Lung Field Segmentation in Chest X-ray Images Using Superpixel Resizing and Encoder–Decoder Segmentation Networks

Lung Field Segmentation in Chest X-ray Images Using Superpixel Resizing and Encoder–Decoder Segmentation Networks

Lung segmentation of chest X-ray (CXR) images is a fundamental step in many diagnostic applications. Most lung field segmentation methods reduce the image size to speed up the subsequent processing time. Then, the low-resolution result is upsampled to the original high-resolution image. Nevertheless...

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Bibliographic Details
Main Authors: Chien-Cheng Lee, Edmund Cheung So, Lamin Saidy, Min-Ju Wang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Bioengineering
Subjects:
lung segmentation
encoder–decoder network
superpixels
downsampling interpolation
upsampling interpolation
Online Access:https://www.mdpi.com/2306-5354/9/8/351

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https://www.mdpi.com/2306-5354/9/8/351

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