International Display Workshops General Incorporated Association

Proceedings of the International Display Workshops Volume 30 (IDW '23)

Proceedings of the International Display Workshops Volume 30 (IDW '23)

Dec 6, 2023 - Dec 8, 2023
TOKI MESSE Niigata Convention Center

2:30 PM - 2:50 PM

[VHF3-4L] Optimizing Confidence Score of YOLOv7 Human Detection
based on Visual Perception in Dark Condition

*Pei-Li Sun Sun1, Yi-Hsuan Hung1 (1. National Taiwan University of Science and Technology (Taiwan))

YOLO, object detection, human vision, dark condition

https://doi.org/10.36463/idw.2023.0745

This study aims to analyze the impact of background luminance on human detection in dark surround condition first. And then optimize the confidence score of YOLO human detection based on a deep learning model with the visual data. Make the YOLO model closer to the recognition results of human eyes.