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Paper

Transfer Learning-based Approach for 3D Reconstruction from a Single 2D Image

Nour [::El::] Houda Kaiber✉, Tahar Mekhaznia, Zakaria Lakhdara

Abstract

The field of 3D reconstruction faces persistent challenges in achieving high-quality models, often hindered by issues related to accuracy, completeness, and real-time generation. To address these issues, deep learning has emerged as a promising solution. However, building and training deep learning models from scratch requires substantial computational costs and large datasets. In this context, tr...

Details

Original languageEnglish
Journal2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS)
Article number10541132
Pages1-6
DOI10.1109/pais62114.2024.10541132
Publication statusPublished — 2024