Facial Feature Extraction Algorithm Based on Improved YOLOv7-Tiny

Facial Feature Extraction Algorithm Based on Improved YOLOv7-Tiny

Facial feature extraction is a critical step in driver fatigue detection, essential for improving driving safety. This paper proposes a novel driver facial feature extraction algorithm based on YOLOv7-Tiny to address the challenges of low precision and practical deployment in existing fatigue detect...

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Bibliographic Details
Main Authors: Yining Yao, Yawen Wang, Changyuan Wang, Yibo Zhang, Tingting Liu, Gaofeng Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
facial feature extraction
feature fusion
small object detection
YOLO
Online Access:https://ieeexplore.ieee.org/document/10854477/
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