Novel GSIP: GAN-based sperm-inspired pixel imputation for robust energy image reconstruction

Abstract Missing pixel imputation is a critical task in image processing, where the presence of high percentages of missing pixels can significantly degrade the performance of downstream tasks such as image segmentation and object detection. This paper introduces a novel approach for missing pixel i...

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Bibliographic Details
Main Authors: Gamal M. Mahmoud, Wael Said, Magdy M. Fadel, Mostafa Elbaz
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-82242-9
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