Computer Vision Technology for Short Fiber Segmentation and Measurement in Scanning Electron Microscopy Images

Computer Vision Technology for Short Fiber Segmentation and Measurement in Scanning Electron Microscopy Images

Computer vision technology for the automatic recognition and geometric characterization of carbon and glass fibers in scanning electron microscopy images is proposed. The proposed pipeline, combining the SAM model and DeepLabV3+, provides the generalizability and accuracy of the foundational SAM mod...

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Bibliographic Details
Main Authors: Evgenii Kurkin, Evgenii Minaev, Andrey Sedelnikov, Jose Gabriel Quijada Pioquinto, Vladislava Chertykovtseva, Andrey Gavrilov
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Technologies
Subjects:
short carbon fibers
glass fibers
virtual training
image segmentation
instance segmentation
semantic segmentation
Online Access:https://www.mdpi.com/2227-7080/12/12/249
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