2020 IEEE 6th International Conference on Computer and Communications (ICCC) 2020
DOI: 10.1109/iccc51575.2020.9345134
|View full text |Cite
|
Sign up to set email alerts
|

Defect Detection of Using Variant CNN in the Processing of Cover Glass, Touch Screen and Display under Parallel Light

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1

Citation Types

0
3
0

Year Published

2021
2021
2024
2024

Publication Types

Select...
2
1

Relationship

0
3

Authors

Journals

citations
Cited by 3 publications
(3 citation statements)
references
References 5 publications
0
3
0
Order By: Relevance
“…Experimental results showed that the defect detection rate of the designed CNN could reach 99.5%. Wei et al [18] proposed a multivariable CNN-based defect detection method in the production process of cover glass, touch screen and mobile phone display under parallel light sources. Experiments verified that the method had higher accuracy, better stability and faster speed.…”
Section: B Related Workmentioning
confidence: 99%
“…Experimental results showed that the defect detection rate of the designed CNN could reach 99.5%. Wei et al [18] proposed a multivariable CNN-based defect detection method in the production process of cover glass, touch screen and mobile phone display under parallel light sources. Experiments verified that the method had higher accuracy, better stability and faster speed.…”
Section: B Related Workmentioning
confidence: 99%
“…In the task of smartphone screen defect detection, previous defect detection methods face two prevalent challenges: (1) In defect images, small defects lead to an imbalance in the distribution of normal and defective pixels, which causes the network to excessively focus on the background, resulting in insufficient attention to information of defect features.…”
Section: Introductionmentioning
confidence: 99%
“…As a fundamental component of smartphones, the touchscreen has attracted considerable attention regarding its quality. The quality of the touchscreen plays a crucial role in determining the lifespan, user experience and display performance of the smartphone [ 1 ]. The smartphone screen is manufactured from glass material, exhibiting favorable mechanical and optical properties.…”
Section: Introductionmentioning
confidence: 99%