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Machining surface extraction method for shaft gear parts based on Mask R-CNN

2021 IEEE International Conference on Electrical Engineering and Mechatronics Technology (ICEEMT)(2021)

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Abstract
Regarding the surface structure of shaft gear parts is complex, the difficulties of detection are that complex background and reflection of shaft gear parts might interfere the detection. Besides, the different types of defects in different areas cannot be detected independently. Therefore, it is necessary to extract each machining region. Traditional region extraction methods cannot effectively s...
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Key words
region extraction,instance segmentation,Mask R-CNN
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