Continuous gradient fusion class activation mapping: segmentation of laser-induced damage on large-aperture optics in dark-field images

Continuous gradient fusion class activation mapping: segmentation of laser-induced damage on large-aperture optics in dark-field images

Segmenting dark-field images of laser-induced damage on large-aperture optics in high-power laser facilities is challenged by complicated damage morphology, uneven illumination and stray light interference. Fully supervised semantic segmentation algorithms have achieved state-of-the-art performance...

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Bibliographic Details
Main Authors: Yueyue Han, Yingyan Huang, Hangcheng Dong, Fengdong Chen, Fa Zeng, Zhitao Peng, Qihua Zhu, Guodong Liu
Format: Article
Language:English
Published: Cambridge University Press 2024-01-01
Series:High Power Laser Science and Engineering
Subjects:
class activation maps
laser-induced damage
semantic segmentation
weakly supervised learning
Online Access:https://www.cambridge.org/core/product/identifier/S2095471923000853/type/journal_article

Internet

https://www.cambridge.org/core/product/identifier/S2095471923000853/type/journal_article

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