Multi-View Data Augmentation to Improve Wound Segmentation on 3D Surface Model by Deep Learning

Multi-View Data Augmentation to Improve Wound Segmentation on 3D Surface Model by Deep Learning

Wound area segmentation really progressed with the emergence of deep learning, due to its robustness in uncontrolled lighting and no need to design hand-crafted features but two limits have still to be overcome: firstly, its performance relies on the size and quality of the training dataset in the m...

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Bibliographic Details
Main Authors: R. Niri, E. Gutierrez, H. Douzi, Y. Lucas, S. Treuillet, B. Castaneda, I. Hernandez
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Deep learning
3D registration
chronic wounds
semantic segmentation
data augmentation
U-Net
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Online Access:https://doaj.org/article/734c0af4b81546ea83d4c1125658ac77
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https://doaj.org/article/734c0af4b81546ea83d4c1125658ac77

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