency face detection and tracking method for numerous pedestrians through face candidate generation
This paper is dedicated to develo** high-efficiency face detection and tracking method for big dynamic crowds or numerous pedestrians. Three...
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Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain
Face recognition technology has been used in many fields due to its high recognition accuracy, including the face unlocking of mobile devices,...
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Face Presentation Attack Detection Based on Texture Gradient Enhancement and Multi-scale Fusion
To make full use of image spatial detail information and further improve the detection performance, a face presentation attack detection method based...
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Face Recognition Using VGG16 CNN Architecture for Enhanced Security Surveillance—A Survey
A review of the web camera surveillance, face recognition, convolution neural network (CNN), digital images are presented in this work. Previous...
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Privacy-Protective-GAN for Privacy Preserving Face De-Identification
Face de-identification has become increasingly important as the image sources are explosively growing and easily accessible. The advance of new face...
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Evaluation of Face Recognition Systems
WhileEvaluation face recognition research has been perennial and popular since its inception, there has been a marked escalation in this research in...
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Does the Voice Reveal More Emotion than the Face? a Study with Animated Agents
In general, people tend to identify the emotions of others from their facial expressions, however recent findings suggest that we may be more...
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MSA-CNN: Face Morphing Detection via a Multiple Scales Attention Convolutional Neural Network
Face morphing attack is becoming a serious threat to the existing face recognition systems. Some different approaches for morphing attack detection...
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Survey on RNN and CRF models for de-identification of medical free text
The increasing reliance on electronic health record (EHR) in areas such as medical research should be addressed by using ample safeguards for patient...
