A real-time cnn-based lightweight mobile masked face recognition system

B Kocacinar, B Tas, FP Akbulut, C Catal… - Ieee Access, 2022 - ieeexplore.ieee.org
… dataset to train a deep network for face recognition. The fine tuned CNN-… in real-time. All
facial features are represented with 133 points in total and were used for real-time face detection

A lightweight convolutional neural network for real-time facial expression detection

N Zhou, R Liang, W Shi - IEEE Access, 2020 - ieeexplore.ieee.org
… creating a real-time vision system. This system employs multi-task cascaded convolutional
networks (MTCNN) to complete face detection and transmit the obtained face coordinates to …

Lightweight and resource-constrained learning network for face recognition with performance optimization

HC Li, ZY Deng, HH Chiang - Sensors, 2020 - mdpi.com
… Figure 10 illustrates the real-time processing … -based human face recognition system. From
the acquisition of an optical camera in real-time, the raw input for our system is the face image

Lightweight convolutional neural network model for human face detection in risk situations

M Wieczorek, J Siłka, M Woźniak… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… Therefore in such way we can create an intelligent Internet of things infrastructure, in
which detection results would be shared between devices in real time so that users could …

Lightweight face recognition challenge

J Deng, J Guo, D Zhang, Y Deng… - … of the IEEE/CVF …, 2019 - openaccess.thecvf.com
… is useful to improve video-based face recognition. After the extensive exploration of the
network and loss designs, we will try pruning and quantization for lightweight face recognition in …

Shufflefacenet: A lightweight face architecture for efficient and highly-accurate face recognition

Y Martindez-Diaz, LS Luevano… - … of the IEEE/CVF …, 2019 - openaccess.thecvf.com
… that extends the extremely efficient network ShuffleNetV2 [19] to the domain of face recognition.
… 1.5× highly suitable for real-time or computationally limited face recognition applications. …

Expression recognition method based on a lightweight convolutional neural network

G Zhao, H Yang, M Yu - IEEE Access, 2020 - ieeexplore.ieee.org
FACE DETECTION AND ALIGNMENT In the face detection part, we used the SVM method
image in realtime with high accuracy, this work proposed a lightweight emotion recognition (…

Ghostfacenets: Lightweight face recognition model from cheap operations

M Alansari, OA Hay, S Javed, A Shoufan, Y Zweiri… - IEEE …, 2023 - ieeexplore.ieee.org
lightweight FR architectures that are accurate and efficient. The resulting GhostFaceNets
models are suited for deployment on real-time … neural network for lightweight face recognition,” …

Benchmarking lightweight face architectures on specific face recognition scenarios

Y Martinez-Diaz, M Nicolas-Diaz… - Artificial Intelligence …, 2021 - Springer
… in face recognition using lightweight deep networks. Finally, … lightweight face architectures
in specific face recognition … deploy in real-time applications or resource-limited devices. …

FDDWNet: a lightweight convolutional neural network for real-time semantic segmentation

J Liu, Q Zhou, Y Qiang, B Kang, X Wu… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
… results, these lightweight networks prefer to adopt shallow network architectures to reduce
model … a novel lightweight network, called FDDWNet, for the task of real-time semantic segmen…