Low-cost embedded facial recognition system based on …
Mar 1, 2025 · Design of real-time embedded system for face recognition. a trade-off between accuracy and execution time is considered throughout the development phase, where a set of …
A lightweight CNN-based algorithm and implementation on embedded system …
Aug 10, 2022 · In this paper, we carefully design a lightweight CNN structure for feature extraction from face images. To overcome the memory and computational limitations of embedded …
(PDF) Advanced Facial Recognition Systems for Real-Time Embedded …
Jan 16, 2025 · This article explores several classical techniques of facial recognition, assessing their suitability for real-time embedded systems such as digital cameras. It also includes a …
Application of Face Recognition Method Under Deep Learning Algorithm …
Jan 19, 2021 · The Convolutional Neural Network (CNN) based on deep learning is introduced to propose two deep face detection algorithms and design an embedded face recognition …
Embedded Face Recognition System Based on Multi-task …
Based on neural network and local binary pattern algorithm, this paper builds a lightweight artificial face recognition system on chip Firefly-RK3399, with high speed, strong robustness …
Real-Time Multiple Face Recognition using Deep Learning on Embedded …
In this paper, we propose multiple face recognition framework which is implemented on the embedded GPU system. The framework contains face detection based on convolutional …
Research on Face Recognition Algorithm in Embedded System
An embedded system pooling-patch algorithm based on deep learning pooling operation and Deep ID algorithm is proposed. Experiments on the ORL face database and the face image …
This paper describes the design and implementation of a hardware-software embedded system for face recognition applications in images and/or videos. The system has hardware …
Multi-Feature Long Short-Term Memory Facial Recognition for …
May 6, 2025 · The model was trained on the NTHU-DDD dataset and optimized using long short-term memory (LSTM) deep learning algorithms implemented using TensorFlow version 2.14.0. …
High-accuracy face recognition with the MRYOLO-SCO algorithm …
1 day ago · Face recognition in real-world scenarios presents significant challenges due to variations in lighting conditions, occlusions, pose changes, and low-resolution images. To …
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