Development of a rapid fiber-detection system using artificial intelligence in phase-contrast microscope images of actual atmospheric samples

Development of a rapid fiber-detection system using artificial intelligence in phase-contrast microscope images of actual atmospheric samples

In this study, we attempted to detect fibers in phase contrast microscope images of actual atmospheric samples using an automatic fiber detection system based on artificial intelligence (AI) models and image processing. In order to detect and correct the release of asbestos fibers due to improper de...

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Bibliographic Details
Main Authors: Yukiko Iida, Takashi Yamamoto, Kazuharu Iwasaki, Ken-Ichi Yuki, Kentaro Kiri, Hayato Yamashiro, Toshiyuki Toyoguchi, Atsushi Terazono
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Analytical Science
Subjects:
artificial intelligence
asbestos
phase-contrast microscopy
rapid detection
SegFormer
Online Access:https://www.frontiersin.org/articles/10.3389/frans.2025.1571840/full
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