Accurate segmentation of infrared images for circuit board diagnosis using an improved Deeplabv3+ network

An effective infrared image segmentation algorithm is essential for non-contact fault diagnosis of circuit boards. However, the uneven grayscale of the infrared images, multiple target regions, and large radiation noise pose challenges to achieving accurate segmentation and efficient data extraction...

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Bibliographic Details
Main Authors: Jianxin Hao, Xuan Xia, Li Wang, Zhixin Li, Meng Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2023.1223548/full