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一种用于液位图像标定的相机自检方法

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本文探讨了一种用于液位图像标定的相机自检方法.实验表明:该方法基于YOLOv4目标检测的SIFT特征点提取和FLANN匹配的位移测量算法,可实现更精确的目标位移测量,不仅能应对日常使用中相机可能出现的轻微扰动问题,而且能有效地发现相机扰动,确保液位检测的准确性和稳定性.
A Camera Self-check Method for Liquid Level Image Calibration
This paper discusses a camera self-test method for liquid level image calibration.Experiments show that the proposed method,based on SIFT feature point extraction of YOLOv4 target detection and FLANN matching dis-placement measurement algorithm,can achieve more accurate target displacement measurement,which can not only deal with the slight disturbance that may occur in daily use of the camera,but also effectively detect the camera dis-turbance to ensure the accuracy and stability of liquid level detection.

liquid level imagedisplacement measurementcamera self-checkYOLOSIFT feature

陈科地、赵翠莲

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上海大学机电工程与自动化学院

液位图像 位移测量 相机自检 YOLO SIFT特征

2024

计量与测试技术
成都市计量监督检定测试所

计量与测试技术

影响因子:0.175
ISSN:1004-6941
年,卷(期):2024.50(9)