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Author

Pierre Gouton

2 papers indexed here

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Review Open access Oct 2026

A Survey on U-Net with Variants and Their Applications in Two-Dimensional Medical Image Segmentations

Medical image segmentation plays a critical role in computer-assisted diagnosis, treatment planning, surgical navigation, and quantitative medical image analysis. Among deep learning-based segmentation architectures, U-Net has become one of the most influential frameworks because of its encoder–decoder structure and sk...

Tian-Hui Wu, Shamsher Ullah, Bo-Chen Yu et al. · 0 citations
Open access Oct 2026

Unified method for image reconstruction and super-resolution of SFA video sequences

Spectral filter array (SFA) cameras provide a cost-effective, single-shot solution for spectral imaging across multiple bands. However, due to the inherent nature of the technology, SFA cameras typically exhibit lower spatial resolution compared to traditional color cameras, and the sparse spatial sampling rate makes d...

Abdelhamid N. Fsian, Jean-Baptiste Thomas, J. Y. Hardeberg et al. · 0 citations

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