Line fringe structured light generation process.

Line fringe structured light generation process.

<div><p>Drum roller surface defect detection is of great research significance for control production quality. Aiming at solving the problems that the traditional light source visual imaging system, which does not clearly reflect defect features, the defect detection efficiency is low, a...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Guofeng Qin (11025170) (author)
مؤلفون آخرون: Qinkai Zou (20678485) (author), Mengyan Li (1858759) (author), Yi Deng (421971) (author), Peiwen Mi (20678488) (author), Yongjian Zhu (6562817) (author), Hao Liu (12832) (author)
منشور في: 2025
الموضوعات:
Science Policy
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
model &# 8217
great research significance
feature extraction ability
experimental results show
broader dataset diversity
traditional light source
achieve efficient detection
using enhanced yolov8n
defect detection efficiency
main average accuracy
industrial drum rollers
improved yolov8n algorithm
control production quality
surface defect detection
system light source
production quality
drum rollers
structured light
defect characteristics
detection time
detection accuracy
rolling surface
algorithm designed
quality samples
drum roller
standard convolution
replace ciou
network pays
loss function
image acquisition
fusion network
certain improvement
better ensure
backbone network
2 %,
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