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Efficient Selective Image Fusion: A PCB Diagnosis Approach and Implementation.

Authors :
Wu, Xueqin
Chen, Yikai
Wang, Zekai
Tian, Chenming
Shen, Zhonghua
Source :
Journal of Electronic Testing. Oct2024, Vol. 40 Issue 5, p669-678. 10p.
Publication Year :
2024

Abstract

The document discusses an innovative approach to selective image fusion for PCB diagnosis, focusing on capturing high-resolution images of dense component areas. The method combines Transformer models and K-means clustering to enhance feature extraction and improve accuracy in component detection. Experimental results show significant improvements in detection accuracy and speed compared to traditional methods like SIFT. The study highlights the importance of selecting appropriate feature points for efficient and accurate image stitching, laying the groundwork for advancements in image processing technology. [Extracted from the article]

Details

Language :
English
ISSN :
09238174
Volume :
40
Issue :
5
Database :
Academic Search Index
Journal :
Journal of Electronic Testing
Publication Type :
Academic Journal
Accession number :
181253375
Full Text :
https://doi.org/10.1007/s10836-024-06142-6