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Convolutional encoder-decoder를 이용한 인쇄 회로 기판의 표면 실장 소자 분류SMD segmentation on PCB using convolutional encoder-decoder
- Other Titles
- SMD segmentation on PCB using convolutional encoder-decoder
- Issue Date
- Jun-2017
- Publisher
- 대한전자공학회
- Citation
- 2017년도 대한전자공학회 하계학술대회 논문집, pp 1241 - 1244
- Pages
- 4
- Indexed
- OTHER
- Journal Title
- 2017년도 대한전자공학회 하계학술대회 논문집
- Start Page
- 1241
- End Page
- 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.
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Collections - COLLEGE OF COMPUTING > SCHOOL OF COMPUTER SCIENCE > 1. Journal Articles
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