Submissions for: Deep Image Prior for Inverse Problems in Imaging

November 21, 2025 · View on GitHub

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1Deep Image Prior for Fetal Ultrasound Enhancement
This MATLAB implementation of Deep Image Prior (DIP) applies an untrained convolutional neural network to perform denoising and super-resolution on fetal ultrasound images without requiring large datasets or pretraining.

Authors: Mariona Montal Morta
Affiliation: Universitat Politècnica de Catalunya
Submission Date: 2025-07-16

GitHub Repo
Open in MATLAB Online



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