Automated X-ray Defect Inspection on Occluded BGA Balls Using Hybrid Algorithm
Source abstract
Abstract
Automated X-ray defect inspection of occluded objects has been an essential topic in semiconductors, autonomous vehicles, and artificial intelligence devices. However, there are few solutions to segment occluded objects in th... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Industrial Vision Systems and Defect Detection · Advanced X-ray and CT Imaging · Image and Object Detection Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (18)
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1. An overview of non-destructive testing methods for integrated circuit packaging inspection
2. Feature-learning-based printed circuit board inspection via speeded-up robust features and random forest10.3390/app8060932 ↗
3. Automated visual inspection in the semiconductor industry: A survey10.1016/j.compind.2014.10.006 ↗
4. COVID-DeepNet: Hybrid multimodal deep learning system for improving covid-19 pneumonia detection in chest X-ray images10.32604/cmc.2021.012955 ↗
5. Performance analysis for COVID-19 diagnosis using custom and state-of-the-art deep learning models10.3390/app12136364 ↗
6. COVID-19 anomaly detection and classification method based on supervised machine learning of chest X-ray images
7. Real-time anomaly detection in packaged food X-ray images using supervised learning10.32604/cmc.2021.014642 ↗
8. X-ray image segmentation using multi-task learning
9. Automated visual defect detection for flat steel surface: A survey10.1109/TIM.2019.2963555 ↗
10. A novel network anomaly detection method based on data balancing and recursive feature addition
11. Leision detection in chest X-ray images based on coreset of patch feature
12. Automated void detection in solder balls in the presence of vias and other artifacts10.1109/TCPMT.2011.2182613 ↗
13. Automated detection and classification of non-wet solder joints10.1109/TASE.2010.2043097 ↗
14. Non-wet solder joint detection in processor sockets and BGA assemblies
15. Robust automatic void detection in solder balls
16. An efficient method of occluded solder ball segmentation for automated BGA void defect inspection using X-ray images
17. Automated solder inspection technique for bga-mounted substrates by means of oblique computed tomography10.1109/TEPM.2007.907574 ↗
18. Automated solder inspection method by means of X-ray oblique computed tomography