Environment-Adaptable Printed-Circuit Board Positioning Using Deep Reinforcement Learning

IEEE Transactions on Components, Packaging and Manufacturing Technology(2022)

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摘要
Vision-based object positioning is very important in the electronic industry for assembly and inspection tasks. Many methods have been proposed to tackle the problem, either by traditional machine vision or by deep learning (DL) techniques. The traditional methods rely on template matching or feature point correspondence. They are computationally intensive and are easily affected by illumination c...
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关键词
Lighting,Training,Convolutional neural networks,Task analysis,Inspection,Reinforcement learning,Visualization
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