Robotics & Machine Learning Daily News2024,Issue(Nov.28) :122-123.

Hubei University of Technology Reports Findings in Robotics (Efficient deep lear ning based rail fastener screw detection method for fastener screw maintenance r obot under complex lighting conditions)

湖北工业大学报告机器人研究成果(高效)基于深度清理的钢轨扣件螺纹检测方法复杂照明条件下紧固件螺钉维修

Robotics & Machine Learning Daily News2024,Issue(Nov.28) :122-123.

Hubei University of Technology Reports Findings in Robotics (Efficient deep lear ning based rail fastener screw detection method for fastener screw maintenance r obot under complex lighting conditions)

湖北工业大学报告机器人研究成果(高效)基于深度清理的钢轨扣件螺纹检测方法复杂照明条件下紧固件螺钉维修

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摘要

由一名新闻记者-机器人与机器学习日报的工作人员新闻编辑每日新闻-机器人的新研究是一份报告的结尾。根据新闻报道由NewsRx记者发起的来自中国人民共和国湖北的研究称,"用于铁路"野外夜间紧固件安装作业,RAI L紧固件照明条件螺钉是复杂的,因为现场有多种光源,如大灯和手电筒,使得物体的某些部分在摄像机中显示为暗或弱光状态。这些复杂的照明条件(CLCs)干扰紧固件螺纹检测算法的紧固件识别能力很难保持紧固ER螺钉的固定优化照明条件。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Robotics is the subjec t of a report. According to news reportingoriginating in Hubei, People’s Republ ic of China, by NewsRx journalists, research stated, “For the railfastener repl acement operation at night in the wilderness, the lighting conditions on the rai l fastenerscrews are complex, due to the multiple illuminants like headlamps an d flashlights at the site, makingsome parts of the objects appear dark or low l ight status in the camera. These complex lighting conditions(CLCs) interfere wi th the fastener recognition ability of the fastener screw detection algorithm si nce itcan hardly maintain fixed and optimized lighting conditions of the fasten er screw.”

Key words

Hubei/People’s Republic of China/Asia/Emerging Technologies/Machine Learning/Robot/Robotics

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
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