Masked face recognition with convolutional neural networks and local binary patterns
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02728-1
Abstract: Face recognition is one of the most common biometric authentication methods as its feasibility while convenient use. Recently, the COVID-19 pandemic is dramatically spreading throughout the world, which seriously leads to negative impacts on people’s… read more here.
Keywords: masked face; recognition; dataset; face ... See more keywords
A generative adversarial network-based accurate masked face recognition model using dual scale adaptive efficient attention network
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-02144-2
Abstract: Masked identification of faces is necessary for authentication purposes. Face masks are frequently utilized in a wide range of professions and sectors including public safety, health care, schooling, catering services, production, sales, and shipping. In… read more here.
Keywords: masked face; recognition; face; mask free ... See more keywords
Masked face recognition with mask transfer and self-attention under the COVID-19 pandemic
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3150345
Abstract: Face masks bring a new challenge to face recognition systems especially against the background of the COVID-19 pandemic. In this paper, a method mitigating the negative effects of mask defects on face recognition is proposed.… read more here.
Keywords: mask; face recognition; face; covid pandemic ... See more keywords
Masked Face Recognition from Synthesis to Reality
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3160828
Abstract: As we have been seriously hit by the COVID-19 pandemic, wearing a facial mask is a crucial action that we can take for our protection. This paper reports a comprehensive study on the recognition of… read more here.
Keywords: recognition; face recognition; loss; masked faces ... See more keywords
A Real-Time CNN-based Lightweight Mobile Masked Face Recognition System
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3182055
Abstract: Due to the global spread of the Covid-19 virus and its variants, new needs and problems have emerged during the pandemic that deeply affects our lives. Wearing masks as the most effective measure to prevent… read more here.
Keywords: recognition; face recognition; face; real time ... See more keywords
Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3199014
Abstract: Over the years, the evolution of face recognition (FR) algorithms has been steep and accelerated by a myriad of factors. Motivated by the unexpected elements found in real-world scenarios, researchers have investigated and developed a… read more here.
Keywords: face recognition; beyond masks; face; occluded face ... See more keywords
Analysis of Fine-Grained Counting Methods for Masked Face Counting: A Comparative Study
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3367593
Abstract: Masked face counting is the counting of faces at various crowd densities and discriminating between masked and unmasked faces, which is generally considered to be an object (i.e., face) detection task. Counting accuracy is limited,… read more here.
Keywords: detection; masked face; fine grained; counting methods ... See more keywords
Consistent Sub-Decision Network for Low-Quality Masked Face Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3170246
Abstract: The COVID-19 pandemic makes wearing masks mandatory in supermarkets, pharmacies, public transport, etc. Existing facial recognition systems encounter severe performance degradation as the masks occlude key facial regions. Recently, simulation-based methods are proposed to generate… read more here.
Keywords: recognition; network; consistent sub; low quality ... See more keywords
Masked Face Transformer
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3322600
Abstract: The COVID-19 pandemic makes wearing masks mandatory. Existing CNN-based face recognition (FR) systems suffer from severe performance degradation as masks occlude the vital facial regions. Recently, Vision Transformers have shown promising performance in various vision… read more here.
Keywords: face recognition; masked face; face transformer; face ... See more keywords
Masked Face Recognition Algorithm for a Contactless Distribution Cabinet
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/5591020
Abstract: A contactless delivery cabinet is an important courier self-pickup device, for the reason that COVID-19 can be transmitted by human contact During the pandemic period of COVID-19, wearing a mask to take delivery is a… read more here.
Keywords: masked face; recognition; recognition rate; recognition algorithm ... See more keywords
Masked Face Detection Algorithm in the Dense Crowd Based on Federated Learning
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Communications and Mobile Computing"
DOI: 10.1155/2021/8586016
Abstract: Wearing masks is an effective and simple method to prevent the spread of the COVID-19 pandemic in public places, such as train stations, classrooms, and streets. It is of positive significance to urge people to… read more here.
Keywords: detection; network; masked face; federated learning ... See more keywords