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Center Deviation Measurement of Color Contact Lenses Based on a Deep Learning Model and Hough Circle Transform

Ensuring the quality of color contact lenses is vital, particularly in detecting defects during their production since they are directly worn on the eyes. One significant defect is the “center deviation (CD) defect”, where the colored area (CA) deviates from the center point. Measuring the extent of...

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Main Authors: Gi-nam Kim, Sung-hoon Kim, In Joo, Gui-bae Kim, Kwan-hee Yoo
Format: Artigo
Language:Inglês
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
computer vision
image segmentation
DeepLabV3+
Hough circle transform
deep learning
data augmentation
Online Access:https://www.mdpi.com/1424-8220/23/14/6533
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