@inproceedings{cf3358e9595b4a42829f99a207cfab01,
title = "RealImage2Mesh: Reconstructing symmetrical mesh models from single real-world images",
abstract = "We propose a method to reconstruct mesh models from single real-world images. Our method takes a real-world image of an object as input, uses an encoder-decoder network to extract 2. 5D information such as the silhouette, depth, and normals of the object, and then inputs this information into a multi-level 3D mesh generation network to generate a high-quality mesh model using mesh deformation and face pruning. In the process of generating the mesh model, we propose a symmetry loss to keep the shape of the mesh model reasonable. According to our experiments, compared with other single-view object reconstruction methods, our method can reconstruct 3D models with higher quality from real-world images.",
keywords = "Mesh model, Real-world image, Single-view reconstruction",
author = "Ying Li and Yue Yu and Bowen Li and Yue Yang",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 16th IEEE International Conference on Computer Science and Education, ICCSE 2021 ; Conference date: 17-08-2021 Through 21-08-2021",
year = "2021",
month = aug,
day = "17",
doi = "10.1109/ICCSE51940.2021.9569733",
language = "English",
series = "ICCSE 2021 - IEEE 16th International Conference on Computer Science and Education",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "333--338",
booktitle = "ICCSE 2021 - IEEE 16th International Conference on Computer Science and Education",
address = "United States",
}