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Convolutional encoder-decoder를 이용한 인쇄 회로 기판의 표면 실장 소자 분류

Title
Convolutional encoder-decoder를 이용한 인쇄 회로 기판의 표면 실장 소자 분류
Other Titles
SMD segmentation on PCB using convolutional encoder-decoder
Author
문영식
Issue Date
2017-06
Publisher
대한전자공학회
Citation
2017년도 대한전자공학회 하계종합학술대회, Page. 1241-1244
Abstract
We propose a method for a SMD segmentation by using a convolutional encoder-decoder. Our method distinguishs an information and a location of a SMD on the PCB from an optical image. We use the encoder-decoder architecture. The encoding network is based on VGG net. The decoding network is composed of a convolutional transpose and a convolution layer. The proposed method achieves 98.8%, 96.8% precisions about the register and the capacitor.
URI
http://www.dbpia.co.kr/Journal/ArticleDetail/NODE07219462http://repository.hanyang.ac.kr/handle/20.500.11754/103359
Appears in Collections:
COLLEGE OF COMPUTING[E] > COMPUTER SCIENCE(소프트웨어학부) > Articles
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