Review of Image Augmentation Used in Deep Learning-Based Material Microscopic Image Segmentation

Review of Image Augmentation Used in Deep Learning-Based Material Microscopic Image Segmentation

The deep learning-based image segmentation approach has evolved into the mainstream of target detection and shape characterization in microscopic image analysis. However, the accuracy and generalizability of deep learning approaches are still hindered by the insufficient data problem that results fr...

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Bibliographic Details
Main Authors: Jingchao Ma, Chenfei Hu, Peng Zhou, Fangfang Jin, Xu Wang, Haiyou Huang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
computer vision
image processing
data augmentation
material microscopic image segmentation
deep learning
Online Access:https://www.mdpi.com/2076-3417/13/11/6478

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https://www.mdpi.com/2076-3417/13/11/6478

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